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"creators": [{"person_or_org": {"type": "personal", "name": "Fr\u00fchwirth, Lukas", "given_name": "Lukas", "family_name": "Fr\u00fchwirth"}, "role": {"id": "contactperson", "title": {"en": "Contact person"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}], "title": "Code and Models for the Generalized Parallel Machine Scheduling (GPMS) Framework", "publisher": "TU Wien", "publication_date": "2026-06-19", "subjects": [{"id": "http://www.oecd.org/science/inno/38235147.pdf?1.2", "subject": "Computer and information sciences", "scheme": "FOS"}], "contributors": [{"person_or_org": {"type": "personal", "name": "Musliu, Nysret", "given_name": "Nysret", "family_name": "Musliu", "identifiers": [{"identifier": "0000-0002-3992-8637", "scheme": "orcid"}]}, "role": {"id": "supervisor", "title": {"en": "Supervisor"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Winter, Felix", "given_name": "Felix", "family_name": "Winter", "identifiers": [{"identifier": "0000-0002-1012-1258", "scheme": "orcid"}]}, "role": {"id": "supervisor", "title": {"en": "Supervisor"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Einspieler, Christoph", "given_name": "Christoph", "family_name": "Einspieler"}, "role": {"id": "projectmember", "title": {"en": "Project member"}}}], "dates": [{"date": "2026-06-03", "type": {"id": "submitted", "title": {"en": "Submitted"}}}], "languages": [{"id": "eng", "title": {"en": "English"}}], "related_identifiers": [{"identifier": "10.48436/g0cyt-4h155", "scheme": "doi", "relation_type": {"id": "issupplementedby", "title": {"en": "Is supplemented by"}}, "resource_type": {"id": "dataset", "title": {"de": "Datensatz", "en": "Dataset"}}}, {"identifier": "10.1609/icaps.v36i1.42866", "scheme": "doi", "relation_type": {"id": "issupplementto", "title": {"en": "Is supplement to"}}, "resource_type": {"id": "publication-conferencepaper", "title": {"de": "Konferenzbeitrag", "en": "Conference Paper"}}}], "rights": [{"id": "mit", "title": {"en": "MIT License"}, "description": {"en": "A short and simple permissive license with conditions only requiring preservation of copyright and license notices. Licensed works, modifications, and larger works may be distributed under different terms and without source code."}, "props": {"url": "https://opensource.org/licenses/MIT", "scheme": "spdx"}}], "description": "<h3>Context and methodology</h3>\n<p>This record contains a frozen snapshot of the solver source code, constraint models, and experiment configurations accompanying the paper \"GPMS: A Generalized Parallel Machine Scheduling Framework with Rich Temporal and Resource Constraints\".</p>\n<p>Link to the paper: <a href=\"https://doi.org/10.1609/icaps.v36i1.42866\" rel=\"noopener\">10.1609/icaps.v36i1.42866</a></p>\n<p><strong>Reference</strong>: Fr&uuml;hwirth, L., Einspieler, C., Musliu, N., &amp; Winter, F. (2026). GPMS: A Generalized Parallel Machine Scheduling Framework with Rich Temporal and Resource Constraints. In Proceedings of the International Conference on Automated Planning and Scheduling (Vol. 36, No. 1, pp. 490-499).</p>\n<p><strong>Purpose</strong>: An open-source solver for the generalized parallel machine scheduling problem, which combines, among others, time-varying machine availability, precedence constraints with time lags, secondary resources with time-varying capacity, and sequence-dependent setups. The snapshot reproduces the exact and heuristic results reported in the paper.</p>\n<p><strong>Contents</strong>: construction heuristics, a CP-SAT (OR-Tools) model, equivalent MiniZinc constraint models, a command-line runner, a parameterized instance generator, and the experiment configurations used in the paper.</p>\n<h3>Technical details</h3>\n<p>The code is a .NET 8 solution organized by component:</p>\n<ul>\n<li>Input / MathematicalInput &mdash; instance model and instance feature extraction</li>\n<li>Solving &mdash; construction heuristics and the CP-SAT (OR-Tools) solver</li>\n<li>MiniZinc &mdash; the .mzn constraint models for the exact formulations</li>\n<li>Validation &mdash; solution validation</li>\n<li>Serialization / Output &mdash; JSON (de) serialization and schedule output structures</li>\n<li>InstanceGeneration (+ CLI) &mdash; parameterized instance generator</li>\n<li>SolverCLI &mdash; command-line entry point and experiment runner</li>\n</ul>\n<p>The solver CLI is driven by JSON configuration files passed via --config. The configurations are grouped by instance set (generated, real_type1, real_type2, real_type3) and by solver: construction heuristics only (*_CH), CP-SAT cold start (*_CP_cold), CP-SAT warm-started from the construction heuristics (*_CP_warm), and the MiniZinc model solved with the OR-Tools CP-SAT backend (*_Mzn_CP). Build and run instructions are provided in the README inside the archive.</p>\n<p><strong>Required software</strong>: Building and running require the .NET 8 SDK. The MiniZinc-based exact models additionally require a MiniZinc installation; the CP-SAT and heuristic solvers do not. All other dependencies are public NuGet packages restored automatically from nuget.org.</p>\n<p>All files in the archive are plain text and are best opened in a code editor or IDE (such as Visual Studio, Visual Studio Code, or JetBrains Rider) rather than a plain text editor. The archive contains the following file types:</p>\n<p>&nbsp; .cs &nbsp; &nbsp;C# source code, the solver implementation. Compiled by the .NET 8 SDK<br>&nbsp; .sln &nbsp; the Visual Studio solution file, the build entry point (dotnet build ParallelMachineScheduling.sln)<br>&nbsp; .csproj &nbsp;MSBuild project files declaring target framework and dependencies, read automatically by the build<br>&nbsp; .config &nbsp;nuget.config, pointing dependency restore at nuget.org<br>&nbsp; .mzn &nbsp; MiniZinc constraint models, needed only to run the MiniZinc models; opened and run with a MiniZinc installation/IDE<br>&nbsp; .json &nbsp;experiment configurations under Configs/ (solver settings and paths), needed to reproduce the runs<br>&nbsp; .md &nbsp; &nbsp;README.md with build and run instructions<br>&nbsp; LICENSE &nbsp;the MIT license text (no file extension)</p>\n<p>The code is released under the MIT License.</p>\n<p><strong>Additional resources</strong>: The benchmark instances used in the experiments are archived in a companion record at <a href=\"https://doi.org/10.48436/g0cyt-4h155\" 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[{"person_or_org": {"type": "personal", "name": "Fr\u00fchwirth, Lukas", "given_name": "Lukas", "family_name": "Fr\u00fchwirth", "identifiers": [{"identifier": "0009-0005-1848-1062", "scheme": "orcid"}]}, "role": {"id": "contactperson", "title": {"en": "Contact person"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}], "title": "Instances for the Generalized Parallel Machine Scheduling (GPMS) Framework", "publisher": "TU Wien", "publication_date": "2026-06-19", "subjects": [{"id": "http://www.oecd.org/science/inno/38235147.pdf?1.2", "subject": "Computer and information sciences", "scheme": "FOS"}], "contributors": [{"person_or_org": {"type": "personal", "name": "Musliu, Nysret", "given_name": "Nysret", "family_name": "Musliu", "identifiers": [{"identifier": "0000-0002-3992-8637", "scheme": "orcid"}]}, "role": {"id": "supervisor", "title": {"en": "Supervisor"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Winter, Felix", "given_name": "Felix", "family_name": "Winter", "identifiers": [{"identifier": "0000-0002-1012-1258", "scheme": "orcid"}]}, "role": {"id": "supervisor", "title": {"en": "Supervisor"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Einspieler, Christoph", "given_name": "Christoph", "family_name": "Einspieler"}, "role": {"id": "projectmember", "title": {"en": "Project member"}}}], "dates": [{"date": "2026-06-03", "type": {"id": "submitted", "title": {"en": "Submitted"}}}], "languages": [{"id": "eng", "title": {"en": "English"}}], "related_identifiers": [{"identifier": "10.48436/m7ams-x6a79", "scheme": "doi", "relation_type": {"id": "issupplementedby", "title": {"en": "Is supplemented by"}}, "resource_type": {"id": "software", "title": {"de": "Software", "en": "Software"}}}, {"identifier": "10.1609/icaps.v36i1.42866", "scheme": "doi", "relation_type": {"id": "issupplementto", "title": {"en": "Is supplement to"}}, "resource_type": {"id": "publication-conferencepaper", "title": {"de": "Konferenzbeitrag", "en": "Conference Paper"}}}], "rights": [{"id": "cc-by-4.0", "title": {"en": "Creative Commons Attribution 4.0 International"}, "description": {"en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited."}, "icon": "cc-by-icon", "props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}], "description": "<h3><strong>Context and methodology</strong></h3>\n<p>The dataset accompanies the paper \"GPMS: A Generalized Parallel Machine Scheduling Framework with Rich Temporal and Resource Constraints\".</p>\n<p>Link to the paper:&nbsp;<a href=\"https://doi.org/10.1609/icaps.v36i1.42866\" rel=\"noopener\">10.1609/icaps.v36i1.42866</a></p>\n<p><strong>Reference: </strong>Fr&uuml;hwirth, L., Einspieler, C., Musliu, N., &amp; Winter, F. (2026). GPMS: A Generalized Parallel Machine Scheduling Framework with Rich Temporal and Resource Constraints. In <em>Proceedings of the International Conference on Automated Planning and Scheduling</em> (Vol. 36, No. 1, pp. 490-499).</p>\n<p><strong>Purpose</strong>: A benchmark set for evaluating exact and heuristic solution methods for the generalized parallel machine scheduling problem, which combines, among others, time-varying machine availability, precedence constraints with time lags, secondary resources with time-varying capacity, and sequence-dependent setups.</p>\n<p><strong>How created</strong>: Generated instances were produced by a parameterized instance generator under controlled settings (number of jobs and machines, precedence and secondary-resource complexity, sequence-dependent setups, etc.) with fixed random seeds for reproducibility. Real-type instances are derived from real-world production scheduling settings.</p>\n<h3><strong>Technical details</strong></h3>\n<p>Instances are JSON files in four folders: generated/ (216), real_type1/ (77), real_type2/ (11), real_type3/ (3).</p>\n<p>Generated files are named<br>&nbsp; i&lt;idx&gt;_j&lt;jobs&gt;_m&lt;machines&gt;_prec&lt;None|Simple|Complex&gt;_sec&lt;None|Simple|Complex&gt;_seq&lt;n&gt;_inf&lt;n&gt;_fix&lt;n&gt;_seed&lt;n&gt;_&lt;short|long&gt;MP.json, where:</p>\n<p>&nbsp; - j &mdash; number of jobs; m &mdash; number of machines<br>&nbsp; - prec &mdash; precedence complexity (three levels: None / Simple / Complex)<br>&nbsp; - sec &mdash; secondary-resource complexity (three levels: None / Simple / Complex)<br>&nbsp; - seq &mdash; number of jobs with sequence-dependent setup times<br>&nbsp; - inf &mdash; number of non-capacitated machines (which allow overlapping jobs)<br>&nbsp; - fix &mdash; number of jobs with fixed setup or processing timings<br>&nbsp; - seed &mdash; random seed<br>&nbsp; - short/long MP &mdash; shorter vs. longer average machine-period length (same horizon, i.e., more vs. fewer periods)</p>\n<p>Real-type files are named real_type&lt;k&gt;_&lt;idx&gt;[_m&lt;machines&gt;]_j&lt;jobs&gt;.json.</p>\n<p><strong>JSON structure</strong>:</p>\n<p>Each file is one JSON object describing a single instance:</p>\n<p>&nbsp; - Name, Horizon (integer time horizon; all times lie in [0, Horizon]), and the counts JobCount, MachineCount, SecResourceCount.<br>&nbsp; - Machines &mdash; each has Id, IsFinite (true = capacitated, one job at a time; false = non-capacitated, jobs may overlap), and Periods (availability intervals {StartTime, EndTime}).<br>&nbsp; - SecondaryResources &mdash; each has Id, InitialSecResourceUsage, and SecResourcePeriods ({StartTime, EndTime, Capacity, Cost}, i.e. time-varying capacity and per-unit cost).<br>&nbsp; - Objectives &mdash; global objective terms as {Type, Weight} (e.g. TotalWeightedTardiness, SetupTime, SetupProcessCost, TotalMakespan, &hellip;). Weights in the file are defaults; the weightings used per experiment are set in the solver configurations.<br>&nbsp; - Jobs &mdash; each job has:<br>&nbsp; &nbsp; - Id, ReleaseDate, DueDate, HasDeadline, Deadline;<br>&nbsp; &nbsp; - timing-fix flags SetupFixed / ProcessFixed and the fixed times SetupStartFixed / SetupEndFixed / ProcessStartFixed / ProcessEndFixed (null unless fixed);<br>&nbsp; &nbsp; - SeqDependent (indicates whether the job has sequence-dependent setups);<br>&nbsp; &nbsp; - JobObjWeights &mdash; per-job objective weights {Type, Weight};<br>&nbsp; &nbsp; - SetupAndProcessTimes &mdash; per eligible machine {MachineId, ProcessTime, InitialSetupTime, SetupTime, InitialSetupCost, SetupCost, ProcessCost, MaxOperationSpanIncrease} (a job is eligible on the machines listed here);<br>&nbsp; &nbsp; - SeqDepSetupTimes &mdash; sequence-dependent setup increments {MachineId, FromJobId, AddToSetupTime, AddToSetupCost}, applied when the job directly follows FromJobId;<br>&nbsp; &nbsp; - SecResourceDemands &mdash; {MachineId, ResourceId, InitialSetupDemand, InitialSetupType, SetupDemand, SetupType, ProcessDemand, ProcessType}, where the *Type fields give the demand profile (Pulse, NegPulse, StepAtStart, NegStepAtStart, StepAtEnd, NegStepAtEnd);<br>&nbsp; &nbsp; - Precedences &mdash; relations to other jobs as {JobId (of predecessor), TransferFactor, MinLag, MaxLag, NoJobInBetween, ConditionalMachineEligibilities};</p>\n<p>&nbsp; All times, demands, capacities, and costs are integers.</p>\n<p><strong>Required software</strong>: The files are plain JSON and can be opened and parsed with any standard tool &mdash; no specific software is required to read them. To load, solve, and validate instances, an open-source .NET 8 solver is provided (see below); the MiniZinc constraint models additionally require a MiniZinc installation.