Dataset Open Access
<?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:cnt="http://www.w3.org/2011/content#" 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/10.14278/rodare.2289"> <rdf:type rdf:resource="http://www.w3.org/ns/dcat#Dataset"/> <dct:type rdf:resource="http://purl.org/dc/dcmitype/Dataset"/> <dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">https://doi.org/10.14278/rodare.2289</dct:identifier> <foaf:page rdf:resource="https://doi.org/10.14278/rodare.2289"/> <dct:creator> <rdf:Description rdf:about="http://orcid.org/0000-0002-4878-3521"> <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/> <foaf:name>Callow, Timothy James</foaf:name> <foaf:givenName>Timothy James</foaf:givenName> <foaf:familyName>Callow</foaf:familyName> <org:memberOf> <foaf:Organization> <foaf:name>Center for Advanced Systems Understanding (CASUS), Helmholtz-Zentrum Dresden-Rossendorf</foaf:name> </foaf:Organization> </org:memberOf> </rdf:Description> </dct:creator> <dct:title>Data publication: Physics-enhanced neural networks for equation-of-state calculations</dct:title> <dct:publisher> <foaf:Agent> <foaf:name>Rodare</foaf:name> </foaf:Agent> </dct:publisher> <dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#gYear">2023</dct:issued> <dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#date">2023-05-04</dct:issued> <owl:sameAs rdf:resource="https://rodare.hzdr.de/record/2289"/> <adms:identifier> <adms:Identifier> <skos:notation rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">https://rodare.hzdr.de/record/2289</skos:notation> </adms:Identifier> </adms:identifier> <owl:sameAs rdf:resource="https://www.hzdr.de/publications/Publ-38068"/> <dct:isReferencedBy rdf:resource="https://www.hzdr.de/publications/Publ-37955"/> <dct:isReferencedBy rdf:resource="https://www.hzdr.de/publications/Publ-37075"/> <dct:isVersionOf rdf:resource="https://doi.org/10.14278/rodare.2288"/> <dct:isPartOf rdf:resource="https://rodare.hzdr.de/communities/rodare"/> <dct:description><p>Data for the&nbsp;paper &quot;Physics-enhanced neural networks for equation-of-state calculations&quot;</p> <p>There are two tar folders:</p> <ol> <li> <p>&nbsp;trained_models.tar: This contains the final trained models</p> </li> <li> <p>atoMEC_data.tar.gz: This contains the output from the average-atom calculations.</p> </li> </ol> <p>For a more detailed explanation of the contents of these folders, please consult the README.md file of this&nbsp;<a href="https://github.com/atomec-project/neuralEOS">GitHub repository</a></p></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://creativecommons.org/licenses/by/4.0/legalcode"> <rdfs:label>Creative Commons Attribution 4.0 International</rdfs:label> </dct:RightsStatement> </dct:rights> <dcat:accessURL rdf:resource="https://doi.org/10.14278/rodare.2289"/> </dcat:Distribution> </dcat:distribution> </rdf:Description> </rdf:RDF>
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