{"dcterms:modified":"2023-12-05","dcterms:creator":"A Dataverse Instance","@type":"ore:ResourceMap","@id":"https://datarepositorium.uminho.pt/api/datasets/export?exporter=OAI_ORE&persistentId=doi:10.34622/datarepositorium/MUVOJD","ore:describes":{"Title":"Machine Learning Texture Optimization","Author":{"author:Name":"Marques, Luis","author:Affiliation":"Universidade do Minho","Identifier Scheme":"ORCID","Identifier":"0000-0001-7477-6934"},"citation:Contact":{"datasetContact:Name":"Marques, Luis","datasetContact:Affiliation":"Universidade do Minho"},"citation:Description":{"dsDescription:Text":"This data set contains the data used for training, validation and test the deep neural network used for solving a  texture optimization problem for the lubricated contacts between surfaces.","dsDescription:Date":"2023-03-01"},"Subject":["Computer and Information Science","Physics"],"citation:Keyword":[{"keyword:Term":"Machine Learning"},{"keyword:Term":"Non Conformal lubricated contact"},{"keyword:Term":"Deep Neural Network"},{"keyword:Term":"Tribology"},{"keyword:Term":"Texture"},{"keyword:Term":"Optimization"}],"Related Publication":{"Citation":"Silva, A., Lenzi, V., Pyrlin, S., Carvalho, S., Cavaleiro, A., & Marques, L., Deep Learning Approach to the Texture Optimization Problem for Friction Control in Lubricated Contacts Phys. Rev. Applied 19, 054078 (2023). \r\narXiv preprint: 2212.06523","ID Type":"doi","ID Number":"10.1103/PhysRevApplied.19.054078","URL":"https://doi.org/10.1103/PhysRevApplied.19.054078"},"citation:Producer":{"producer:Name":"Luis Marques","producer:Affiliation":"University of Minho"},"citation:Production Date":"2021","citation:Production Place":"Universidade do Minho, Campus de Gualtar, Braga, Portugal","Contributor":[{"contributor:Type":"Project Member","contributor:Name":"Alexandre Silva"},{"contributor:Type":"Project Member","contributor:Name":"Veniero Lenzi"},{"contributor:Type":"Project Member","contributor:Name":"Sergey Pyrlin"}],"Grant Information":[{"grantNumber:Grant Agency":"Fundação para a Ciência e Tecnologia","grantNumber:Grant Number":"UIDB/04650/2020"},{"grantNumber:Grant Agency":"Fundação para a Ciência e Tecnologia","grantNumber:Grant Number":"PTDC/EME-SIS/30446/2017"},{"grantNumber:Grant Agency":"Fundação para a Ciência e Tecnologia","grantNumber:Grant Number":"POCI-01–CPCA/A2/4513/2020"},{"grantNumber:Grant Agency":"European Regional Development Fund, through Portugal 2020 (PT2020), and by the Competitiveness and Internationalization Operational Programme (COMPETE 2020)","grantNumber:Grant Number":"POCI-01-0247-FEDER-045940"},{"grantNumber:Grant Agency":"Fundação para a Ciência e Tecnologia","grantNumber:Grant Number":"POCI-01-0247-FEDER-045940"}],"citation:Distributor":{"distributor:Name":"Luis Marques","distributor:Affiliation":"Universidade do Minho"},"citation:Distribution Date":"2023-03-03","citation:Depositor":"Marques, Luis","Deposit Date":"2023-03-01","Kind of Data":"Program source code, Textual data","Software":{"software:Name":"Feline"},"@id":"doi:10.34622/datarepositorium/MUVOJD","@type":["ore:Aggregation","schema:Dataset"],"schema:version":"1.1","schema:datePublished":"2023-03-03","schema:name":"Machine Learning Texture Optimization","schema:dateModified":"2023-12-05 17:41:22.444","dvcore:termsOfUse":"<a rel=\"license\" href=\"http://creativecommons.org/licenses/by-nc-sa/4.0/\"><img alt=\"Creative Commons Licence\" style=\"border-width:0\" src=\"https://i.creativecommons.org/l/by-nc-sa/4.0/88x31.png\" /></a><br />This work is licensed under a <a rel=\"license\" href=\"http://creativecommons.org/licenses/by-nc-sa/4.0/\">Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License</a>.","dvcore:fileTermsOfAccess":{"dvcore:fileRequestAccess":false},"schema:includedInDataCatalog":"Lab Física Computacional","ore:aggregates":[{"schema:name":"00_README.txt","dvcore:restricted":false,"schema:version":1,"dvcore:datasetVersionId":494,"@id":"https://datarepositorium.uminho.pt/file.xhtml?fileId=2856","schema:sameAs":"https://datarepositorium.uminho.pt/api/access/datafile/2856","@type":"ore:AggregatedResource","schema:fileFormat":"text/plain","dvcore:filesize":1050,"dvcore:storageIdentifier":"file://186a70419e8-c6f5fcf26520","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"389bfc2f1a11e6e5d5229657a35eafb9"}},{"schema:name":"inputs.tab","dvcore:restricted":false,"schema:version":1,"dvcore:datasetVersionId":494,"@id":"https://datarepositorium.uminho.pt/file.xhtml?fileId=2855","schema:sameAs":"https://datarepositorium.uminho.pt/api/access/datafile/2855","@type":"ore:AggregatedResource","schema:fileFormat":"text/tab-separated-values","dvcore:filesize":14749792,"dvcore:storageIdentifier":"file://186a6fd483c-2918f648aca8","dvcore:originalFileFormat":"text/csv","dvcore:originalFormatLabel":"Comma