</p>\n<p><strong>Additional resources:</strong> The solver source code, constraint models, experiment configurations, and build/run instructions are archived at <a href=\"https://doi.org/10.48436/m7ams-x6a79\" rel=\"noopener\">10.48436/m7ams-x6a79</a></p>"}, "custom_fields": {}, "access": {"record": "public", "files": "public", "embargo": {"active": false, "reason": null}, "status": "open"}, "files": {"enabled": true, "order": [], "count": 1, "total_bytes": 77704325, "entries": {"GeneralizedParallelMachineScheduling_Instances.zip": {"id": "592c8969-8e19-4d96-888c-7bd07ac8d77a", "checksum": "md5:8f3e10cc87ca380dc2fc014814cc7944", "ext": "zip", "size": 77704325, "mimetype": "application/zip", "key": "GeneralizedParallelMachineScheduling_Instances.zip", "metadata": {}, "access": {"hidden": false}}}}, "media_files": {"enabled": false, "order": [], "count": 0, "total_bytes": 0, "entries": {}}, "status": "published", "deletion_status": {"is_deleted": false, "status": "P"}, "stats": {"this_version": {"views": 20, "unique_views": 18, "downloads": 2, "unique_downloads": 2, "data_volume": 155408650.0}, "all_versions": {"views": 20, "unique_views": 18, "downloads": 2, "unique_downloads": 2, "data_volume": 155408650.0}}}, {"id": "9n3nq-9gq15", "created": "2026-06-19T07:11:16.135074+00:00", "updated": "2026-06-19T07:11:16.268867+00:00", "links": {"self": "https://researchdata.tuwien.at/api/records/9n3nq-9gq15", "self_html": "https://researchdata.tuwien.at/records/9n3nq-9gq15", "preview_html": "https://researchdata.tuwien.at/records/9n3nq-9gq15?preview=1", "doi": "https://doi.org/10.48436/9n3nq-9gq15", "self_doi": "https://doi.org/10.48436/9n3nq-9gq15", "self_doi_html": "https://researchdata.tuwien.at/doi/10.48436/9n3nq-9gq15", "reserve_doi": "https://researchdata.tuwien.at/api/records/9n3nq-9gq15/draft/pids/doi", "parent": "https://researchdata.tuwien.at/api/records/c0wnc-q8d85", "parent_html": "https://researchdata.tuwien.at/records/c0wnc-q8d85", "parent_doi": "https://doi.org/10.48436/c0wnc-q8d85", "parent_doi_html": "https://researchdata.tuwien.at/doi/10.48436/c0wnc-q8d85", "self_iiif_manifest": "https://researchdata.tuwien.at/api/iiif/record:9n3nq-9gq15/manifest", "self_iiif_sequence": "https://researchdata.tuwien.at/api/iiif/record:9n3nq-9gq15/sequence/default", "files": "https://researchdata.tuwien.at/api/records/9n3nq-9gq15/files", "media_files": "https://researchdata.tuwien.at/api/records/9n3nq-9gq15/media-files", "latest": "https://researchdata.tuwien.at/api/records/9n3nq-9gq15/versions/latest", "latest_html": "https://researchdata.tuwien.at/records/9n3nq-9gq15/latest", "versions": "https://researchdata.tuwien.at/api/records/9n3nq-9gq15/versions", "draft": "https://researchdata.tuwien.at/api/records/9n3nq-9gq15/draft", "access_links": "https://researchdata.tuwien.at/api/records/9n3nq-9gq15/access/links", "access_grants": "https://researchdata.tuwien.at/api/records/9n3nq-9gq15/access/grants", "access_users": "https://researchdata.tuwien.at/api/records/9n3nq-9gq15/access/users", "access_request": "https://researchdata.tuwien.at/api/records/9n3nq-9gq15/access/request", "access": "https://researchdata.tuwien.at/api/records/9n3nq-9gq15/access", "communities": "https://researchdata.tuwien.at/api/records/9n3nq-9gq15/communities", "communities-suggestions": "https://researchdata.tuwien.at/api/records/9n3nq-9gq15/communities-suggestions", "requests": "https://researchdata.tuwien.at/api/records/9n3nq-9gq15/requests"}, "revision_id": 6, "parent": {"id": "c0wnc-q8d85", "access": {"owned_by": {"user": "937"}, "settings": {"allow_user_requests": true, "allow_guest_requests": true, "accept_conditions_text": null, "secret_link_expiration": 30}}, "communities": {}, "pids": {"doi": {"identifier": "10.48436/c0wnc-q8d85", "provider": "datacite", "client": "datacite"}}}, "versions": {"is_latest": true, "index": 1}, "is_published": true, "is_draft": false, "pids": {"doi": {"identifier": "10.48436/9n3nq-9gq15", "provider": "datacite", "client": "datacite"}, "oai": {"identifier": "oai:researchdata.tuwien.ac.at:9n3nq-9gq15", "provider": "oai"}}, "metadata": {"resource_type": {"id": "dataset", "title": {"de": "Datensatz", "en": "Dataset"}}, "creators": [{"person_or_org": {"type": "personal", "name": "Pimenov, Andrei", "given_name": "Andrei", "family_name": "Pimenov"}, "role": {"id": "datamanager", "title": {"en": "Data manager"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Savchenko, M. L.", "given_name": "M. L.", "family_name": "Savchenko"}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}}, {"person_or_org": {"type": "personal", "name": "Gospodaric, J.", "given_name": "J.", "family_name": "Gospodaric"}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}}, {"person_or_org": {"type": "personal", "name": "Shuvaev, A.", "given_name": "A.", "family_name": "Shuvaev"}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}}, {"person_or_org": {"type": "personal", "name": "Dmitriev, I. A.", "given_name": "I. A.", "family_name": "Dmitriev"}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}}, {"person_or_org": {"type": "personal", "name": "Dziom, V.", "given_name": "V.", "family_name": "Dziom"}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}}, {"person_or_org": {"type": "personal", "name": "Dobretsova, A. A.", "given_name": "A. A.", "family_name": "Dobretsova"}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}}, {"person_or_org": {"type": "personal", "name": "Mikhailov, N. N.", "given_name": "N. N.", "family_name": "Mikhailov"}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}}, {"person_or_org": {"type": "personal", "name": "Kvon, Z. D.", "given_name": "Z. D.", "family_name": "Kvon"}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}}], "title": "Optical Shubnikov\u2013de Haas oscillations in two-dimensional electron systems", "publisher": "TU Wien", "publication_date": "2026-06-17", "subjects": [{"subject": "Shubnikov de Haas"}, {"subject": "Terahertz"}, {"subject": "Quantum well"}], "related_identifiers": [{"identifier": "10.1103/PhysRevResearch.6.L022027", "scheme": "doi", "relation_type": {"id": "issupplementto", "title": {"en": "Is supplement to"}}, "resource_type": {"id": "dataset", "title": {"de": "Datensatz", "en": "Dataset"}}}], "rights": [{"id": "cc-by-4.0", "title": {"en": "Creative Commons Attribution 4.0 International"}, "description": {"en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited."}, "icon": "cc-by-icon", "props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}], "description": "<p>These are the data to the paper:</p>\n<p class=\"MsoNormal\">M. L. Savchenko, J. Gospodari\u010d, A. Shuvaev, I. A. Dmitriev, V. Dziom, A. A. Dobretsova, N. N. Mikhailov, Z. D. Kvon, and A. Pimenov<br><strong>&bdquo;Optical Shubnikov&ndash;de Haas oscillations in two-dimensional electron systems&ldquo;</strong><br>Phys. Rev. Research <strong>6</strong>, L022027 (2024). <a href=\"https://doi.org/10.1103/PhysRevResearch.6.L022027\">https://doi.org/10.1103/PhysRevResearch.6.L022027</a></p>\n<p>File format: \"OriginPro\" (OriginLab Corporation)</p>\n<p>The file: \"Transmission_Field.opju\" contains the magnetic field dependence of the transmittance measured at 950 GHz and with different gate voltages corresponding to different Fermi level positions. Also given is the gate voltage dependence of the cyclotron effective mass which corresponds to the linear electron spectrum in the HgTe quantum well with critical thickness. Transmittance oscillations measured at 1019 GHz and atVg = 9V together with SdH oscillations of capacitance, are obtained subtracting the smooth part of the transmittance |t |^2. The theory curve is calculated using Eqs. (1) and (3) of the main text. The phase of dynamic SdH oscillations is flipped across the node.</p>\n<p>The file \"Nodes_in_Transmission.opju\" showsthe imaginary vs real parts of the transmission amplitude t . The tunable nodes arise when t and its small correction &delta;t are perpendicular to each other on the complex plane. Also shown are the magnetic field dependences of sin(&pi;&omega;/&omega;c ) (universal nodes) and of calculated transmittance SdH oscillations; and the graphical solution of Eq. (4) of the main paper determining the tunable nodes in transmittance.</p>\n<p>The file \"Phase_SdH.opju\" contains the magnetic field dependences of the amplitude of the parallel transmittance |t_p| and its phase \u03d5, respectively, measured at 360 GHz. Oscillations of the parallel transmittance amplitude and its phase are given in 1/B scale, the smooth parts in |t_p|^2 and \u03d5 were subtracted. Black thick lines are experimental data, red thin lines are fits based on Eqs. (1) and (3) of the main paper.</p>", "additional_descriptions": [{"description": "<p class=\"MsoNormal\">We report on dynamic Shubnikov&ndash;de Haas (SdH) oscillations that are measured in the optical response, subterahertz transmittance of two-dimensional systems, and reveal two distinct types of oscillation nodes: &ldquo;universal&rdquo; nodes at integer ratios of radiation and cyclotron frequencies and &ldquo;tunable&rdquo; nodes at positions sensitive to all parameters of the structure. The nodes in both real and imaginary parts of the measured complex transmittance are analyzed using a dynamic version of the static Lifshitz-Kosevich formula. These results demonstrate that the node structure of the dynamic SdH oscillations provides an all-optical access to quantization- and interaction-induced renormalization effects, in addition to parameters one can obtain from the static SdH oscillations.</p>", "type": {"id": "abstract", "title": {"en": "Abstract"}}}], "funding": [{"funder": {"id": "013tf3c58", "name": "FWF Austrian Science Fund"}, "award": {"number": "I 5539-N", "title": {"en": "New magnetoelectricity based on local and global symmetries"}, "identifiers": [{"identifier": "https://www.fwf.ac.at/en/research-radar/10.55776/I5539", "scheme": "url"}]}}]}, "custom_fields": {}, "access": {"record": "public", "files": "public", "embargo": {"active": false, "reason": null}, "status": "open"}, "files": {"enabled": true, "order": [], "count": 3, "total_bytes": 1338961, "entries": {"Phase_SdH.opju": {"id": "4e90b476-3b9c-4f3f-8f7f-4eebbecdcb47", "checksum": "md5:9b964093c1a8561e5c2b9eb25d931fad", "ext": "opju", "size": 432626, 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"members_visibility": "public", "member_policy": "open", "record_submission_policy": "open", "review_policy": "closed"}, "deletion_status": {"is_deleted": false, "status": "P"}, "children": {"allow": false}}]}, "pids": {"doi": {"identifier": "10.48436/df2v6-5s920", "provider": "datacite", "client": "datacite"}}}, "versions": {"is_latest": true, "index": 1}, "is_published": true, "is_draft": false, "pids": {"doi": {"identifier": "10.48436/qfx24-1nr95", "provider": "datacite", "client": "datacite"}, "oai": {"identifier": "oai:researchdata.tuwien.ac.at:qfx24-1nr95", "provider": "oai"}}, "metadata": {"resource_type": {"id": "dataset", "title": {"de": "Datensatz", "en": "Dataset"}}, "creators": [{"person_or_org": {"type": "personal", "name": "Triesch, Benedikt", "given_name": "Benedikt", "family_name": "Triesch"}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}, {"person_or_org": {"type": "organizational", "name": "E251-1 FOB Baugeschichte Bauforschung"}, "role": {"id": "projectleader", "title": {"en": "Project leader"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}], "title": "Schloss Drosendorf - Bestandspl\u00e4ne Bauaufnahme WS2023", "publisher": "TU Wien", "publication_date": "2026-06-08", "subjects": [{"subject": "Architektur"}, {"subject": "Bestandsaufnahme"}, {"subject": "Baudokumentation"}, {"subject": "Baugeschichte"}, {"subject": "Bauforschung"}, {"subject": "Schloss Drosendorf"}], "contributors": [{"person_or_org": {"type": "personal", "name": "D\u00f6ring-Williams, Marina", "given_name": "Marina", "family_name": "D\u00f6ring-Williams", "identifiers": [{"identifier": "0000-0001-6671-1372", "scheme": "orcid"}]}, "role": {"id": "supervisor", "title": {"en": "Supervisor"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Stampfer, Lukas", "given_name": "Lukas", "family_name": "Stampfer", "identifiers": [{"identifier": "0000-0002-1349-8616", "scheme": "orcid"}]}, "role": {"id": "supervisor", "title": {"en": "Supervisor"}}, "affiliations": [{"name": "TU Wien"}]}], "languages": [{"id": "deu", "title": {"en": "German"}}], "related_identifiers": [{"identifier": "10.34726/hss.2023.115022", "scheme": "doi", "relation_type": {"id": "continues", "title": {"en": "Continues"}}, "resource_type": {"id": "publication-thesis", "title": {"de": "Akademische Arbeit", "en": "Thesis"}}}], "rights": [{"id": "cc-by-nc-sa-4.0", "title": {"en": "Creative Commons Attribution Non Commercial Share Alike 4.0 International"}, "description": {"en": ""}, "icon": "cc-by-nc-sa-icon", "props": {"url": "https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode", "scheme": "spdx"}}], "description": "<h2>Beschreibung</h2>\n<p>Bestandspl&auml;ne des Schloss Drosendorf:</p>\n<ul>\n<li>Grundrisse UG / EG / 1.OG / 2.OG / Dachaufsicht</li>\n<li>L&auml;ngsschnitt / Querschnitt</li>\n</ul>\n<h3>Kontext und Methodik</h3>\n<ul>\n<li>Bauaufnahme im Rahmen einer Lehrveranstaltung im Wintersemester 2023</li>\n<li>Planausarbeitung durch B. Triesch im Rahmen seiner Diplomarbeit:</li>\n</ul>\n<p>\"Digitale Transformation historischer Geb&auml;ude: BIM-Integration mit Rhino.inside.Revit am Beispiel von Schloss Drosendorf\"</p>\n<h3>Technische Informationen</h3>\n<ul>\n<li>Planerstellung auf Basis eines verformungstreuen 3D-Laserscans</li>\n<li>Ma&szlig;stab 1:100</li>\n<li>Ausarbeitung in Rhinoceros 3D und Export als PDF, Planlayout mittels Adobe InDesign</li>\n</ul>"}, "custom_fields": {}, "access": {"record": "public", "files": "restricted", "embargo": {"active": false, "reason": null}, "status": "restricted"}, "files": {"enabled": true}, "media_files": {"enabled": false}, "status": "published", "deletion_status": {"is_deleted": false, "status": "P"}, "stats": {"this_version": {"views": 39, "unique_views": 34, "downloads": 36, "unique_downloads": 29, "data_volume": 10523881500.0}, "all_versions": {"views": 39, "unique_views": 34, "downloads": 36, "unique_downloads": 29, "data_volume": 10523881500.0}}}, {"id": 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[{"person_or_org": {"type": "personal", "name": "Laa, Dominik", "given_name": "Dominik", "family_name": "Laa", "identifiers": [{"identifier": "0009-0007-9721-2446", "scheme": "orcid"}]}, "role": {"id": "contactperson", "title": {"en": "Contact person"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Geyer, Sebastian", "given_name": "Sebastian", "family_name": "Geyer", "identifiers": [{"identifier": "0009-0000-6882-4178", "scheme": "orcid"}]}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}, "affiliations": [{"name": "Hochschule Campus Wien"}]}, {"person_or_org": {"type": "personal", "name": "Koch, Thomas", "given_name": "Thomas", "family_name": "Koch", "identifiers": [{"identifier": "0000-0003-2801-3113", "scheme": "orcid"}]}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Stampfl, J\u00fcrgen", "given_name": "J\u00fcrgen", "family_name": "Stampfl", "identifiers": [{"identifier": "0000-0002-3626-5647", "scheme": "orcid"}]}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}, "affiliations": [{"name": "TU Wien"}]}], "title": "Research Data for \"Topological Influence on the Tensile Performance of Multi-Material SLA 3D Printed Cellular Structures\"", "publisher": "TU Wien", "publication_date": "2026-06-17", "subjects": [{"subject": "multi-material 3D printing"}, {"subject": "vat photopolymerization"}, {"subject": "stereolithography"}, {"subject": "Cellular Solids"}, {"subject": "Voxel-based Design"}, {"subject": "Predictive Modeling"}], "dates": [{"date": "2026-04-29", "type": {"id": "collected", "title": {"en": "Collected"}}, "description": "Data uploaded to TU Wien Researchdata"}], "languages": [{"id": "eng", "title": {"en": "English"}}], "rights": [{"id": "cc-by-4.0", "title": {"en": "Creative Commons Attribution 4.0 International"}, "description": {"en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited."}, "icon": "cc-by-icon", "props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}, {"id": "gpl-3.0-or-later", "title": {"en": "GNU General Public License v3.0 or later"}, "description": {"en": "Permissions of this strong copyleft license are conditioned on making available complete source code of licensed works and modifications, which include larger works using a licensed work, under the same license. Copyright and license notices must be preserved. Contributors provide an express grant of patent rights."}, "props": {"url": "https://www.gnu.org/licenses/gpl-3.0-standalone.html", "scheme": "spdx"}}], "description": "<h3>Context and methodology</h3>\n<p>This dataset was developed within the field of Additive Manufacturing (AM), specifically focusing on Multi-Material Stereo Lithography (MMSL). It investigates the mechanical behavior of heterogeneous cellular structures fabricated using a modified MMSL platform. The dataset provides the experimental base for how different topologies and material distributions influence mechanical properties. The dataset was created through the following workflow:</p>\n<ol>\n<li><strong>Design:&nbsp;</strong>60 unique combinations where considered in the design space, 20 of them have been selected for the following training steps, 4 for the validation. The selection methodology is part of this dataset.&nbsp;</li>\n<li><strong>Fabrication:&nbsp;</strong>Specimens were printed on the MMSL machine with two distinct photopolymers.</li>\n<li><strong>Testing:&nbsp;</strong>Tensile tests were performed on an Zwick Z050, the unfiltered results are available in this dataset.&nbsp;</li>\n<li><strong>Prediction:</strong> Results of tensile tests were used to build models and predict the results of all 60 unique combinations.</li>\n<li><strong>Validation:&nbsp;</strong>Predictions were compared agains the later tested validation set.&nbsp;</li>\n</ol>\n<h3>Technical details</h3>\n<ul>\n<li>The dataset is split into 4 sections: Boundary Represented Geometries (B-rep), Voxel Represented Geometries (V-rep), Results and R-Processing</li>\n<li>The B-rep geometries can be opened with any compatible software, as unit for the .STL files mm was utilized. The V-rep files can be opened layer per layer with any image viewer. Results are available for Microsoft Excel. The processing files are written in R and can be inspected by any text-editor or executed with R-Studio.