Software Open Access

Unsupervised machine learning of topological phase transitions from experimental data

Käming, Niklas; Dawid, Anna; Kottmann, Korbinian; Lewenstein, Maciej; Sengstock, Klaus; Dauphin, Alexandre; Weitenberg, Christof


DCAT Export

<?xml version='1.0' encoding='utf-8'?>
<rdf:RDF xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:adms="http://www.w3.org/ns/adms#" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:dct="http://purl.org/dc/terms/" xmlns:dctype="http://purl.org/dc/dcmitype/" xmlns:dcat="http://www.w3.org/ns/dcat#" xmlns:duv="http://www.w3.org/ns/duv#" xmlns:foaf="http://xmlns.com/foaf/0.1/" xmlns:frapo="http://purl.org/cerif/frapo/" xmlns:geo="http://www.w3.org/2003/01/geo/wgs84_pos#" xmlns:gsp="http://www.opengis.net/ont/geosparql#" xmlns:locn="http://www.w3.org/ns/locn#" xmlns:org="http://www.w3.org/ns/org#" xmlns:owl="http://www.w3.org/2002/07/owl#" xmlns:prov="http://www.w3.org/ns/prov#" xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#" xmlns:schema="http://schema.org/" xmlns:skos="http://www.w3.org/2004/02/skos/core#" xmlns:vcard="http://www.w3.org/2006/vcard/ns#" xmlns:wdrs="http://www.w3.org/2007/05/powder-s#">
  <rdf:Description rdf:about="https://doi.org/10.5281/zenodo.4700379">
    <rdf:type rdf:resource="http://www.w3.org/ns/dcat#Dataset"/>
    <dct:type rdf:resource="http://purl.org/dc/dcmitype/Software"/>
    <dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">https://doi.org/10.5281/zenodo.4700379</dct:identifier>
    <foaf:page rdf:resource="https://doi.org/10.5281/zenodo.4700379"/>
    <dct:creator>
      <rdf:Description rdf:about="http://orcid.org/0000-0001-7926-5797">
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#string">0000-0001-7926-5797</dct:identifier>
        <foaf:name>Käming, Niklas</foaf:name>
        <foaf:givenName>Niklas</foaf:givenName>
        <foaf:familyName>Käming</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>ILP - Institut für Laserphysik, Universit ̈at Hamburg,Luruper Chaussee 149, 22761 Hamburg, Germany</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Dawid, Anna</foaf:name>
        <foaf:givenName>Anna</foaf:givenName>
        <foaf:familyName>Dawid</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Faculty of Physics, University of Warsaw, Pasteura 5, 02-093 Warsaw, Poland</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Kottmann, Korbinian</foaf:name>
        <foaf:givenName>Korbinian</foaf:givenName>
        <foaf:familyName>Kottmann</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>ICFO - Institut de Ci`encies Fot`oniques, The Barcelona Institute of Science and Technology, Av. Carl Friedrich Gauss 3, 08860 Castelldefels (Barcelona), Spain</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Lewenstein, Maciej</foaf:name>
        <foaf:givenName>Maciej</foaf:givenName>
        <foaf:familyName>Lewenstein</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>ICFO - Institut de Ci`encies Fot`oniques, The Barcelona Institute of Science and Technology, Av. Carl Friedrich Gauss 3, 08860 Castelldefels (Barcelona), Spain</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Sengstock, Klaus</foaf:name>
        <foaf:givenName>Klaus</foaf:givenName>
        <foaf:familyName>Sengstock</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>ILP - Institut für Laserphysik, Universit ̈at Hamburg,Luruper Chaussee 149, 22761 Hamburg, Germany</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Dauphin, Alexandre</foaf:name>
        <foaf:givenName>Alexandre</foaf:givenName>
        <foaf:familyName>Dauphin</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>ICFO - Institut de Ci`encies Fot`oniques, The Barcelona Institute of Science and Technology, Av. Carl Friedrich Gauss 3, 08860 Castelldefels (Barcelona), Spain</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Weitenberg, Christof</foaf:name>
        <foaf:givenName>Christof</foaf:givenName>
        <foaf:familyName>Weitenberg</foaf:familyName>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>ILP - Institut für Laserphysik, Universit ̈at Hamburg,Luruper Chaussee 149, 22761 Hamburg, Germany</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:title>Unsupervised machine learning of topological phase transitions from experimental data</dct:title>
    <dct:publisher>
      <foaf:Agent>
        <foaf:name>Zenodo</foaf:name>
      </foaf:Agent>
    </dct:publisher>
    <dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#gYear">2021</dct:issued>
    <dcat:keyword>machine learning</dcat:keyword>
    <dcat:keyword>quantum gas</dcat:keyword>
    <dcat:keyword>floquet system</dcat:keyword>
    <dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#date">2021-01-23</dct:issued>
    <owl:sameAs rdf:resource="https://zenodo.org/record/4700379"/>
    <adms:identifier>
      <adms:Identifier>
        <skos:notation rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">https://zenodo.org/record/4700379</skos:notation>
        <adms:schemeAgency>url</adms:schemeAgency>
      </adms:Identifier>
    </adms:identifier>
    <dct:relation rdf:resource="http://arxiv.org/abs/2101.05712"/>
    <dct:isVersionOf rdf:resource="https://doi.org/10.5281/zenodo.4459310"/>
    <dct:description>&lt;p&gt;Dataset and scripts for our publication &amp;quot;Unsupervised machine learning of topological phase transitions from experimental data&amp;quot;&lt;/p&gt; &lt;p&gt;&amp;nbsp;&lt;/p&gt; &lt;p&gt;The github can be found here:&amp;nbsp;https://github.com/nkaeming/unsupervised-machine-learning-of-topological-phase-transitions-from-experimental-data&lt;/p&gt;</dct:description>
    <dct:accessRights rdf:resource="http://publications.europa.eu/resource/authority/access-right/PUBLIC"/>
    <dct:accessRights>
      <dct:RightsStatement rdf:about="info:eu-repo/semantics/openAccess">
        <rdfs:label>Open Access</rdfs:label>
      </dct:RightsStatement>
    </dct:accessRights>
    <dcat:distribution>
      <dcat:Distribution>
        <dct:rights>
          <dct:RightsStatement rdf:about="https://opensource.org/licenses/MIT">
            <rdfs:label>MIT License</rdfs:label>
          </dct:RightsStatement>
        </dct:rights>
        <dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.4700379"/>
      </dcat:Distribution>
    </dcat:distribution>
    <dcat:distribution>
      <dcat:Distribution>
        <dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.4700379"/>
        <dcat:byteSize>1179</dcat:byteSize>
        <dcat:downloadURL rdf:resource="https://zenodo.org/record/4700379/files/LICENSE"/>
      </dcat:Distribution>
    </dcat:distribution>
    <dcat:distribution>
      <dcat:Distribution>
        <dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.4700379"/>
        <dcat:byteSize>668481493</dcat:byteSize>
        <dcat:downloadURL rdf:resource="https://zenodo.org/record/4700379/files/zenodo_submission_2nd_version.zip"/>
        <dcat:mediaType>application/zip</dcat:mediaType>
      </dcat:Distribution>
    </dcat:distribution>
  </rdf:Description>
</rdf:RDF>
242
71
views
downloads
All versions This version
Views 242120
Downloads 7130
Data volume 31.4 GB10.7 GB
Unique views 200107
Unique downloads 5223

Share

Cite as