Separated Values","dvcore:UNF":"UNF:6:pkL4G5wFp5wgtVz8B9a/zg==","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"ba4bc1b2c58220469b88aa09f1397912"}},{"schema:name":"inputs_test_set.csv","dvcore:restricted":false,"schema:version":1,"dvcore:datasetVersionId":494,"@id":"https://datarepositorium.uminho.pt/file.xhtml?fileId=2851","schema:sameAs":"https://datarepositorium.uminho.pt/api/access/datafile/2851","@type":"ore:AggregatedResource","schema:fileFormat":"text/csv","dvcore:filesize":413385,"dvcore:storageIdentifier":"file://186a6fd4a7c-07f8c05b3f6d","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"4d27879770d10ce970acac13c54f02ff"}},{"schema:name":"script_DNN_training.ipynb","dvcore:restricted":false,"schema:version":1,"dvcore:datasetVersionId":494,"@id":"https://datarepositorium.uminho.pt/file.xhtml?fileId=2852","schema:sameAs":"https://datarepositorium.uminho.pt/api/access/datafile/2852","@type":"ore:AggregatedResource","schema:fileFormat":"application/x-ipynb+json","dvcore:filesize":10222,"dvcore:storageIdentifier":"file://186a6fd4c2b-ac4273f7f447","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"780a3e6bdf582afd7db34856f5d00922"}},{"schema:name":"targets.tab","dvcore:restricted":false,"schema:version":1,"dvcore:datasetVersionId":494,"@id":"https://datarepositorium.uminho.pt/file.xhtml?fileId=2850","schema:sameAs":"https://datarepositorium.uminho.pt/api/access/datafile/2850","@type":"ore:AggregatedResource","schema:fileFormat":"text/tab-separated-values","dvcore:filesize":16697970,"dvcore:storageIdentifier":"file://186a6fd643f-d7303b35b97a","dvcore:originalFileFormat":"text/csv","dvcore:originalFormatLabel":"Comma Separated Values","dvcore:UNF":"UNF:6:nuHVm8E2VLqM9F0ZRzUsiw==","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"554f247895d7f564102182f9d752d2f0"}},{"schema:name":"targets_test_set.tab","dvcore:restricted":false,"schema:version":1,"dvcore:datasetVersionId":494,"@id":"https://datarepositorium.uminho.pt/file.xhtml?fileId=2854","schema:sameAs":"https://datarepositorium.uminho.pt/api/access/datafile/2854","@type":"ore:AggregatedResource","schema:fileFormat":"text/tab-separated-values","dvcore:filesize":526680,"dvcore:storageIdentifier":"file://186a6fd662d-77814ec210fb","dvcore:originalFileFormat":"text/csv","dvcore:originalFormatLabel":"Comma Separated Values","dvcore:UNF":"UNF:6:g79VSPL4HdKO7LhFudUfhg==","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"ed2ab79ec146027393b0a7894fb383c7"}}],"schema:hasPart":["https://datarepositorium.uminho.pt/file.xhtml?fileId=2856","https://datarepositorium.uminho.pt/file.xhtml?fileId=2855","https://datarepositorium.uminho.pt/file.xhtml?fileId=2851","https://datarepositorium.uminho.pt/file.xhtml?fileId=2852","https://datarepositorium.uminho.pt/file.xhtml?fileId=2850","https://datarepositorium.uminho.pt/file.xhtml?fileId=2854"]},"@context":{"Author":"http://purl.org/dc/terms/creator","Citation":"http://purl.org/dc/terms/bibliographicCitation","Contributor":"http://purl.org/dc/terms/contributor","Deposit Date":"http://purl.org/dc/terms/dateSubmitted","Grant Information":"https://schema.org/sponsor","ID Number":"http://purl.org/spar/datacite/ResourceIdentifier","ID Type":"http://purl.org/spar/datacite/ResourceIdentifierScheme","Identifier":"http://purl.org/spar/datacite/AgentIdentifier","Identifier Scheme":"http://purl.org/spar/datacite/AgentIdentifierScheme","Kind of Data":"http://rdf-vocabulary.ddialliance.org/discovery#kindOfData","Related Publication":"http://purl.org/dc/terms/isReferencedBy","Software":"https://www.w3.org/TR/prov-o/#wasGeneratedBy","Subject":"http://purl.org/dc/terms/subject","Title":"http://purl.org/dc/terms/title","URL":"https://schema.org/distribution","author":"https://dataverse.org/schema/citation/author#","citation":"https://dataverse.org/schema/citation/","contributor":"https://dataverse.org/schema/citation/contributor#","datasetContact":"https://dataverse.org/schema/citation/datasetContact#","dcterms":"http://purl.org/dc/terms/","distributor":"https://dataverse.org/schema/citation/distributor#","dsDescription":"https://dataverse.org/schema/citation/dsDescription#","dvcore":"https://dataverse.org/schema/core#","grantNumber":"https://dataverse.org/schema/citation/grantNumber#","keyword":"https://dataverse.org/schema/citation/keyword#","ore":"http://www.openarchives.org/ore/terms/","producer":"https://dataverse.org/schema/citation/producer#","schema":"http://schema.org/","software":"https://dataverse.org/schema/citation/software#"}}