&nbsp;</li>\n</ul>\n<h3>Using the R-Project</h3>\n<ul>\n<li class=\"font-claude-response-body whitespace-normal break-words pl-2\">Open the project in RStudio</li>\n<li>To modify the filter method or other basic properties, edit R_Setup.R</li>\n<li>Run Filter_Overview.qmd to apply the filtering logic and evaluate its effect</li>\n<li>Run Data_Overview.qmd to get an overview of the data after filtering</li>\n<li>Run any of the Analysis_Pipelines to run the respective machine learning method</li>\n<li>If R-Studio is unavailable, existing results can be reviewed by opening the .html files with any browser</li>\n</ul>\n<h3>Further details</h3>\n<ul>\n<li>If you use the dataset, please cite the original paper!</li>\n</ul>\n<h3>Changelog</h3>\n<ul>\n<li>Version 1: Initial Upload of the Dataset</li>\n<li>Version 2:\n<ul>\n<li>Added nanoindendation results (Nanoindendation.xlsx)</li>\n<li>Added additional tenisile test results (Tensile_Tests_5.xlsx)</li>\n<li>Removed predictions and models, as they are dependent on the setup of the R-project (Model_Results_Detailed.xlsx, All_Predictions_Detailed.xlsx)</li>\n<li>Rewritten the complete R-Processing: Includs different filtering methods and statistical model methods now, split overall several files&nbsp;</li>\n<li>Updated this description with information how the R-Project can be used and added the changelog</li>\n</ul>\n</li>\n</ul>"}, "custom_fields": {}, "access": {"record": "public", "files": "public", "embargo": {"active": false, "reason": null}, "status": "open"}, "files": {"enabled": true, "order": [], "count": 4, "total_bytes": 35294821, "entries": {"Results.zip": {"id": "116e8d9f-0077-4994-90ea-229f8fb299fd", "checksum": "md5:3e73bc41268c6b44b8b1056fd3035629", "ext": "zip", "size": 12387703, "mimetype": "application/zip", "key": "Results.zip", "metadata": {}, "access": {"hidden": 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"grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Loderer, Walter", "given_name": "Walter", "family_name": "Loderer"}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}], "title": "TU-Chimney 2023", "publisher": "TU Wien", "publication_date": "2026-06-01", "subjects": [{"subject": "deformation analysis"}, {"subject": "TLS"}, {"subject": "geodetic network"}, {"subject": "geomonitoring"}, {"subject": "chimney"}], "contributors": [{"person_or_org": {"type": "personal", "name": "\u00d6tsch, Elisabeth", "given_name": "Elisabeth", "family_name": "\u00d6tsch", "identifiers": [{"identifier": "0000-0002-5721-9084", "scheme": "orcid"}]}, "role": {"id": "contactperson", "title": {"en": "Contact person"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Loderer, Walter", "given_name": "Walter", "family_name": "Loderer"}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Neuner, Hans-Berndt", "given_name": "Hans-Berndt", "family_name": "Neuner", "identifiers": [{"identifier": "0000-0002-2846-1402", "scheme": "orcid"}]}, "role": {"id": "projectleader", "title": {"en": "Project leader"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}], "rights": [{"id": "cc-by-4.0", "title": {"en": "Creative Commons Attribution 4.0 International"}, "description": {"en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited."}, "icon": "cc-by-icon", "props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}], "description": "<h1>TU-Chimney 2023</h1>\n<p>This dataset comprises (cleaned) point clouds (in .pts format) as well as tachymetric measurement data in ASCII format acquired in July and August 2023. The objective of the data acquisition constituted in the monitoring of an inoperative industrial chimney located at the Campus Arsenal of TU Wien in Vienna, Austria. Multiple epochs were acquired throughout 2 separate measurement days (21 August 2023 and 28 July 2023).&nbsp;</p>\n<p>The data are cleaned. The epochs are registered and the files are named in order to allocate them correctly to the respective acquisition epoch.&nbsp;<br><br>The dataset contains five measurement epochs comprising TLS data and raw data from tachymetric measurements (in .txt format) used for registration. <br>The network measurements have to following Format:&nbsp;<br><br>Format#1: Station;Target;Target height;Direction;Vertical Angle;Slope Distance; Time stamp;X;Y;Z;</p>\n<p>Format#2: Station; Target;Direction; Vertical Angle; Slope Distance;X;Y;Z;</p>\n<p>The .txt Files are built for column-based insertion in JAG3D (https://software.applied-geodesy.org/de/) - an open source software for geodetic network adjustment.&nbsp;</p>", "additional_descriptions": [{"description": "<h3>EPref: Reference epoch acquired on 23rd August 2023 from 5-7 AM<br>(Comprised in EP_ref (AUG).zip)</h3>\n<div><strong>Point clouds:&nbsp;</strong>(Acquired with Leica MS60 from same station)</div>\n<div>\n<ul>\n<li>&nbsp;EPref_chimney_full_noRings.pts (Scan of Northern side of Chimney, Scan Rate 8kHz, Scan Resolution ~3mm)</li>\n<li>EPref_chimney_sub3cm_seg.pts (EPref_chimney_full_noRings.pts subsampled with 3cm spatial resolution and points within the joints are eliminated)</li>\n<li>EPref_chimney_sub3cm_unseg.pts (EPref_chimney_full_noRings.pts subsampled with 3cm spatial resolution)</li>\n<li>EPref_chimney_sub6cm_seg_subsetofsub3.pts (EPref_chimney_sub3cm_seg.pts subsampled with 6cm spatial resolution)</li>\n<li>EPref_chimney_sub12cm_seg_subsetofsub3.pts (EPref_chimney_sub3cm_seg.pts subsampled with 12cm spatial resolution)</li>\n<li>EPref_chimney_sub6cm_unseg_subsetofsub3.pts (EPref_chimney_sub3cm_unseg.pts subsampled with 6cm spatial resolution)</li>\n<li>EPref_chimney_sub12cm_unseg_subsetofsub3.pts (EPref_chimney_sub3cm_unseg.pts subsampled with 12cm spatial resolution)</li>\n<li>EPref_chimney_BWN1.pts (Scan of BW target mounted on Chimney, Scan Rate 1kHz, Scan Resolution ~1mm)</li>\n<li>EPref_chimney_BWN2.pts (Scan of BW target mounted on Chimney, Scan Rate 1kHz, Scan Resolution ~1mm)</li>\n<li>EPref_chimney_BWN3.pts (Scan of BW target mounted on Chimney, Scan Rate 1kHz, Scan Resolution ~1mm)</li>\n<li>EPref_chimney_BWN4.pts (Scan of BW target mounted on Chimney, Scan Rate 1kHz, Scan Resolution ~1mm)</li>\n</ul>\n</div>\n<div><strong>Tachymetric Measurements:</strong> (Acquired with Leica MS60 and Leica TS16)</div>\n<div>\n<ul>\n<li>\n<div>TS16_EPref_chimney_jag3Dimport.txt (Network measurements acquired with Leica TS16, Format#1)</div>\n</li>\n<li>\n<div>MS60_EPref_chimney_jag3Dimport.txt (Network measurements acquired with Leica MS60, Format#1)</div>\n</li>\n<li>MS60_EPref_chimney_BWtargets_jag3Dimport.txt (BW Target measurements derived from EPref_chimney_BWN1-4 centroid detection, Format#2)</li>\n</ul>\n</div>\n<div>&nbsp;</div>", "type": {"id": "series-information", "title": {"en": "Series information"}}, "lang": {"id": "eng", "title": {"en": "English"}}}, {"description": "<h3>EP1_comp: Comparison epoch acquired on 23rd August 2023 from 3-5 PM<br>(Comprised in EP_1_comp (AUG).zip)</h3>\n<div><strong>Point clouds:&nbsp;</strong>(Acquired with Leica MS60 from same station)</div>\n<div>\n<ul>\n<li>&nbsp;EP1_comp_chimney_full_noRings.pts (Scan of Northern side of Chimney, Scan Rate 8kHz, Scan Resolution ~3mm)</li>\n<li>EP1_comp_chimney_sub3cm_seg.pts (EP1_comp_chimney_full_noRings.pts subsampled with 3cm spatial resolution and points within the joints are eliminated)</li>\n<li>EP1_comp_chimney_sub3cm_unseg.pts (EP1_comp_chimney_full_noRings.pts subsampled with 3cm spatial resolution)</li>\n<li>EP1_comp_chimney_sub6cm_seg_subsetofsub3.pts (EP1_comp_chimney_sub3cm_seg.pts subsampled with 6cm spatial resolution)</li>\n<li>EP1_comp_chimney_sub12cm_seg_subsetofsub3.pts (EP1_comp_chimney_sub3cm_seg.pts subsampled with 12cm spatial resolution)</li>\n<li>EP1_comp_chimney_sub6cm_unseg_subsetofsub3.pts (EP1_comp_chimney_sub3cm_unseg.pts subsampled with 6cm spatial resolution)</li>\n<li>EP1_comp_chimney_sub12cm_unseg_subsetofsub3.pts (EP1_comp_chimney_sub3cm_unseg.pts subsampled with 12cm spatial resolution)</li>\n<li>EP1_comp_chimney_BWN1.pts (Scan of BW target mounted on Chimney, Scan Rate 1kHz, Scan Resolution ~1mm)</li>\n<li>EP1_comp_chimney_BWN2.pts (Scan of BW target mounted on Chimney, Scan Rate 1kHz, Scan Resolution ~1mm)</li>\n<li>EP1_comp_chimney_BWN3.pts (Scan of BW target mounted on Chimney, Scan Rate 1kHz, Scan Resolution ~1mm)</li>\n<li>EP1_comp_chimney_BWN4.pts (Scan of BW target mounted on Chimney, Scan Rate 1kHz, Scan Resolution ~1mm)<br><br>\n<div><strong>Tachymetric Measurements: </strong>(Acquired with Leica MS60 and Leica TS16)</div>\n<div>\n<ul>\n<li>\n<div>TS16_EP1_comp_jag3Dimport.txt (Network measurements acquired with Leica TS16, Format#1)</div>\n</li>\n<li>\n<div>MS60_EP1_comp_jag3Dimport.txt (Network measurements acquired with Leica MS60, Format#1)</div>\n</li>\n<li>MS60_EP1_comp_BWtargets_jag3Dimport.txt (BW Target measurements derived from EP1_comp_chimney_BWN1-4 centroid detection, Format#2)</li>\n</ul>\n</div>\n</li>\n</ul>\n</div>", "type": {"id": "series-information", "title": {"en": "Series information"}}, "lang": {"id": "eng", "title": {"en": "English"}}}, {"description": "<h3>EP2_comp: Comparison epoch acquired on 23rd August 2023 from 8-10 AM<br>(Comprised in EP_2_comp (AUG).zip)</h3>\n<div><strong>Point clouds:&nbsp;</strong>(Acquired with Leica MS60 from same station)</div>\n<div>\n<ul>\n<li>&nbsp;EP2_comp_chimney_full_noRings.pts (Scan of Northern side of Chimney, Scan Rate 8kHz, Scan Resolution ~3mm)</li>\n<li>EP2_comp_chimney_sub3cm_seg.pts (EP2_comp_chimney_full_noRings.pts subsampled with 3cm spatial resolution and points within the joints are eliminated)</li>\n<li>EP2_comp_chimney_sub3cm_unseg.pts (EP2_comp_chimney_full_noRings.pts subsampled with 3cm spatial resolution)</li>\n<li>EP2_comp_chimney_sub6cm_seg_subsetofsub3.pts (EP2_comp_chimney_sub3cm_seg.pts subsampled with 6cm spatial resolution)</li>\n<li>EP2_comp_chimney_sub12cm_seg_subsetofsub3.pts (EP2_comp_chimney_sub3cm_seg.pts subsampled with 12cm spatial resolution)</li>\n<li>EP2_comp_chimney_sub6cm_unseg_subsetofsub3.pts (EP2_comp_chimney_sub3cm_unseg.pts subsampled with 6cm spatial resolution)</li>\n<li>EP2_comp_chimney_sub12cm_unseg_subsetofsub3.pts (EP2_comp_chimney_sub3cm_unseg.pts subsampled with 12cm spatial resolution)</li>\n<li>EP2_comp_chimney_BWN1.pts (Scan of BW target mounted on Chimney, Scan Rate 1kHz, Scan Resolution ~1mm)</li>\n<li>EP2_comp_chimney_BWN2.pts (Scan of BW target mounted on Chimney, Scan Rate 1kHz, Scan Resolution ~1mm)</li>\n<li>EP2_comp_chimney_BWN3.pts (Scan of BW target mounted on Chimney, Scan Rate 1kHz, Scan Resolution ~1mm)</li>\n<li>EP2_comp_chimney_BWN4.pts (Scan of BW target mounted on Chimney, Scan Rate 1kHz, Scan Resolution ~1mm)<br><br>\n<div><strong>Tachymetric Measurements: </strong>(Acquired with Leica MS60 and Leica TS16)</div>\n<div>\n<ul>\n<li>\n<div>TS16_EP2_comp_jag3Dimport.txt (Network measurements acquired with Leica TS16, Format#1)</div>\n</li>\n<li>\n<div>MS60_EP2_comp_jag3Dimport.txt (Network measurements acquired with Leica MS60, Format#1)</div>\n</li>\n<li>MS60_EP2_comp_BWtargets_jag3Dimport.txt (BW Target measurements derived from EP2_comp_chimney_BWN1-4 centroid detection, Format#2)</li>\n</ul>\n</div>\n</li>\n</ul>\n</div>", "type": {"id": "series-information", "title": {"en": "Series information"}}, "lang": {"id": "eng", "title": {"en": "English"}}}, {"description": "<h3>EP3_comp: Comparison epoch acquired on 28th July 2023 from 12-2 PM<br>(Comprised in EP_3_comp (JUL).zip)</h3>\n<div><strong>Point clouds:&nbsp;</strong>(Acquired with Leica MS60 from same station)</div>\n<div>\n<ul>\n<li>&nbsp;EP3_comp_chimney_full_noRings.pts (Scan of Northern side of Chimney, Scan Rate 8kHz, Scan Resolution ~3mm)</li>\n<li>EP3_comp_chimney_sub3cm_seg.pts (EP3_comp_chimney_full_noRings.pts subsampled with 3cm spatial resolution and points within the joints are eliminated)</li>\n<li>EP3_comp_chimney_sub3cm_unseg.pts (EP3_comp_chimney_full_noRings.pts subsampled with 3cm spatial resolution)</li>\n<li>EP3_comp_chimney_sub6cm_seg_subsetofsub3.pts (EP3_comp_chimney_sub3cm_seg.pts subsampled with 6cm spatial resolution)</li>\n<li>EP3_comp_chimney_sub12cm_seg_subsetofsub3.pts (EP3_comp_chimney_sub3cm_seg.pts subsampled with 12cm spatial resolution)</li>\n<li>EP3_comp_chimney_sub6cm_unseg_subsetofsub3.pts (EP3_comp_chimney_sub3cm_unseg.pts subsampled with 6cm spatial resolution)</li>\n<li>EP3_comp_chimney_sub12cm_unseg_subsetofsub3.pts (EP3_comp_chimney_sub3cm_unseg.pts subsampled with 12cm spatial resolution)</li>\n<li>EP3_comp_chimney_BWN1.pts (Scan of BW target mounted on Chimney, Scan Rate 1kHz, Scan Resolution ~1mm)</li>\n<li>EP3_comp_chimney_BWN2.pts (Scan of BW target mounted on Chimney, Scan Rate 1kHz, Scan Resolution ~1mm)</li>\n<li>EP3_comp_chimney_BWN3.pts (Scan of BW target mounted on Chimney, Scan Rate 1kHz, Scan Resolution ~1mm)</li>\n<li>EP3_comp_chimney_BWN4.pts (Scan of BW target mounted on Chimney, Scan Rate 1kHz, Scan Resolution ~1mm)<br><br><strong>Tachymetric Measurements:&nbsp;</strong>(Acquired with Leica MS60 )\n<div>\n<ul>\n<li>\n<div>MS60_EP3_comp_jag3Dimport.txt (Network measurements acquired with Leica MS60, Format#1)</div>\n</li>\n<li>MS60_EP3_comp_BWtargets_jag3Dimport.txt (BW Target measurements derived from EP3_comp_chimney_BWN1-4 centroid detection, Format#2)</li>\n</ul>\n</div>\n</li>\n</ul>\n<div>&nbsp;</div>\n</div>", "type": {"id": "series-information", "title": {"en": "Series information"}}}, {"description": "<h3>EP4_comp: Comparison epoch acquired on 28th July 2023 from 5-7 AM<br>(Comprised in EP_4_comp (JUL).zip)</h3>\n<div><strong>Point clouds:&nbsp;</strong>(Acquired with Leica MS60 from same station)</div>\n<div>\n<ul>\n<li>&nbsp;EP4_comp_chimney_full_noRings.pts (Scan of Northern side of Chimney, Scan Rate 8kHz, Scan Resolution ~3mm)</li>\n<li>EP4_comp_chimney_sub3cm_seg.pts (EP4_comp_chimney_full_noRings.pts subsampled with 3cm spatial resolution and points within the joints are eliminated)</li>\n<li>EP4_comp_chimney_sub3cm_unseg.pts (EP4_comp_chimney_full_noRings.pts subsampled with 3cm spatial resolution)</li>\n<li>EP4_comp_chimney_sub6cm_seg_subsetofsub3.pts (EP4_comp_chimney_sub3cm_seg.pts subsampled with 6cm spatial resolution)</li>\n<li>EP4_comp_chimney_sub12cm_seg_subsetofsub3.pts (EP4_comp_chimney_sub3cm_seg.pts subsampled with 12cm spatial resolution)</li>\n<li>EP4_comp_chimney_sub6cm_unseg_subsetofsub3.pts (EP4_comp_chimney_sub3cm_unseg.pts subsampled with 6cm spatial resolution)</li>\n<li>EP4_comp_chimney_sub12cm_unseg_subsetofsub3.pts (EP4_comp_chimney_sub3cm_unseg.pts subsampled with 12cm spatial resolution)</li>\n<li>EP4_comp_chimney_BWN1.pts (Scan of BW target mounted on Chimney, Scan Rate 1kHz, Scan Resolution ~1mm)</li>\n<li>EP4_comp_chimney_BWN2.pts (Scan of BW target mounted on Chimney, Scan Rate 1kHz, Scan Resolution ~1mm)</li>\n<li>EP4_comp_chimney_BWN3.pts (Scan of BW target mounted on Chimney, Scan Rate 1kHz, Scan Resolution ~1mm)</li>\n<li>EP4_comp_chimney_BWN4.pts (Scan of BW target mounted on Chimney, Scan Rate 1kHz, Scan Resolution ~1mm)</li>\n</ul>\n<p><strong>Tachymetric Measurements:&nbsp;</strong>(Acquired with Leica MS60 )</p>\n<div>\n<ul>\n<li>\n<div>MS60_EP4_comp_jag3Dimport.txt (Network measurements acquired with Leica MS60, Format#1)</div>\n</li>\n<li>MS60_EP4_comp_BWtargets_jag3Dimport.txt (BW Target measurements derived from EP4_comp_chimney_BWN1-4 centroid detection, Format#2)</li>\n</ul>\n</div>\n</div>", "type": {"id": "series-information", "title": {"en": "Series information"}}}, {"description": "<h2>Coordinates_Stations_Networkpoints.zip</h2>\n<p>contains *.txt Files comprising relevant coordinates for the stations and targets.