10.34622/datarepositorium/MUVOJDMarques, LuisLuisMarques0000-0001-7477-6934Universidade do MinhoRepositório de Dados da Universidade do Minho2023Computer and Information SciencePhysicsMachine LearningNon Conformal lubricated contactDeep Neural NetworkTribologyTextureOptimizationMarques, LuisLuisMarquesUniversidade do MinhoLuis MarquesLuisMarquesUniversity of MinhoAlexandre SilvaAlexandreSilvaVeniero LenziSergey PyrlinSergeyPyrlinLuis MarquesLuisMarquesUniversidade do Minho2023-03-0320212023-03-012023-12-05Program source code, Textual data10.1103/PhysRevApplied.19.0540781050147497924133851022216697970526680text/plaintext/tab-separated-valuestext/csvapplication/x-ipynb+jsontext/tab-separated-valuestext/tab-separated-values1.1<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>.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.Universidade do Minho, Campus de Gualtar, Braga, PortugalFundação para a Ciência e TecnologiaUIDB/04650/2020Fundação para a Ciência e TecnologiaPTDC/EME-SIS/30446/2017Fundação para a Ciência e TecnologiaPOCI-01–CPCA/A2/4513/2020European Regional Development Fund, through Portugal 2020 (PT2020), and by the Competitiveness and Internationalization Operational Programme (COMPETE 2020)POCI-01-0247-FEDER-045940Fundação para a Ciência e TecnologiaPOCI-01-0247-FEDER-045940