<?xml version="1.0" encoding="UTF-8" ?><OAI-PMH xmlns="http://www.openarchives.org/OAI/2.0/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/ http://www.openarchives.org/OAI/2.0/OAI-PMH.xsd"><responseDate>2026-08-04T05:15:57Z</responseDate><request identifier="10.48606/1m5vegw5amn1rrz8" metadataPrefix="datacite" verb="GetRecord">https://www.radar-service.eu/oai/OAIHandler</request><GetRecord><record><header><identifier>10.48606/1m5vegw5amn1rrz8</identifier><datestamp>2026-07-17T03:00:13Z</datestamp></header><metadata><resource xmlns="http://datacite.org/schema/kernel-4"
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   <identifier identifierType="DOI">10.48606/1m5vegw5amn1rrz8</identifier>
   <creators>
      <creator>
         <creatorName>Paulus, Elena</creatorName>
         <givenName>Elena</givenName>
         <familyName>Paulus</familyName>
         <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0009-0001-0579-6090</nameIdentifier>
         <affiliation affiliationIdentifier="https://ror.org/0546hnb39"
                      affiliationIdentifierScheme="ROR"
                      schemeURI="https://ror.org/">University of Konstanz</affiliation>
      </creator>
      <creator>
         <creatorName>Malcharek, Madlen</creatorName>
         <givenName>Madlen</givenName>
         <familyName>Malcharek</familyName>
         <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0009-0000-7528-9476</nameIdentifier>
         <affiliation affiliationIdentifier="https://ror.org/0546hnb39"
                      affiliationIdentifierScheme="ROR"
                      schemeURI="https://ror.org/">University of Konstanz</affiliation>
      </creator>
   </creators>
   <titles>
      <title>Automated clustering workflow for molecular simulation data and ubiquitin simulation datset</title>
   </titles>
   <publisher>University of Konstanz</publisher>
   <dates>
      <date dateType="Created">2023-2025</date>
   </dates>
   <publicationYear>2026</publicationYear>
   <subjects>
      <subject>Chemistry</subject>
      <subject>Clustering</subject>
      <subject>Dimensionality Reduction</subject>
      <subject>MD simulation</subject>
      <subject>Molecular Dynamics</subject>
      <subject>Ubiquitin</subject>
   </subjects>
   <resourceType resourceTypeGeneral="Dataset">Jupyter Notebook, Simulation Data</resourceType>
   <rightsList>
      <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
      <rights schemeURI="https://spdx.org/licenses/"
              rightsIdentifierScheme="SPDX"
              rightsIdentifier="CC-BY-4.0"
              rightsURI="https://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International</rights>
   </rightsList>
   <contributors>
      <contributor contributorType="RightsHolder">
         <contributorName>Paulus, Elena</contributorName>
         <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="https://orcid.org/">0009-0001-0579-6090</nameIdentifier>
      </contributor>
      <contributor contributorType="RightsHolder">
         <contributorName>Malcharek, Madlen</contributorName>
         <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="https://orcid.org/">0009-0000-7528-9476</nameIdentifier>
      </contributor>
      <contributor contributorType="RightsHolder">
         <contributorName>Peter, Christine</contributorName>
         <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="https://orcid.org/">0000-0002-1471-5440</nameIdentifier>
      </contributor>
      <contributor contributorType="ProjectLeader">
         <contributorName>Peter, Christine</contributorName>
         <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-1471-5440</nameIdentifier>
         <affiliation affiliationIdentifier="https://ror.org/0546hnb39"
                      affiliationIdentifierScheme="ROR"
                      schemeURI="https://ror.org/">University of Konstanz</affiliation>
      </contributor>
   </contributors>
   <descriptions>
      <description descriptionType="Abstract">This dataset contains a Jupyter Notebook for the Automated Clustering Workflow (ACW), a clustering workflow for molecular simulation data that combines the dimensionality reduction algorithms cc_analysis and EncoderMap with the clustering algorithm HDBSCAN and a root mean square deviation-based sorting criterion. The ACW was applied on molecular dynamics simulation data of the protein ubiquitin, which is also included in this dataset.</description>
      <description descriptionType="Other">Molecular Dynamics Simulations</description>
   </descriptions>
   <language>
          en
        </language>
   <relatedIdentifiers>
      <relatedIdentifier relatedIdentifierType="DOI" relationType="IsSupplementTo">10.1063/5.0325219</relatedIdentifier>
   </relatedIdentifiers>
   <fundingReferences>
      <fundingReference>
         <funderName>Deutsche Forschungsgemeinschaft</funderName>
         <funderIdentifier funderIdentifierType="ROR" schemeURI="https://ror.org/">https://ror.org/018mejw64</funderIdentifier>
         <awardNumber awardURI="">INST 37/935-1 FUGG</awardNumber>
      </fundingReference>
      <fundingReference>
         <funderName>Deutsche Forschungsgemeinschaft</funderName>
         <funderIdentifier funderIdentifierType="ROR" schemeURI="https://ror.org/">https://ror.org/018mejw64</funderIdentifier>
         <awardNumber awardURI="">INST 35/1597-1 FUGG</awardNumber>
      </fundingReference>
   </fundingReferences>
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      <size/>
   </sizes>
   <formats>
      <format>application/x-tar</format>
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