</p>", "type": {"id": "series-information", "title": {"en": "Series information"}}}]}, "custom_fields": {}, "access": {"record": "public", "files": "public", "embargo": {"active": false, "reason": null}, "status": "open"}, "files": {"enabled": true, "order": [], "count": 6, "total_bytes": 713188824, "entries": {"EP_ref (AUG).zip": {"id": "8fc521e5-a82c-47e2-b89d-45541950adb1", "checksum": "md5:fa4afdc138984e65da63cb8650371470", "ext": "zip", "size": 126961048, "mimetype": "application/zip", "key": "EP_ref (AUG).zip", "metadata": {}, "access": {"hidden": false}}, "EP_2_comp (AUG).zip": {"id": "64f3dedb-2827-43c5-90ce-b80a942e309c", "checksum": "md5:d9eb4b3e649516f96127dcfa25a6c196", "ext": "zip", "size": 157609253, "mimetype": "application/zip", "key": "EP_2_comp (AUG).zip", "metadata": {}, "access": {"hidden": false}}, "EP_3_comp (JUL).zip": {"id": "7e1696ff-0f02-46e1-b295-1fb844ddc4d1", "checksum": "md5:d04bbef6753e0f3c9557a619175e0315", "ext": "zip", "size": 149735571, "mimetype": "application/zip", "key": "EP_3_comp (JUL).zip", "metadata": {}, "access": {"hidden": false}}, "Coordinates_Stations_Networkpoints.zip": {"id": "2af68ebf-ba62-4b00-8e0a-de263a0c6d7f", "checksum": "md5:65b89a332ccf8aee4ba3fb07e2bcd8bc", "ext": "zip", "size": 1419, "mimetype": "application/zip", "key": "Coordinates_Stations_Networkpoints.zip", "metadata": {}, "access": {"hidden": false}}, "EP_1_comp (AUG).zip": {"id": "ee73ea4e-22a3-4445-aee7-be97f5a5be8a", "checksum": "md5:ed12671c8c1f6cfa495b9f4f905aabb8", "ext": "zip", "size": 150700512, "mimetype": "application/zip", "key": "EP_1_comp (AUG).zip", "metadata": {}, "access": {"hidden": false}}, "EP_4_comp (JUL).zip": {"id": "ccf8aba1-e51f-4dae-8248-3a9446330531", "checksum": "md5:e3077befbd644c93d366fb917d314d61", "ext": "zip", "size": 128181021, "mimetype": "application/zip", "key": "EP_4_comp (JUL).zip", "metadata": {}, "access": {"hidden": false}}}}, "media_files": {"enabled": false, "order": [], "count": 0, "total_bytes": 0, "entries": {}}, "status": "published", "deletion_status": {"is_deleted": false, "status": "P"}, "stats": {"this_version": {"views": 16, "unique_views": 14, "downloads": 6, "unique_downloads": 6, "data_volume": 713188824.0}, "all_versions": {"views": 16, "unique_views": 14, "downloads": 6, "unique_downloads": 6, "data_volume": 713188824.0}}}, {"id": "18qzx-k8w47", "created": "2026-06-16T10:00:32.301151+00:00", "updated": "2026-06-16T10:00:32.510753+00:00", "links": {"self": "https://researchdata.tuwien.at/api/records/18qzx-k8w47", "self_html": "https://researchdata.tuwien.at/records/18qzx-k8w47", "preview_html": "https://researchdata.tuwien.at/records/18qzx-k8w47?preview=1", "doi": "https://doi.org/10.48436/18qzx-k8w47", "self_doi": "https://doi.org/10.48436/18qzx-k8w47", "self_doi_html": "https://researchdata.tuwien.at/doi/10.48436/18qzx-k8w47", "reserve_doi": "https://researchdata.tuwien.at/api/records/18qzx-k8w47/draft/pids/doi", "parent": 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"datacite", "client": "datacite"}}}, "versions": {"is_latest": true, "index": 1}, "is_published": true, "is_draft": false, "pids": {"doi": {"identifier": "10.48436/18qzx-k8w47", "provider": "datacite", "client": "datacite"}, "oai": {"identifier": "oai:researchdata.tuwien.ac.at:18qzx-k8w47", "provider": "oai"}}, "metadata": {"resource_type": {"id": "dataset", "title": {"de": "Datensatz", "en": "Dataset"}}, "creators": [{"person_or_org": {"type": "personal", "name": "Huber, Dorothee", "given_name": "Dorothee", "family_name": "Huber"}, "role": {"id": "contactperson", "title": {"en": "Contact person"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}], "title": "Codebook and Mappings of Urban-Industrial Interfaces in Vienna/Liesing", "publisher": "TU Wien", "publication_date": "2026-06-15", "subjects": [{"subject": "Urban Studies"}, {"subject": "Architecture"}, {"subject": "Productive City"}, {"subject": "Mapping"}, {"subject": "Urban Manufacturing"}, {"subject": "Codebook"}], "contributors": [{"person_or_org": {"type": "personal", "name": "Psenner, Angelika", "given_name": "Angelika", "family_name": "Psenner", "identifiers": [{"identifier": "0000-0003-2961-1924", "scheme": "orcid"}]}, "role": {"id": "supervisor", "title": {"en": "Supervisor"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Schneider, Ute", "given_name": "Ute", "family_name": "Schneider", "identifiers": [{"identifier": "0009-0002-8976-1051", "scheme": "orcid"}]}, "role": {"id": "supervisor", "title": {"en": "Supervisor"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}], "dates": [{"date": "2026-06", "type": {"id": "created", "title": {"en": "Created"}}}], "languages": [{"id": "eng", "title": {"en": "English"}}], "rights": [{"id": "cc-by-4.0", "title": {"en": "Creative Commons Attribution 4.0 International"}, "description": {"en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited."}, "icon": "cc-by-icon", "props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}], "description": "<h3>Context and methodology</h3>\n<ul>\n<li>The dataset was created for a paper \"Embodied Insights into the Peripheries of Vienna: Mapping Mixed-Use Realities at Contemporary Urban-Industrial Interfaces\", which is part of the main author's PhD (Research Department Urban Design, TU Wien; supervisors: Ute Schneider, Angelika Psenner). The paper is about to be submitted into the journal \"Urban Research &amp; Practice\".</li>\n<li>The purpose of this dataset is to show the full images of the maps used for the coding, and the full codebook, where the snippets from the map images are visible</li>\n<li>The dataset was created by a regular image snipping tool, the images of the maps and the excel file. Snippets from the maps where made and clustered into the excel spreadsheet.</li>\n</ul>\n<h3>Technical details</h3>\n<ul>\n<li>The dataset consists of one excel file (codebook) and nine image files (maps)</li>\n<li>There is no specific software required to open and work with this dataset, only an excel-compatible software and a regular image viewer</li>\n</ul>"}, "custom_fields": {}, "access": {"record": "public", "files": "restricted", "embargo": {"active": false, "reason": null}, "status": "restricted"}, "files": {"enabled": true}, "media_files": {"enabled": false}, "status": "published", "deletion_status": {"is_deleted": false, "status": "P"}, "stats": {"this_version": {"views": 22, "unique_views": 21, "downloads": 2, "unique_downloads": 2, "data_volume": 105583446.0}, "all_versions": {"views": 22, "unique_views": 21, "downloads": 2, "unique_downloads": 2, "data_volume": 105583446.0}}}, {"id": "v7a2t-4hb90", "created": "2026-06-16T09:31:10.555438+00:00", "updated": 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"Helmholtz-Zentrum Dresden-Rossendorf"}]}], "title": "Data for \"Angle-dependent charge exchange and energy loss of slow highly charged ions in freestanding graphene\"", "publisher": "TU Wien", "publication_date": "2026-06-10", "contributors": [{"person_or_org": {"type": "personal", "name": "Creutzburg, Sascha", "given_name": "Sascha", "family_name": "Creutzburg", "identifiers": [{"identifier": "0000-0002-4391-4270", "scheme": "orcid"}]}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}, "affiliations": [{"name": "Helmholtz-Zentrum Dresden-Rossendorf"}]}], "dates": [{"date": "2021-06-01", "type": {"id": "accepted", "title": {"en": "Accepted"}}}], "related_identifiers": [{"identifier": "10.1103/PhysRevA.104.042806", "scheme": "doi", "relation_type": {"id": "documents", "title": {"en": "Documents"}}, "resource_type": {"id": "publication", "title": {"de": "Publikation", "en": "Publication"}}}], "rights": [{"id": "cc-by-4.0", "title": {"en": "Creative Commons Attribution 4.0 International"}, "description": {"en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited."}, "icon": "cc-by-icon", "props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}, {"id": "mit", "title": {"en": "MIT License"}, "description": {"en": "A short and simple permissive license with conditions only requiring preservation of copyright and license notices. Licensed works, modifications, and larger works may be distributed under different terms and without source code."}, "props": {"url": "https://opensource.org/licenses/MIT", "scheme": "spdx"}}], "description": "<h3>Context and methodology</h3>\n<ul>\n<li>This research dataset was created in a project on ion-surface collisions in collaboration with the Helmholtz-Zentrum Dresden-Rossendorf</li>\n<li>This dataset provides the raw data, structured data, and codes to create the data provided in the publication</li>\n<li>The raw experimental data was created with a self-built electrostatic analyzer</li>\n<li>The raw modelling data was created using Matlab</li>\n</ul>\n<h3>Technical details</h3>\n<ul>\n<li>The files Abb_x_x.dgraph contain the data necessary to create the corresponding figures in the publication. The software DataGraph is needed to read and write these files.</li>\n<li>The cross section.nb files contains quick calculations on the scattering cross section for the experimental conditions.</li>\n<li>The file graphen_potential_Hollow_KrC.m creates a plot for the KrC potential used</li>\n<li>The files output-file-NstabX-NcoreX-NcapX-QinXX-stretchXX.png show results for the calculated potentials using the values Nstab=X, Ncore=X, etc.</li>\n<li>The files a_XXX.txt have no column headers. They are to be read as: First Column: Interatomic Distance, Second Column: Value of potential in eV. 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WebAssembly Shadow Stack Inspection and Summary Tool", "publisher": "TU Wien", "publication_date": "2026-06-11", "subjects": [{"id": "http://www.oecd.org/science/inno/38235147.pdf?1.2", "subject": "Computer and information sciences", "scheme": "FOS"}, {"subject": "Abstract Interpretation"}, {"subject": "Static Analysis"}], "contributors": [{"person_or_org": {"type": "personal", "name": "Scherer, Markus", "given_name": "Markus", "family_name": "Scherer", "identifiers": [{"identifier": "0009-0005-6826-3493", "scheme": "orcid"}]}, "role": {"id": "supervisor", "title": {"en": "Supervisor"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Maffei, Matteo", "given_name": "Matteo", "family_name": "Maffei"}, "role": {"id": "supervisor", "title": {"en": "Supervisor"}}}], "languages": [{"id": "eng", "title": {"en": "English"}}], "related_identifiers": [{"identifier": "https://github.com/nilsgoebl/wasist-thesis", "scheme": "url", "relation_type": {"id": "issourceof", "title": {"en": "Is source of"}}, "resource_type": {"id": "software", "title": {"de": "Software", "en": "Software"}}}], "version": "1.0.0", "rights": [{"id": "mit", "title": {"en": "MIT License"}, "description": {"en": "A short and simple permissive license with conditions only requiring preservation of copyright and license notices. Licensed works, modifications, and larger works may be distributed under different terms and without source code."}, "props": {"url": "https://opensource.org/licenses/MIT", "scheme": "spdx"}}], "description": "<h2 class=\"_heading_1ni73_90 _heading2_1ni73_100\">Dataset Description</h2>\n<h3 class=\"_heading_1ni73_90 _heading3_1ni73_104\">Context and Methodology</h3>\n<p class=\"_markdownText_1ni73_69 _paragraph_1ni73_65\">This dataset was created in the context of the bachelor&rsquo;s thesis&nbsp;<em>Wasist: WebAssembly Shadow Stack Inspection and Summary Tool</em> at TU Wien. The work is situated in the area of abstract interpretation, static program analysis and WebAssembly security.</p>\n<p class=\"_markdownText_1ni73_69 _paragraph_1ni73_65\">The dataset documents and supports the implementation and evaluation of&nbsp;<em>Wasist</em>, a static analyser for WebAssembly 1.0. Wasist performs abstract interpretation on Wasm&nbsp;modules to map a set of possible addresses to each memory instruction and to give a best-effor shadow-stack layout reconstruction.</p>\n<p class=\"_markdownText_1ni73_69 _paragraph_1ni73_65\">The purpose of the dataset is to enable reproduction of the thesis results, inspection of the evaluation scripts and reuse of the Wasist analyser for related research or work on WebAssembly memory analysis and shadow-stack reconstruction.</p>\n<h3 class=\"_heading_1ni73_90 _heading3_1ni73_104\">Technical Details</h3>\n<p class=\"_markdownText_1ni73_69 _paragraph_1ni73_65\">The dataset is structured into four parts:</p>\n<ul class=\"_markdownText_1ni73_69 _list_1ni73_116 _unorderedList_1ni73_130\">\n<li class=\"_markdownText_1ni73_69 _listItem_1ni73_151\"><span class=\"inline-markdown _inlineMarkdown_1ni73_357\">base-analyser.zip</span>: the main Wasist analyser implementation</li>\n<li class=\"_markdownText_1ni73_69 _listItem_1ni73_151\"><span class=\"inline-markdown _inlineMarkdown_1ni73_357\">instrumented-analyser.zip</span>: an instrumented variant of the analyser used for a targeted experiment in the thesis</li>\n<li class=\"_markdownText_1ni73_69 _listItem_1ni73_151\"><span class=\"inline-markdown _inlineMarkdown_1ni73_357\">dataset.tar.gz:</span>&nbsp;the corpus of WebAssembly binaries used&nbsp;for the evaluation in the thesis</li>\n<li class=\"_markdownText_1ni73_69 _listItem_1ni73_151\"><span class=\"inline-markdown _inlineMarkdown_1ni73_357\">evaluation-scripts.zip</span>: scripts and notebooks for summarising results created by Wasist and generating tables or plots, used for the evaluation in the thesis</li>\n</ul>\n<p class=\"_markdownText_1ni73_69 _paragraph_1ni73_65\">To use the analyser, a modern installation of Rust is required. Instructions on the usage of the analyser can be found in the corresponding README.<br>The evaluation scripts where built for Python 3.14. Instructions can also be found in the corresponding README.</p>\n<h3 class=\"_heading_1ni73_90 _heading3_1ni73_104\">Further Details</h3>\n<p class=\"_markdownText_1ni73_69 _paragraph_1ni73_65\">The analyser focuses on <strong class=\"font-semibold\">WebAssembly 1.0 (MVP)</strong> binaries and does not generally support newer Wasm features such as SIMD, threading, reference types, or multiple memories. Its analysis is based on conservative assumptions about shadow-stack behaviour, including a fixed shadow-stack location and size and a well-behaved stack pointer. These assumptions are important when interpreting results or reusing the analyser on other datasets. Reusers should therefore consult the thesis and repository documentation before drawing conclusions from the generated analysis output.</p>\n<p class=\"_markdownText_1ni73_69 _paragraph_1ni73_65\">&nbsp;</p>\n<p class=\"_markdownText_1ni73_69 _paragraph_1ni73_65\">The thesis, as well as versioned source code, can also be found on GitHub, see <a href=\"https://github.com/nilsgoebl/wasist-thesis\">https://github.com/nilsgoebl/wasist-thesis</a>.</p>\n<p class=\"_markdownText_1ni73_69 _paragraph_1ni73_65\">&nbsp;</p>\n<h3 class=\"_heading_1ni73_90 _heading3_1ni73_104\">License</h3>\n<p>This record contains original thesis code and third-party collected WebAssembly binaries.</p>\n<p>Original code in this record, so the code of the analysers as well as the evaluation scripts, is licensed under the MIT license.</p>\n<p>Some WebAssembly binaries were obtained from the WasmBench dataset (<a href=\"https://github.com/sola-st/WasmBench\">https://github.com/sola-st/WasmBench</a>), and some were obtained from the NodeWasmStudy dataset (<a href=\"https://github.com/michelledaviest/NodeWasmStudy\">https://github.com/michelledaviest/NodeWasmStudy</a>). Their MIT and Apache license only apply to their source codes used for collecting the dataset, which wasn't used in this thesis. For the individual WebAssembly files, they provide per-binary metadata, which includes the source, and sometimes, license information. All binaries were obtained from publicly available sources, like Github or by crawling websites. The collected sources and licenses of these WebAssembly files can be found in the LICENSE file. No single uniform license is asserted for all included .wasm files.</p>\n<p>The uploader does not relicense third-party binaries.</p>"}, "custom_fields": {}, "access": {"record": "public", "files": "public", "embargo": {"active": false, "reason": null}, "status": "open"}, "files": {"enabled": true, "order": [], "count": 5, "total_bytes": 1815068343, "entries": {"base-analyzer.zip": {"id": "4e81db33-a9ef-48a8-af10-ef5fecadfb17", "checksum": "md5:f34b04847410708460a0a5c3f05b87c3", "ext": "zip", "size": 87465, "mimetype": "application/zip", "key": "base-analyzer.zip", "metadata": {}, "access": {"hidden": false}}, "instrumented-analyzer.zip": {"id": "55dff0be-8c2f-48ea-ba4a-dc86ce865172", "checksum": "md5:3389064bcc61d44851a1262e1d17bc98", "ext": "zip", "size": 72043, "mimetype": "application/zip", "key": "instrumented-analyzer.zip", "metadata": {}, "access": {"hidden": false}}, "dataset.tar.gz": {"id": "aab7c34d-676c-4ee8-aa08-4f52c799284a", "checksum": 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the Emission of Electrons</a>\".&nbsp;</p>\n<h3>Context and methodology</h3>\n<ul>\n<li>Highly charged ion neutralisation upon transmission through 2D materials is measured using the ion beam spectrometer at TU Wien. Data is recorded for the charge state evolution of the highly charged ions, as well as secondary electron yields and secondary electron energy distributions.</li>\n<li>Experimental data is compared for graphene and MoS2 samples. A Hubbard model is applied to simulate the energy dissipation in the materials upon ion impact.</li>\n<li>The data comprises coincidence measurement results in a list-mode fashion, i.e. for single impinging ions we record the impact position (x/y) on our 2D position-sensitive particle detector and the time of flight of the projectiles from sample to detector. Depending on the used detector, we additionally have information on the number of created secondary electrons (yield) or the electron energy. Potential energy deposition is accessible through established knowledge on ionisation energies of Xe ions.</li>\n<li>Simulation results include time-dependent charge densities in a graphene/MoS2 layer upon extraction of electrons from the center-hexagon of the sample flake, trajectory analysis calculations of (low-energy) electrons emitted from the sample in this time-dependent potential and G1&ndash;G2 simulations of the two materials to access the energy spectrum in the ground state and during the interaction.</li>\n</ul>\n<h3>Technical details</h3>\n<ul>\n<li>The dataset includes one file in .dgraph-format (see below). All manuscript figures (excluding schematics) can be reproduced using this data file. The data inside the file is structured in a folder-tree labelled according to the content of the figure and/or the final (sub) figure number.</li>\n<li><a href=\"https://www.visualdatatools.com/DataGraph/\">DataGraph from Visual Data Tools</a> is required to open this data set. 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"graphene"}, {"subject": "MoS2"}, {"subject": "2D materials"}], "contributors": [{"person_or_org": {"type": "personal", "name": "Speckmann, Carsten", "given_name": "Carsten", "family_name": "Speckmann"}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"id": "03prydq77", "name": "University of Vienna", "identifiers": [{"identifier": "03prydq77", "scheme": "ror"}, {"identifier": "grid.10420.37", "scheme": "grid"}, {"identifier": "0000 0001 2286 1424", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "McEvoy, Niall", "given_name": "Niall", "family_name": "McEvoy"}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"id": "02tyrky19", "name": "Trinity College Dublin", "identifiers": [{"identifier": "02tyrky19", "scheme": "ror"}, {"identifier": "grid.8217.c", "scheme": "grid"}, {"identifier": "0000 0004 1936 9705", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Kotakoski, Jani", "given_name": "Jani", "family_name": "Kotakoski"}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"id": "03prydq77", "name": "University of Vienna", "identifiers": [{"identifier": "03prydq77", "scheme": "ror"}, {"identifier": "grid.10420.37", "scheme": "grid"}, {"identifier": "0000 0001 2286 1424", "scheme": "isni"}]}]}], "languages": [{"id": "eng", "title": {"en": "English"}}], "related_identifiers": [{"identifier": "10.1103/PhysRevA.108.062823", "scheme": "doi", "relation_type": {"id": "ispartof", "title": {"en": "Is part of"}}, "resource_type": {"id": "publication-article", "title": {"de": "Zeitschriftenartikel", "en": "Journal Article"}}}], "rights": [{"id": "cc-by-4.0", "title": {"en": "Creative Commons Attribution 4.0 International"}, "description": {"en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited."}, "icon": "cc-by-icon", "props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}], "description": "<h2>Contents of this data set</h2>\n<p>This repository contains the processed experimental data as well as the evaluation procedure applied to create the figures published in \"<a href=\"https://doi.org/10.1103/PhysRevA.108.062823\">Charge-exchange-dependent energy loss of H and He in freestanding &nbsp;monolayers of graphene and MoS2</a>\".&nbsp;</p>\n<h3>Context and methodology</h3>\n<ul>\n<li>Energy distributions of H and He ions are measured after transmission through 2D materials (freestanding monolayers of graphene and MoS2). An electrostatic analyser is used for particles that remained charged during the interaction; a time-of-flight approach for neutralised particles. Additional time-dependent density functional theory calculations are performed to compare to experimental data.</li>\n<li>The data consists of several ASCII data sets, wich are all included within the uploaded files. For experiments, the data includes measured count rates for a given parameter (time of flight or energy change) and extracted mean values of the obtained distributions. For the simulations, the data includes the determined energy change for the given simulation parameters (sample, particle species, energy).</li>\n</ul>\n<h3>Technical details</h3>\n<ul>\n<li>The dataset includes two analysis files in .dgraph-format (see below). Figures 2-5 (excluding schematics) are prepared using one file named according to the figure numbers; Figure 6 is obtained through the second file (also named _FIG6). The data inside the files is sturctured in a folder-tree labelled according to the content of the figure and/or the number of the final figure.</li>\n<li><a href=\"https://www.visualdatatools.com/DataGraph/\">DataGraph from Visual Data Tools</a> is required to open this data set. The data was created using version 5.5.2beta.</li>\n</ul>", "funding": [{"funder": {"id": "013tf3c58", "name": "FWF Austrian Science Fund"}, "award": {"number": "10.55776/Y1174"}}, {"funder": {"id": "013tf3c58", "name": "FWF Austrian Science Fund"}, "award": {"number": "10.55776/I4914"}}, {"funder": {"id": "013tf3c58", "name": "FWF Austrian Science Fund"}, "award": {"number": "10.55776/P36264"}}, {"funder": {"id": "013tf3c58", "name": "FWF Austrian Science Fund"}, "award": {"number": "10.55776/I4101"}}, {"funder": {"id": "013tf3c58", "name": "FWF Austrian Science Fund"}, "award": {"title": {"en": "Advanced Functional Materials Hierarchical Design of Hybrid Systems"}}}, {"funder": {"id": "04d836q62", "name": "TU Wien"}, "award": {"title": {"en": "Innovative Project Fund"}}}, {"funder": {"id": "018mejw64", "name": "Deutsche Forschungsgemeinschaft"}, "award": {"number": "KR 4866/9-1"}}, {"funder": {"id": "018mejw64", "name": "Deutsche Forschungsgemeinschaft"}, "award": {"number": 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"scheme": "ror"}, {"identifier": "grid.40602.30", "scheme": "grid"}, {"identifier": "0000 0001 2158 0612", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Schwestka, Janine", "given_name": "Janine", "family_name": "Schwestka"}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "W\u00f6ckinger, Benjamin", "given_name": "Benjamin", "family_name": "W\u00f6ckinger"}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Aumayr, Friedrich", "given_name": "Friedrich", "family_name": "Aumayr", "identifiers": [{"identifier": "0000-0002-9788-0934", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Bennett, Robert", "given_name": "Robert", "family_name": "Bennett"}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"id": "00vtgdb53", "name": "University of Glasgow", "identifiers": [{"identifier": "00vtgdb53", "scheme": "ror"}, {"identifier": "grid.8756.c", "scheme": "grid"}, {"identifier": "0000 0001 2193 314X", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Wilhelm, Richard Arthur", "given_name": "Richard Arthur", "family_name": "Wilhelm", "identifiers": [{"identifier": "0000-0001-9451-5440", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}], "title": "Data for \"Peeling graphite layer by layer reveals the charge exchange dynamics of ions inside a solid\"", "publisher": "TU Wien", "publication_date": "2026-06-11", "subjects": [{"subject": "highly charged ions"}, {"subject": "charge exchange"}, {"subject": "graphene"}, {"subject": "2D materials"}, {"subject": "interatomic Coulombic decay"}], "contributors": [{"person_or_org": {"type": "personal", "name": "Gupta, Tushar", "given_name": "Tushar", "family_name": "Gupta"}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Grande, Pedro L.", "given_name": "Pedro L.", "family_name": "Grande"}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"id": "041yk2d64", "name": "Universidade Federal do Rio Grande do Sul", "identifiers": [{"identifier": "041yk2d64", "scheme": "ror"}, {"identifier": "grid.8532.c", "scheme": "grid"}, {"identifier": "0000 0001 2200 7498", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Eder, Dominik", "given_name": "Dominik", "family_name": "Eder", "identifiers": [{"identifier": "0000-0002-5395-564X", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Marques, Jos\u00e9 P.", "given_name": "Jos\u00e9 P.", "family_name": "Marques"}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "Universidade de Lisboa"}]}, {"person_or_org": {"type": "personal", "name": "Bayer-Skoff, Bernhard Christian", "given_name": "Bernhard Christian", "family_name": "Bayer-Skoff", "identifiers": [{"identifier": "0000-0002-4829-3207", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}], "languages": [{"id": "eng", "title": {"en": "English"}}], "related_identifiers": [{"identifier": "10.1038/s42005-021-00686-1", "scheme": "doi", "relation_type": {"id": "ispartof", "title": {"en": "Is part of"}}, "resource_type": {"id": "publication-article", "title": {"de": "Zeitschriftenartikel", "en": "Journal Article"}}}], "rights": [{"id": "cc-by-4.0", "title": {"en": "Creative Commons Attribution 4.0 International"}, "description": {"en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited."}, "icon": "cc-by-icon", "props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}], "description": "<h2>Contents of this data set</h2>\n<p>This repository contains the processed experimental data as well as the evaluation procedure applied to create the figures published in \"<a href=\"https://doi.org/10.1038/s42005-021-00686-1\">Peeling graphite layer by layer reveals the charge exchange dynamics of ions inside a solid</a>\".&nbsp;</p>\n<h3>Context and methodology</h3>\n<ul>\n<li>Highly charged ion neutralisation upon transmission through 2D materials is measured using the ion beam spectrometer at TU Wien. Data is recorded for the charge state evolution of the highly charged ions upon transmission through 1, 2 and 3 layers of graphene for different ion velocities and charge states. Thereby the duration of the ion neutralisation is indirectly approached.</li>\n<li>Experimental data is compared to a first-principles approach based on the virtual photon model for interparticle energy transfer.&nbsp;</li>\n<li>For the supplementary data, charge exchange data acquired with the <a href=\"https://doi.org/10.1038/s42005-019-0188-7\">simulation package TDPot</a> is used.&nbsp;</li>\n<li>The data comprises experimentally determined mean exit charge states of highly charged xenon ions for (1) different irradiation parameters and 1, 2 or 3-layered materials and (2) different material layer numbers per ion irradiation parameter; TDPot simulation data and decay rates in dependence of the interatomic distance.</li>\n</ul>\n<h3>Technical details</h3>\n<ul>\n<li>The dataset includes one file in .dgraph-format (see below). All manuscript figures (excluding schematics and microscopy data) can be reproduced using this data file. The data inside the file is structured in a folder-tree labelled according to the content of the figure and/or the final (sub) figure number.</li>\n<li><a href=\"https://www.visualdatatools.com/DataGraph/\">DataGraph from Visual Data Tools</a> is required to open this data set. The data was created using version 5.5.2beta.</li>\n</ul>", "funding": [{"funder": {"id": "013tf3c58", "name": "FWF Austrian Science Fund"}, "award": {"number": "10.55776/Y1174"}}, {"funder": {"id": "013tf3c58", "name": "FWF Austrian Science Fund"}, "award": {"number": "10.55776/I4914"}}, {"funder": {"id": "04d836q62", "name": "TU Wien"}, "award": {"title": {"en": "Innovative Projects"}}}, {"funder": {"id": "04d836q62", "name": "TU Wien"}, "award": {"title": {"en": "TU-D"}}}]}, "custom_fields": {}, "access": {"record": "public", "files": "restricted", "embargo": {"active": false, "reason": null}, "status": "restricted"}, "files": {"enabled": true}, "media_files": {"enabled": false}, "status": "published", "deletion_status": {"is_deleted": false, "status": "P"}, "stats": {"this_version": {"views": 17, "unique_views": 16, "downloads": 0, "unique_downloads": 0, "data_volume": 0.0}, "all_versions": {"views": 17, "unique_views": 16, "downloads": 0, "unique_downloads": 0, "data_volume": 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"family_name": "Thima"}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Vojtech, Victoria", "given_name": "Victoria", "family_name": "Vojtech"}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Vukovi\u0107, Filip", "given_name": "Filip", "family_name": "Vukovi\u0107", "identifiers": [{"identifier": "0000-0003-3463-651X", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Werl, Matthias", "given_name": "Matthias", "family_name": "Werl", "identifiers": [{"identifier": "0000-0003-2280-6112", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Rossnagel, Kai", "given_name": "Kai", "family_name": "Rossnagel"}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"id": "04v76ef78", "name": "Christian-Albrechts-Universit\u00e4t zu Kiel", "identifiers": [{"identifier": "04v76ef78", "scheme": "ror"}, {"identifier": "grid.9764.c", "scheme": "grid"}, {"identifier": "0000 0001 2153 9986", "scheme": "isni"}]}, {"id": "01js2sh04", "name": "Deutsches Elektronen-Synchrotron DESY", "identifiers": [{"identifier": "01js2sh04", "scheme": "ror"}, {"identifier": "grid.7683.a", "scheme": "grid"}, {"identifier": "0000 0004 0492 0453", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Wilhelm, Richard Arthur", "given_name": "Richard Arthur", "family_name": "Wilhelm", "identifiers": [{"identifier": "0000-0001-9451-5440", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}], "title": "Data for \"Chirality Switching in 1T\u2010TaS2 by Highly Charged Ion Irradiation\"", "publisher": "TU Wien", "publication_date": "2026-06-11", "subjects": [{"subject": "highly charged ions"}, {"subject": "ARPES"}, {"subject": "band structure"}, {"subject": "chirality"}, {"subject": "charge density wave"}, {"subject": "TaS2"}], "languages": [{"id": "eng", "title": {"en": "English"}}], "related_identifiers": [{"identifier": "10.1021/acs.nanolett.5c04268", "scheme": "doi", "relation_type": {"id": "ispartof", "title": {"en": "Is part of"}}, "resource_type": {"id": "publication-article", "title": {"de": "Zeitschriftenartikel", "en": "Journal Article"}}}], "rights": [{"id": "cc-by-4.0", "title": {"en": "Creative Commons Attribution 4.0 International"}, "description": {"en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited."}, "icon": "cc-by-icon", "props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}], "description": "<h2>Contents of this data set</h2>\n<p>This repository contains the processed experimental data as well as the evaluation procedure applied to create the figures published in \"<a href=\"https://doi.org/10.1021/acs.nanolett.5c04268\" rel=\"noopener\">Chirality Switching in 1T\u2010TaS2 by Highly Charged Ion Irradiation</a>\".&nbsp;</p>\n<h3>Context and methodology</h3>\n<ul>\n<li>A TaS2 surface was studied in ARPES before and after irradiation with highly charged ions (Xe8+) and changes in the band structure upon ion irradiation are observed. Additional energy-k maps are recorded during the irradiation to observe and analyse fluence-dependent trends.</li>\n<li>The data was created at DESY's PETRA III synchrotron (P04 beamline, ASPHERE III end station). Beamtime was allocated for proposal I-20250527. The data was recorded using the SES software by ScientaOmicron, converted via HDF5 format and finally to ASCII files (included in the uploaded file).</li>\n</ul>\n<h3>Technical details</h3>\n<ul>\n<li>The dataset includes one analysis file in .dgraph-format (see below). Each figure created from the original data (excluding schematics) is prepared using this file. The data is sturctured in a folder-tree labelled according to the figure number of the final figure.</li>\n<li><a href=\"https://www.visualdatatools.com/DataGraph/\">DataGraph from Visual Data Tools</a> is required to open this data set. 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"role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Aumayr, Friedrich", "given_name": "Friedrich", "family_name": "Aumayr", "identifiers": [{"identifier": "0000-0002-9788-0934", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Wilhelm, Richard Arthur", "given_name": "Richard Arthur", "family_name": "Wilhelm", "identifiers": [{"identifier": "0000-0001-9451-5440", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}], "title": "Data for \"Coincidence technique to study ioninduced electron emission from atomically thin materials\"", "publisher": "TU Wien", "publication_date": "2026-06-11", "subjects": [{"subject": "highly charged ion"}, {"subject": "de-excitation"}, {"subject": "coincidence spectroscopy"}, {"subject": "electron emission"}, {"subject": "2D materials"}, {"subject": "charge exchange"}, {"subject": "graphene"}], "contributors": [{"person_or_org": {"type": "personal", "name": "Heller, Ren\u00e9", "given_name": "Ren\u00e9", "family_name": "Heller"}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"id": "01zy2cs03", "name": "Helmholtz-Zentrum Dresden-Rossendorf", "identifiers": [{"identifier": "01zy2cs03", "scheme": "ror"}, {"identifier": "grid.40602.30", "scheme": "grid"}, {"identifier": "0000 0001 2158 0612", "scheme": "isni"}]}]}], "languages": [{"id": "eng", "title": {"en": "English"}}], "related_identifiers": [{"identifier": "10.1117/12.2624402", "scheme": "doi", "relation_type": {"id": "ispartof", "title": {"en": "Is part of"}}, "resource_type": {"id": "publication-article", "title": {"de": "Zeitschriftenartikel", "en": "Journal Article"}}}], "rights": [{"id": "cc-by-4.0", "title": {"en": "Creative Commons Attribution 4.0 International"}, "description": {"en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited."}, "icon": "cc-by-icon", "props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}], "description": "<h2>Contents of this data set</h2>\n<p>This repository contains the processed experimental data as well as the evaluation procedure applied to create the figures published in \"<a href=\"https://doi.org/10.1117/12.2624402\">Coincidence technique to study ion-induced electron emission from atomically thin materials</a>\".&nbsp;</p>\n<h3>Context and methodology</h3>\n<ul>\n<li>The ion beam spectrometer (for highly charged ions) at TU Wien can be used to perform complex coincidence spectroscopy. This data set is used to show the possible options based on example measurements.</li>\n<li>The data comprises coincidence measurement results in a list-mode fashion, i.e. for single impinging ions we record the impact position (x/y) on our 2D position-sensitive particle detector and the time of flight of the projectiles from sample to detector. Depending on the used detector, we additionally have information on the number of created secondary electrons (yield) or the electron energy.</li>\n</ul>\n<h3>Technical details</h3>\n<ul>\n<li>The dataset includes two analysis files in .dgraph-format (see below). The first file \"_FIGs24\" is the basis for Figures 2 and 4 and uses the electron yield detection for the coincidence spectroscopy. The second file (\"_FIG3\") uses the electron energy detector. All manuscript figures (excluding schematics) can be reproduced using these data files. The data inside the files is structured in a folder-tree labelled according to the content of the figure.</li>\n<li><a href=\"https://www.visualdatatools.com/DataGraph/\">DataGraph from Visual Data Tools</a> is required to open this data set. The data was created using version 5.5.2beta.</li>\n</ul>", "funding": [{"funder": {"id": "013tf3c58", "name": "FWF Austrian Science Fund"}, "award": {"number": "10.55776/Y1174"}}, {"funder": {"id": "013tf3c58", "name": "FWF Austrian Science Fund"}, "award": {"number": "10.55776/I4914"}}]}, "custom_fields": {}, "access": {"record": "public", "files": "restricted", "embargo": {"active": false, "reason": null}, "status": "restricted"}, "files": {"enabled": true}, "media_files": {"enabled": false}, "status": "published", "deletion_status": {"is_deleted": false, "status": "P"}, "stats": {"this_version": {"views": 10, "unique_views": 10, "downloads": 0, "unique_downloads": 0, "data_volume": 0.0}, "all_versions": {"views": 10, "unique_views": 10, "downloads": 0, "unique_downloads": 0, "data_volume": 0.0}}}, {"id": "5wa39-7vf32", "created": "2026-06-15T10:58:11.767788+00:00", "updated": "2026-06-15T10:58:11.942439+00:00", "links": {"self": 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"affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Aumayr, Friedrich", "given_name": "Friedrich", "family_name": "Aumayr", "identifiers": [{"identifier": "0000-0002-9788-0934", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Wilhelm, Richard Arthur", "given_name": "Richard Arthur", "family_name": "Wilhelm", "identifiers": [{"identifier": "0000-0001-9451-5440", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}], "title": "Data for \"Trajectory-dependent highly charged ion-induced electron yield from single-layer graphene\"", "publisher": "TU Wien", "publication_date": "2026-06-11", "subjects": [{"subject": "highly charged ions"}, {"subject": "electron emission"}, {"subject": "neutralisation dynamics"}], "languages": [{"id": "eng", "title": {"en": "English"}}], "related_identifiers": [{"identifier": "10.1088/1402-4896/ad94af", "scheme": "doi", "relation_type": {"id": "ispartof", "title": {"en": "Is part of"}}, "resource_type": {"id": "publication-article", "title": {"de": "Zeitschriftenartikel", "en": "Journal Article"}}}], "rights": [{"id": "cc-by-4.0", "title": {"en": "Creative Commons Attribution 4.0 International"}, "description": {"en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited."}, "icon": "cc-by-icon", "props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}], "description": "<h2>Contents of this data set</h2>\n<p>This repository contains the processed experimental data as well as the evaluation procedure applied to create the figures published in \"<a href=\"https://doi.org/10.1088/1402-4896/ad94af\">Trajectory-dependent highly charged ion-induced electron yield from single-layer graphene</a>\".&nbsp;</p>\n<h3>Context and methodology</h3>\n<ul>\n<li>Highly charged ion de-excitation upon neutralisation in a single-layer graphene sample is studied based on charge exchange and emitted secondary electrons. Ions are detected trajectory-dependent and the trajectory information is used to link the charge exchange and secondary electron emission to possible de-excitation mechanisms.</li>\n<li>The data comprises coincidence measurement results in a list-mode fashion, i.e. for single impinging ions we record the impact position (x/y) on our 2D position-sensitive particle detector, the time of flight of the projectiles from sample to detector and the secondary electron yield. The resulting charge-state and electron-yield distributions are filtered regarding the impact position of the ions (to get information on different scattering angles). The full data set is available for one irradiation (98keV Xe30+). Resulting mean charge state/yield data in dependence of the scattering angle is given for three irradiation parameters.</li>\n</ul>\n<h3>Technical details</h3>\n<ul>\n<li>The dataset includes two analysis files in .dgraph-format (see below). The first file \"_FIG2\" is the basis for Figure 2 and includes the full data set of the coincidence measurement including the filtering for scattering angles The second file (\"_FIG3\") collects the determined results of the trajectory-dependent yield and charge state information for three ion irradiation parameters. All manuscript figures (excluding schematics) can be reproduced using these data files. The data inside the files is structured in a folder-tree labelled according to the content of the figure.</li>\n<li><a href=\"https://www.visualdatatools.com/DataGraph/\">DataGraph from Visual Data Tools</a> is required to open this data set. 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"isni"}]}]}, "access": {"visibility": "public", "members_visibility": "public", "member_policy": "open", "record_submission_policy": "open", "review_policy": "closed"}, "deletion_status": {"is_deleted": false, "status": "P"}, "children": {"allow": false}}]}, "pids": {"doi": {"identifier": "10.48436/0vg6y-4nf10", "provider": "datacite", "client": "datacite"}}}, "versions": {"is_latest": true, "index": 1}, "is_published": true, "is_draft": false, "pids": {"doi": {"identifier": "10.48436/ttk1m-jc631", "provider": "datacite", "client": "datacite"}, "oai": {"identifier": "oai:researchdata.tuwien.ac.at:ttk1m-jc631", "provider": "oai"}}, "metadata": {"resource_type": {"id": "dataset", "title": {"de": "Datensatz", "en": "Dataset"}}, "creators": [{"person_or_org": {"type": "personal", "name": "Thima, Daniel", "given_name": "Daniel", "family_name": "Thima"}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Niggas, Anna", "given_name": "Anna", "family_name": "Niggas", "identifiers": [{"identifier": "0000-0002-5838-5789", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Werl, Matthias", "given_name": "Matthias", "family_name": "Werl", "identifiers": [{"identifier": "0000-0003-2280-6112", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Szabo, Gabriel L.", "given_name": "Gabriel L.", "family_name": "Szabo"}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Aumayr, Friedrich", "given_name": "Friedrich", "family_name": "Aumayr", "identifiers": [{"identifier": "0000-0002-9788-0934", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Wilhelm, Richard Arthur", "given_name": "Richard Arthur", "family_name": "Wilhelm", "identifiers": [{"identifier": "0000-0001-9451-5440", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}], "title": "Data for \"A compact electron beam ion source for highly charged ion experiments at large-scale user facilities\"", "publisher": "TU Wien", "publication_date": "2026-06-11", "subjects": [{"subject": "highly charged ions"}, {"subject": "electron beam ion traps"}, {"subject": "compact ion source"}], "contributors": [{"person_or_org": {"type": "personal", "name": "Laux, Paul", "given_name": "Paul", "family_name": "Laux"}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Dresden"}, {"name": "D.I.S Germany GmbH"}]}, {"person_or_org": {"type": "personal", "name": "Schmidt, Mike", "given_name": "Mike", "family_name": "Schmidt"}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "D.I.S Germany GmbH"}]}, {"person_or_org": {"type": "personal", "name": "Zschornack, G\u00fcnter", "given_name": "G\u00fcnter", "family_name": "Zschornack"}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "D.I.S Germany GmbH"}]}], "languages": [{"id": "eng", "title": {"en": "English"}}], "related_identifiers": [{"identifier": "10.1088/1361-6455/ad6384", "scheme": "doi", "relation_type": {"id": "ispartof", "title": {"en": "Is part of"}}, "resource_type": {"id": "publication-article", "title": {"de": "Zeitschriftenartikel", "en": "Journal Article"}}}], "rights": [{"id": "cc-by-4.0", "title": {"en": "Creative Commons Attribution 4.0 International"}, "description": {"en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited."}, "icon": "cc-by-icon", "props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}], "description": "<h2>Contents of this data set</h2>\n<p>This repository contains the processed experimental data as well as the evaluation procedure applied to create the figures published in \"<a href=\"https://doi.org/10.1088/1361-6455/ad6384\">A compact electron beam ion source for highly charged ion experiments at large-scale user facilities</a>\".&nbsp;</p>\n<h3>Context and methodology</h3>\n<ul>\n<li>A compact electron beam ion source for creation of highly charged ions is commissioned. Wien filter spectra for analysis of available charge states for Ne, Ar and Xe ions are shown. A beam profile measured for Xe30+ ions is used to evaluate the beam size.</li>\n<li>The data comprises measured currents for a given other parameter (Wien filter voltage in case of the Wien filter spectra; manipulator position in case of the beam profile measurement) stored as ASCII files (included in the uploaded files).</li>\n</ul>\n<h3>Technical details</h3>\n<ul>\n<li>The dataset includes two analysis files in .dgraph-format (see below). Each figure (excluding schematics) is prepared using the file named according to the figure number. The data inside the files is structured in a folder-tree labelled according to the content of the figure.</li>\n<li><a href=\"https://www.visualdatatools.com/DataGraph/\">DataGraph from Visual Data Tools</a> is required to open this data set. The data was created using version 5.5.2beta.</li>\n</ul>", "funding": [{"funder": {"id": "013tf3c58", "name": "FWF Austrian Science Fund"}, "award": {"number": "10.55776/Y1174"}}, {"funder": {"id": "013tf3c58", "name": "FWF Austrian Science Fund"}, "award": {"number": "10.55776/I4914"}}]}, "custom_fields": {}, "access": {"record": "public", "files": "restricted", "embargo": {"active": false, "reason": null}, "status": "restricted"}, "files": {"enabled": true}, "media_files": {"enabled": false}, "status": "published", "deletion_status": {"is_deleted": false, "status": "P"}, "stats": {"this_version": {"views": 6, "unique_views": 5, "downloads": 0, "unique_downloads": 0, "data_volume": 0.0}, "all_versions": {"views": 6, "unique_views": 5, "downloads": 0, "unique_downloads": 0, "data_volume": 0.0}}}, {"id": "b80mx-7p927", "created": "2026-06-15T10:56:18.680575+00:00", "updated": "2026-06-15T10:56:18.985637+00:00", "links": {"self": "https://researchdata.tuwien.at/api/records/b80mx-7p927", "self_html": "https://researchdata.tuwien.at/records/b80mx-7p927", "preview_html": "https://researchdata.tuwien.at/records/b80mx-7p927?preview=1", "doi": "https://doi.org/10.48436/b80mx-7p927", "self_doi": "https://doi.org/10.48436/b80mx-7p927", "self_doi_html": "https://researchdata.tuwien.at/doi/10.48436/b80mx-7p927", "reserve_doi": "https://researchdata.tuwien.at/api/records/b80mx-7p927/draft/pids/doi", "parent": "https://researchdata.tuwien.at/api/records/dfnwk-k0c68", "parent_html": "https://researchdata.tuwien.at/records/dfnwk-k0c68", "parent_doi": "https://doi.org/10.48436/dfnwk-k0c68", "parent_doi_html": "https://researchdata.tuwien.at/doi/10.48436/dfnwk-k0c68", "self_iiif_manifest": "https://researchdata.tuwien.at/api/iiif/record:b80mx-7p927/manifest", "self_iiif_sequence": "https://researchdata.tuwien.at/api/iiif/record:b80mx-7p927/sequence/default", "files": "https://researchdata.tuwien.at/api/records/b80mx-7p927/files", "media_files": 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{"visibility": "public", "members_visibility": "public", "member_policy": "open", "record_submission_policy": "open", "review_policy": "closed"}, "deletion_status": {"is_deleted": false, "status": "P"}, "children": {"allow": false}}]}, "pids": {"doi": {"identifier": "10.48436/dfnwk-k0c68", "provider": "datacite", "client": "datacite"}}}, "versions": {"is_latest": true, "index": 1}, "is_published": true, "is_draft": false, "pids": {"doi": {"identifier": "10.48436/b80mx-7p927", "provider": "datacite", "client": "datacite"}, "oai": {"identifier": "oai:researchdata.tuwien.ac.at:b80mx-7p927", "provider": "oai"}}, "metadata": {"resource_type": {"id": "dataset", "title": {"de": "Datensatz", "en": "Dataset"}}, "creators": [{"person_or_org": {"type": "personal", "name": "Niggas, Anna", "given_name": "Anna", "family_name": "Niggas", "identifiers": [{"identifier": "0000-0002-5838-5789", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Werl, Matthias", "given_name": "Matthias", "family_name": "Werl", "identifiers": [{"identifier": "0000-0003-2280-6112", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Aumayr, Friedrich", "given_name": "Friedrich", "family_name": "Aumayr", "identifiers": [{"identifier": "0000-0002-9788-0934", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Wilhelm, Richard Arthur", "given_name": "Richard Arthur", "family_name": "Wilhelm", "identifiers": [{"identifier": "0000-0001-9451-5440", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}], "title": "Data for \"Charge exchange of slow highly charged ions from an electron beam ion trap with surfaces and 2D materials\"", "publisher": "TU Wien", "publication_date": "2026-06-12", "subjects": [{"subject": "highly charged ions"}, {"subject": "ion beam spectroscopy"}, {"subject": "electron emission"}, {"subject": "charge exchange"}, {"subject": "nanostructuring"}, {"subject": "2D materials"}], "languages": [{"id": "eng", "title": {"en": "English"}}], "related_identifiers": [{"identifier": "10.1088/1361-6455/ad2e2a", "scheme": "doi", "relation_type": {"id": "ispartof", "title": {"en": "Is part of"}}, "resource_type": {"id": "publication-article", "title": {"de": "Zeitschriftenartikel", "en": "Journal Article"}}}], "rights": [{"id": "cc-by-4.0", "title": {"en": "Creative Commons Attribution 4.0 International"}, "description": {"en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited."}, "icon": "cc-by-icon", "props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}], "description": "<h2>Contents of this data set</h2>\n<p>This repository contains the processed experimental data as well as the evaluation procedure applied to create the figures published in \"<a href=\"https://doi.org/10.1088/1361-6455/ad2e2a\">Charge exchange of slow highly charged ions from an electron beam ion trap with surfaces and 2D materials</a>\".&nbsp;</p>\n<h3>Context and methodology</h3>\n<ul>\n<li>This small review article summarises recent achievements in understanding highly charged ion interaction with 2D materials, with the three subtopics of energy deposition, secondary particle emission and energy retention/material modification.</li>\n<li>Note that except for one figure (FIG. 3a) all figures are reproduced from other publications with permission.</li>\n<li>The data comprises a coincidence measurement result (Xe30+ transmitted through single-layer graphene) in a list-mode fashion, i.e. for single impinging ions we record the impact position (x/y) on our 2D position-sensitive particle detector and the time of flight of the projectiles from sample to detector. Data is filtered using the time of flight to depict the 2D pattern (counts vs. charge state and scattering angle) for ions transmitted through the freestanding graphene sample and the support structure.</li>\n</ul>\n<h3>Technical details</h3>\n<ul>\n<li>The dataset includes one file in .dgraph-format (see below). The new (not reproduced) manuscript figure (excluding schematics and reproduced figures) can be reproduced using this data file. The data inside the file is structured in a folder-tree labelled according to the content of the figure and/or the final (sub) figure number.</li>\n<li><a href=\"https://www.visualdatatools.com/DataGraph/\">DataGraph from Visual Data Tools</a> is required to open this data set. 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"isni"}]}]}, "access": {"visibility": "public", "members_visibility": "public", "member_policy": "open", "record_submission_policy": "open", "review_policy": "closed"}, "deletion_status": {"is_deleted": false, "status": "P"}, "children": {"allow": false}}]}, "pids": {"doi": {"identifier": "10.48436/5x2s9-h9a97", "provider": "datacite", "client": "datacite"}}}, "versions": {"is_latest": true, "index": 1}, "is_published": true, "is_draft": false, "pids": {"doi": {"identifier": "10.48436/3t6s1-c7q10", "provider": "datacite", "client": "datacite"}, "oai": {"identifier": "oai:researchdata.tuwien.ac.at:3t6s1-c7q10", "provider": "oai"}}, "metadata": {"resource_type": {"id": "dataset", "title": {"de": "Datensatz", "en": "Dataset"}}, "creators": [{"person_or_org": {"type": "personal", "name": "Wilhelm, Richard Arthur", "given_name": "Richard Arthur", "family_name": "Wilhelm"}, "role": {"id": "contactperson", "title": {"en": "Contact person"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}], "title": "Data for \"Model for Nanopore Formation in Two-Dimensional Materials by Impact of Highly Charged Ions\"", "publisher": "TU Wien", "publication_date": "2026-06-10", "subjects": [{"id": "http://www.oecd.org/science/inno/38235147.pdf?1", "subject": "Natural sciences", "scheme": "FOS"}, {"id": "http://www.oecd.org/science/inno/38235147.pdf?1.3", "subject": "Physical sciences", "scheme": "FOS"}], "contributors": [{"person_or_org": {"type": "personal", "name": "Lemell, Christoph", "given_name": "Christoph", "family_name": "Lemell", "identifiers": [{"identifier": "0000-0003-2560-4495", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Grossek, Alexander Sagar", "given_name": "Alexander Sagar", "family_name": "Grossek", "identifiers": [{"identifier": "0000-0001-8752-8075", "scheme": "orcid"}]}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}], "dates": [{"date": "2021-07-01", "type": {"id": "accepted", "title": {"en": "Accepted"}}}], "related_identifiers": [{"identifier": "10.1021/acs.nanolett.2c03894", "scheme": "doi", "relation_type": {"id": "documents", "title": {"en": "Documents"}}, "resource_type": {"id": "publication", "title": {"de": "Publikation", "en": "Publication"}}}], "rights": [{"id": "cc-by-4.0", "title": {"en": "Creative Commons Attribution 4.0 International"}, "description": {"en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited."}, "icon": "cc-by-icon", "props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}], "description": "<h3>Context and methodology</h3>\n<ul>\n<li>The data was created in the research domain of ion-solid interaction studies</li>\n<li>The purpose of the dataset is to provide the structured data on which the plots in the publication are based upon.</li>\n<li>The dataset was created by a self-written code developed and maintained by Alexander Grossek under the supervision of Prof. Christoph Lemell</li>\n</ul>\n<h3>Technical details</h3>\n<ul>\n<li>The dataset contains two files.</li>\n<li>The eyield.csv contains in the first row the discription of the ion which was simulated. The second row defines column headers X and Y. X describes the simulated hopping time in atomic units. Y describes the electron yield obtained from the simulations. The electron yield is the total number of electrons extracted from the simulated material layer.</li>\n<li>The sputtering.csv cotains in the first row the discription of the ion which was simulated. The second row defines column headers X and Y. X describes the simulated hopping time in atomic units. 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"04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Ojeda-Far\u00edas, Omar", "given_name": "Omar", "family_name": "Ojeda-Far\u00edas", "identifiers": [{"identifier": "0000-0002-3238-5465", "scheme": "orcid"}]}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}, "affiliations": [{"name": "IPCMS"}]}, {"person_or_org": {"type": "personal", "name": "Costa Ramizi, Benedetta", "given_name": "Benedetta", "family_name": "Costa Ramizi", "identifiers": [{"identifier": "0009-0000-4389-7709", "scheme": "orcid"}]}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Dalconi, Maria Chiara", "given_name": "Maria Chiara", "family_name": "Dalconi", "identifiers": [{"identifier": "0000-0001-8271-8929", "scheme": "orcid"}]}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}, "affiliations": [{"id": "00240q980", "name": "University of Padua", "identifiers": [{"identifier": "00240q980", "scheme": "ror"}, {"identifier": "grid.5608.b", "scheme": "grid"}, {"identifier": "0000 0004 1757 3470", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Robisson, Agathe", "given_name": "Agathe", "family_name": "Robisson", "identifiers": [{"identifier": "0000-0002-2434-6175", "scheme": "orcid"}]}, "role": {"id": "researcher", "title": {"en": "Researcher"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "H\u00e9braud, Pascal", "given_name": "Pascal", "family_name": "H\u00e9braud", "identifiers": [{"identifier": "0000-0002-6195-1382", "scheme": "orcid"}]}, "role": {"id": "contactperson", "title": {"en": "Contact person"}}, "affiliations": [{"name": "IPCMS"}]}], "title": "Early age aggregation mechanisms of alkali-activated slag particles", "publisher": "TU Wien", "publication_date": "2026-06-10", "subjects": [{"subject": "Sustainable cementitious materials"}, {"subject": "DWS"}, {"subject": "SAOS"}, {"subject": "in situ XRPD"}, {"subject": "Aggregation"}, {"subject": "physical chemistry"}, {"subject": "dense suspension"}], "dates": [{"date": "2026-06", "type": {"id": "available", "title": {"en": "Available"}}}], "languages": [{"id": "eng", "title": {"en": "English"}}], "version": "v1.0.0", "rights": [{"id": "cc-by-4.0", "title": {"en": "Creative Commons Attribution 4.0 International"}, "description": {"en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited."}, "icon": "cc-by-icon", "props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}], "description": "<p class=\"font-claude-response-body break-words whitespace-normal\"><strong>Context and methodology</strong></p>\n<p class=\"font-claude-response-body break-words whitespace-normal\">This dataset contains the source data for all figures of the article \"Early age aggregation mechanisms of alkali-activated slag particles\" by T. Liberto, P. Carmona, O. Ojeda-Far&iacute;as, B. Costa, M. C. Dalconi, A. Robisson and P. H&eacute;braud. The research belongs to the field of soft matter and cementitious materials, specifically the early-age aggregation of alkali-activated slag (AAS) particles.</p>\n<p class=\"font-claude-response-body break-words whitespace-normal\">The data combine four techniques: multispeckle diffusing wave spectroscopy (MSDWS: normalized intensity correlation functions g2, relaxation-time distributions P(&tau;), fast/slow relaxation times &tau; and amplitudes A); small-amplitude oscillatory shear (SAOS: storage modulus G&prime; with standard deviations);&nbsp;<em>in situ</em> X-ray powder diffraction (XRPD, Cu K&alpha;: intensity vs. 2&theta; and vs. scattering vector q, and normalized low-angle intensity vs. time); and particle size distribution. Datasets labelled \"CCPCE\" and \"noCCPCE\" refer to pastes mixed with the CaCl\u2082 + PCE&nbsp; solution and with distilled water, respectively. Sample preparation and measurement protocols are described in the Materials and methods section of the article.</p>\n<p class=\"font-claude-response-body break-words whitespace-normal\"><strong>Technical details</strong></p>\n<p class=\"font-claude-response-body break-words whitespace-normal\">One HDF5 file per figure; groups correspond to figure panels (a, b, c, ...). Units: time in s, G&prime; in Pa, 2&theta; in degrees, q in &Aring;\u207b&sup1;, diameters in &micro;m. The full list of groups and datasets is given in FilesDescriptor.pdf. HDF5 is open and platform-independent (HDFView, Python/h5py, MATLAB, R); no proprietary software required.</p>\n<p class=\"font-claude-response-body break-words whitespace-normal\"><strong>Further details</strong></p>\n<p class=\"font-claude-response-body break-words whitespace-normal\">When reusing the data, please cite this dataset and the associated publication. This work was funded by the FWF&ndash;ANR joint grant (FWF: PIN4064224; ANR: ANR-24-CE91-0020) and by CONAHCYT through the Postdoctoral abroad program.</p>", "funding": [{"funder": {"id": "013tf3c58", "name": "FWF Austrian Science Fund"}, "award": {"number": "PIN4064224", "title": {"en": "\tEarly age cementitious pastes structuration"}, "identifiers": [{"identifier": "https://www.fwf.ac.at/en/research-radar/10.55776/PIN4064224", "scheme": "url"}]}}, {"funder": {"id": "00rbzpz17", "name": "Agence Nationale de la Recherche"}, "award": {"number": "ANR-24-CE91-0020", "title": {"en": "Structuration des p\u00e2tes commentaires aux jeunes \u00e2ges"}, "identifiers": [{"identifier": "https://anr.fr/Projet-ANR-24-CE91-0020", "scheme": "url"}]}}]}, "custom_fields": {}, "access": {"record": "public", "files": "public", "embargo": {"active": false, "reason": null}, "status": "open"}, "files": {"enabled": true, "default_preview": "figure1.hdf5", "order": [], "count": 8, "total_bytes": 1821254, 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"communities": {}, "pids": {"doi": {"identifier": "10.48436/trf97-ch936", "provider": "datacite", "client": "datacite"}}}, "versions": {"is_latest": true, "index": 1}, "is_published": true, "is_draft": false, "pids": {"doi": {"identifier": "10.48436/8h46p-9xa70", "provider": "datacite", "client": "datacite"}, "oai": {"identifier": "oai:researchdata.tuwien.ac.at:8h46p-9xa70", "provider": "oai"}}, "metadata": {"resource_type": {"id": "dataset", "title": {"de": "Datensatz", "en": "Dataset"}}, "creators": [{"person_or_org": {"type": "personal", "name": "Pimenov, Andrei", "given_name": "Andrei", "family_name": "Pimenov"}, "role": {"id": "datacurator", "title": {"en": "Data curator"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Tikhanovskii, A.", "given_name": "A.", "family_name": "Tikhanovskii"}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}}, {"person_or_org": {"type": "personal", "name": "Ivanov, V. Yu.", "given_name": "V. Yu.", "family_name": "Ivanov"}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}}, {"person_or_org": {"type": "personal", "name": "Kuzmenko, A. M.", "given_name": "A. M.", "family_name": "Kuzmenko"}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}}, {"person_or_org": {"type": "personal", "name": "Constable, Evan", "given_name": "Evan", "family_name": "Constable"}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}}, {"person_or_org": {"type": "personal", "name": "Mukhin, A. A.", "given_name": "A. A.", "family_name": "Mukhin"}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}}], "title": "Resolving the local distortions of Ising-like moments in magnetoelectric Ho-doped langasite", "publisher": "TU Wien", "publication_date": "2026-06-10", "subjects": [{"subject": "Magnetoelectricity"}, {"subject": "Langasites"}, {"subject": "Magnetism"}, {"subject": "Symmetry"}], "related_identifiers": [{"identifier": "10.1103/PhysRevB.109.214433", "scheme": "doi", "relation_type": {"id": "issupplementto", "title": {"en": "Is supplement to"}}, "resource_type": {"id": "dataset", "title": {"de": "Datensatz", "en": "Dataset"}}}], "rights": [{"id": "cc-by-4.0", "title": {"en": "Creative Commons Attribution 4.0 International"}, "description": {"en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited."}, "icon": "cc-by-icon", "props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}], "description": "<p>These are the data to the paper:</p>\n<p class=\"MsoNormal\">A. Yu. Tikhanovskii, V. Yu. Ivanov, A. M. Kuzmenko, A. Stunault, O. Fabelo, E. Ressouche, V. Simonet, R.&nbsp;Ballou, I. A. Kibalin, A. Pimenov, A. A. Mukhin, and E. Constable <br><strong>&ldquo;Resolving the local distortions of Ising-like moments in magnetoelectric Ho-doped langasite&rdquo;</strong><br>Phys. Rev. B 109, 214433 (2024). <a href=\"https://doi.org/10.1103/PhysRevB.109.214433\">https://doi.org/10.1103/PhysRevB.109.214433</a><br>arXiv:2406.18209</p>\n<p class=\"MsoNormal\">File format: \"OriginPro\" (OriginLab Corporation)</p>\n<p>The file \"Ho_LGS_Magn_Field.oggu\" contains the magnetization curves of Ho-LGS for various orientations of external magnetic field and at temperatures between 1.9 and 60 K.&nbsp; In addition, a comparison of the susceptibility observed from magnetization and from neutron data is given. Symbols represent experimental data, solid lines are theoretical calculations as explained in the main paper.</p>\n<p>The file \"Ho_LGS_Magnetization_angular.opju\" contains the angular dependences of the magnetization in Ho-LGS&nbsp;<br>planes at \ud835\udc47= 1.9 K and in external field of 5T, 3.5 T , and 2 T . Open symbols represent experimental data; solid lines are theoretical predictions detailed in the main paper.&nbsp;</p>", "additional_descriptions": [{"description": "<div class=\"content\">\n<p>The magnetic properties of Ho-doped langasites (La:Ho)3\u2062G\u2061a5\u2062Si\u2062O14 are dominated by the Ising-like magnetic moments of the H\u2061o3+ ions. In their saturated regime, the induced magnetic state breaks both time and space inversion symmetries, leading to a linear magnetoelectric effect. However, due to distortions induced by a shared Ga/Si occupancy of the 2\u2062\ud835\udc51 sites, resolving the microscopic nature of the magnetic configuration remains a difficult task. Here, we combine polarized neutron diffraction and angular-dependent magnetization experiments to determine the local distortions of the H\u2061o3+ magnetic moments in doped langasites (L\u2062a1&minus;\ud835\udc65\u2062H\u2061o\ud835\udc65)3\u2062G\u2061a5\u2062Si\u2062O14 with \ud835\udc65&asymp;0.015 and 0.045. We propose a model for a field-induced magnetic configuration with arbitrary orientations of the local Ising axis of H\u2061o3+ in distorted positions. The operations of broken local \ud835\udc362 symmetry and rotations around the trigonal \ud835\udc363 axis connect different sites, restoring the global \ud835\udc43\u2062321 symmetry of the crystal and simplifying the description of the magnetic properties. The superposition of two distorted H\u2061o3+ positions connected by \ud835\udc362 symmetry determines the local magnetic susceptibility tensor, which no longer appears Ising-like at low fields.</p>\n</div>", "type": {"id": "abstract", "title": {"en": "Abstract"}}}], "funding": [{"funder": {"id": "013tf3c58", "name": "FWF Austrian Science Fund"}, "award": {"number": "I 5539-N", "title": {"en": "New magnetoelectricity based on local and global symmetries"}, "identifiers": [{"identifier": "https://www.fwf.ac.at/en/research-radar/10.55776/I5539", "scheme": "url"}]}}]}, "custom_fields": {}, "access": {"record": "public", "files": "public", "embargo": {"active": false, "reason": null}, "status": "open"}, "files": {"enabled": true, "order": [], "count": 2, "total_bytes": 1748108, "entries": {"Ho_LGS_Magn_Field.oggu": {"id": "9dc66e64-7441-4cab-a992-4e45197b34a8", "checksum": "md5:e65aed6bd0abc91219c19c6075a3b128", "ext": "oggu", "size": 149594, "mimetype": "application/octet-stream", "key": "Ho_LGS_Magn_Field.oggu", "metadata": {}, "access": {"hidden": false}}, "Ho_LGS_Magnetization_angular.opju": {"id": "9bd24500-7425-4de4-9670-6c89c1dda089", "checksum": "md5:a5c958fe17d9918e3ba2b6c7dab21ab6", "ext": "opju", "size": 1598514, "mimetype": "application/octet-stream", "key": "Ho_LGS_Magnetization_angular.opju", "metadata": {}, "access": {"hidden": false}}}}, "media_files": {"enabled": false, "order": [], "count": 0, "total_bytes": 0, "entries": {}}, "status": "published", "deletion_status": {"is_deleted": false, "status": "P"}, "stats": {"this_version": {"views": 20, "unique_views": 19, "downloads": 7, "unique_downloads": 7, "data_volume": 8291758.0}, "all_versions": {"views": 20, "unique_views": 19, "downloads": 7, "unique_downloads": 7, "data_volume": 8291758.0}}}, {"id": "rknyh-p8n65", "created": "2026-06-10T15:09:19.041652+00:00", "updated": "2026-06-10T16:13:56.257857+00:00", "links": {"self": "https://researchdata.tuwien.at/api/records/rknyh-p8n65", "self_html": 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"Pimenov"}, "role": {"id": "datacurator", "title": {"en": "Data curator"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Tikhanovskii, A.", "given_name": "A.", "family_name": "Tikhanovskii"}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}}, {"person_or_org": {"type": "personal", "name": "Ivanov, V. Yu.", "given_name": "V. Yu.", "family_name": "Ivanov"}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}}, {"person_or_org": {"type": "personal", "name": "Kuzmenko, A.", "given_name": "A.", "family_name": "Kuzmenko"}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}}, {"person_or_org": {"type": "personal", "name": "Constable, E.", "given_name": "E.", "family_name": "Constable"}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}}, {"person_or_org": {"type": "personal", "name": "Mukhin, A.", "given_name": "A.", "family_name": "Mukhin"}}], "title": "Effect of local distortions on magnetic and magnetoelectric properties of paramagnetic Pr3Ga5SiO14 langasite", "publisher": "TU Wien", "publication_date": "2026-06-09", "subjects": [{"subject": "magnetoelectricity"}, {"subject": "langasites"}, {"subject": "magnetism"}], "related_identifiers": [{"identifier": "10.1103/PhysRevB.110.014409", "scheme": "doi", "relation_type": {"id": "issupplementto", "title": {"en": "Is supplement to"}}, "resource_type": {"id": "dataset", "title": {"de": "Datensatz", "en": "Dataset"}}}], "rights": [{"id": "cc-by-4.0", "title": {"en": "Creative Commons Attribution 4.0 International"}, "description": {"en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited."}, "icon": "cc-by-icon", "props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}], "description": "<p>These are the data to the paper:</p>\n<p class=\"MsoNormal\">&nbsp;A. Tikhanovskii, V. Yu. Ivanov, A. Kuzmenko, E. Constable, A. Pimenov, and A. Mukhin</p>\n<p class=\"MsoNormal\"><strong>&ldquo;Effect of local distortions on magnetic and magnetoelectric properties of paramagnetic Pr<sub>3</sub>Ga<sub>5</sub>SiO<sub>14</sub> langasite&rdquo;</strong><br>Phys. Rev. B <strong>110</strong>, 014409 (2024). <a href=\"https://doi.org/10.1103/PhysRevB.110.014409\">https://doi.org/10.1103/PhysRevB.110.014409</a><br>arXiv:2409.07897</p>\n<p><br>File format: \"Origin\" (OriginLab Corporation)</p>\n<p>The file \"Magnetization_Field_Pr_LGS.oggu\" contains the magnetic field dependencies of the magnetization of PGS for temperatures from 1.9 to 60 K and for different orientations of the external field. The theory curves correspond to the model as described in the manuscript.</p>\n<p>The file \"Magnetization_Temperature_Pr_LGS.oggu\" contains the Temperature dependencies of the magnetic susceptibility of PGS in an external field&nbsp; oriented parallel and perpendicular to the basal plane. The theory curves correspond to the model as described in the manuscript. Additionally, the Van Vleck contribution and the contributions from excited levels to the susceptibility are given. The inset displays the temperature dependencies of the derivative of the magnetic susceptibility, demonstrating the same contributions from the two lowest singlets for fields along the a and c axes.</p>\n<p>The file \"Polarization_Pr_LGS.oggu\" contains the field dependencies of the electric polarization PGS for different orientations and temperatures. Second, the&nbsp; temperature dependencies of the magnetoelectric susceptibilities obtained from the field dependencies of electric polarization are given. The temperature dependence of the dP/dH, demonstrates the deviation from the standard behavior at low temperatures. Solid lines<br>are theoretical fits with parameters given in Table I of the main manuscript.</p>", "additional_descriptions": [{"description": "<div class=\"content\">\n<p>Magnetic-field-induced electric polarization has been observed in trigonal noncentrosymmetric paramagnetic Pr3\u2061Ga5\u2062SiO14 langasite. We detected quadratic electric polarization along the \ud835\udc4e axis in the basal \ud835\udc4e\u2062\ud835\udc4f plane for various magnetic field orientations. Electric polarization along the \ud835\udc50 axis is only evident starting from the fourth power of magnetic field, in accordance with the trigonal symmetry. The magnetic properties of Pr3\u2061Ga5\u2062SiO14 primarily stem from the local anisotropic magnetic moment of the two lowest P\u2062r3+ singlets (quasidoublet) in the crystal electric field. The random distribution of Ga/Si in the 2\u2062\ud835\udc51 positions leads to a local distortion of the \ud835\udc362 symmetry and to a distribution of the quasidoublet splitting. By considering the interactions of local moments among different P\u2062r3+ positions within a phenomenological approach for the allowed magnetoelectric coupling, we derive the electric polarization in terms of symmetry-allowed combinations of local magnetic susceptibilities and field components. The magnetic field dependence of electric polarization in the basal plane, \ud835\udc43\ud835\udc4e,\ud835\udc4f*, is mainly determined by the accumulation of effective local susceptibilities, exhibiting similar behavior in low fields, while polarization along the \ud835\udc50 axis, \ud835\udc43\ud835\udc50, arises from the nonequivalence of local effective magnetic susceptibilities in different P\u2062r3+ positions. Our findings suggest that the temperature dependencies of magnetic and magnetoelectric susceptibilities are highly sensitive to the distribution of the quasidoublet splitting, which reflects the local symmetry breaking.</p>\n</div>", "type": {"id": "abstract", "title": {"en": "Abstract"}}}], "funding": [{"funder": {"id": "013tf3c58", "name": "FWF Austrian Science Fund"}, "award": {"number": "I 5539-N", "title": {"en": "New magnetoelectricity based on local and global symmetries"}, "identifiers": [{"identifier": "https://www.fwf.ac.at/en/research-radar/10.55776/I5539", "scheme": "url"}]}}]}, "custom_fields": {}, "access": {"record": "public", "files": "public", "embargo": {"active": false, "reason": null}, "status": "open"}, "files": {"enabled": true, "order": [], "count": 3, "total_bytes": 1139538, "entries": {"Magnetization_Temperature_Pr_LGS.oggu": {"id": "6443a916-68b1-495c-a9c2-f688f8aa8686", "checksum": "md5:07bf965e48a899a4c54f932ce3ab599a", "ext": "oggu", "size": 112624, 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"family_name": "Eder", "identifiers": [{"identifier": "0000-0002-5395-564X", "scheme": "orcid"}]}, "affiliations": [{"name": "TU Wien"}]}], "title": "In-situ surface reconstruction of silver-based MOCHAs via chalcogen depletion for durable CO\u2082-to-CO electrocatalysis", "publisher": "TU Wien", "publication_date": "2026-06-05", "contributors": [{"person_or_org": {"type": "personal", "name": "Varga, Dorottya", "given_name": "Dorottya", "family_name": "Varga", "identifiers": [{"identifier": "0009-0004-3697-8059", "scheme": "orcid"}]}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Blaschke, Jakob Nils", "given_name": "Jakob Nils", "family_name": "Blaschke", "identifiers": [{"identifier": "0009-0009-3331-0527", "scheme": "orcid"}]}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", 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"given_name": "Gui", "family_name": "Zhuang"}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}}], "related_identifiers": [{"identifier": "10.1016/j.jcou.2026.103488", "scheme": "doi", "relation_type": {"id": "issupplementto", "title": {"en": "Is supplement to"}}, "resource_type": {"id": "publication", "title": {"de": "Publikation", "en": "Publication"}}}], "rights": [{"id": "cc-by-4.0", "title": {"en": "Creative Commons Attribution 4.0 International"}, "description": {"en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited."}, "icon": "cc-by-icon", "props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}], "description": "<h2>Dataset description</h2>\n<p>Here you can find the raw data sets to the manuscript titled \"In-situ surface reconstruction of silver-based MOCHAs via chalcogen depletion for durable CO2-to-CO electrocatalysis\"</p>\n<h3>Context and methodology</h3>\n<ul>\n<li>Figure 1-3 represent Faradaic Efficiencies, products amount and products rate.&nbsp;</li>\n<li>Figure 5 shows powder XRD results</li>\n<li>Figure 6 XPS spectra data</li>\n</ul>\n<h3>Technical details</h3>\n<ul>\n<li>For Faradaic Efficiency calculations the current has to be converted into charge via integration</li>\n<li>The flow rate for products rate determination was measured to be 3.4 mL min-1 (for more details see experimental section of the manuscript)</li>\n<li>Figure 3C requires the mass normalization as described in Figure S5 and Table S3.&nbsp;</li>\n<li>For each Figure a separate Excel file containing the raw data is uploaded</li>\n<li>The Excel files contain several sheets.&nbsp;</li>\n<li>Sheets are sorted and labelled by Figure panel and raw data type (eg. current or GC ppm data)</li>\n</ul>\n<p>&nbsp;</p>"}, "custom_fields": {}, "access": {"record": "public", "files": "public", "embargo": {"active": 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Host\u2013Guest Chemistry with Large Organometallic Complexes", "publisher": "TU Wien", "publication_date": "2026-06-05", "contributors": [{"person_or_org": {"type": "personal", "name": "Apaydin, Dogukan Hazar", "given_name": "Dogukan Hazar", "family_name": "Apaydin", "identifiers": [{"identifier": "0000-0002-1075-8857", "scheme": "orcid"}]}, "role": {"id": "supervisor", "title": {"en": "Supervisor"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Eder, Dominik", "given_name": "Dominik", "family_name": "Eder", "identifiers": [{"identifier": "0000-0002-5395-564X", "scheme": "orcid"}]}, "role": {"id": "supervisor", "title": {"en": "Supervisor"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Nagaraju Myakala, Stephen", "given_name": "Stephen", "family_name": "Nagaraju Myakala", "identifiers": [{"identifier": "0000-0001-7234-6252", "scheme": "orcid"}]}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Naghdi, Shaghayegh", "given_name": "Shaghayegh", "family_name": "Naghdi", "identifiers": [{"identifier": "0000-0001-7738-2607", "scheme": "orcid"}]}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Schachinger, Thomas", "given_name": "Thomas", "family_name": "Schachinger", "identifiers": [{"identifier": "0000-0003-2307-9092", "scheme": "orcid"}]}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}, "affiliations": [{"id": "04d836q62", "name": "TU Wien", "identifiers": [{"identifier": "04d836q62", "scheme": "ror"}, {"identifier": "grid.5329.d", "scheme": "grid"}, {"identifier": "0000 0004 1937 0669", "scheme": "isni"}]}]}, {"person_or_org": {"type": "personal", "name": "Lanaridi, Olga", "given_name": "Olga", "family_name": "Lanaridi", "identifiers": [{"identifier": "0000-0002-6157-5559", "scheme": "orcid"}]}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}, "affiliations": [{"name": "TU Wien"}]}, {"person_or_org": {"type": "personal", "name": "Huang, Zheao", "given_name": "Zheao", "family_name": "Huang", "identifiers": [{"identifier": "0000-0002-4715-4598", "scheme": "orcid"}]}, "role": {"id": "datacollector", "title": {"en": "Data collector"}}, "affiliations": [{"name": "TU Wien"}]}], "related_identifiers": [{"identifier": "10.1039/D6TA02595A", "scheme": "doi", "relation_type": {"id": "issupplementedby", "title": {"en": "Is supplemented by"}}, "resource_type": {"id": "publication-article", "title": {"de": "Zeitschriftenartikel", "en": "Journal Article"}}}], "rights": [{"id": "cc-by-4.0", "title": {"en": "Creative Commons Attribution 4.0 International"}, "description": {"en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited."}, "icon": "cc-by-icon", "props": {"url": "https://creativecommons.org/licenses/by/4.0/legalcode", "scheme": "spdx"}}], "description": "<h3>Context and methodology</h3>\n<ul>\n<li>This dataset contains the raw experimental data supporting the research article accepted in&nbsp;<em>Journal of Materials Chemistry A</em> (DOI: <span>10.1039/D6TA02595A</span>)</li>\n<li>The files provide the raw and processed data used to characterize the structural, optical and chemical properties of the synthesized materials, as well as CO2 reduction activity data. For detailed synthesis protocols, experimental setups, and comprehensive discussion of these results, please refer to the original publication and its Supplementary Information.</li>\n</ul>\n<h3>Technical details</h3>\n<ul>\n<li>What is the structure of this dataset? 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