<?xml version='1.0' encoding='UTF-8'?><metadata xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:dcterms="http://purl.org/dc/terms/" xmlns="http://dublincore.org/documents/dcmi-terms/"><dcterms:title>Machine Learning Texture Optimization</dcterms:title><dcterms:identifier>https://doi.org/10.34622/datarepositorium/MUVOJD</dcterms:identifier><dcterms:creator>Marques, Luis</dcterms:creator><dcterms:publisher>Repositório de Dados da Universidade do Minho</dcterms:publisher><dcterms:issued>2023-03-03</dcterms:issued><dcterms:modified>2023-12-05T17:41:22Z</dcterms:modified><dcterms:description>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.</dcterms:description><dcterms:subject>Computer and Information Science</dcterms:subject><dcterms:subject>Physics</dcterms:subject><dcterms:subject>Machine Learning</dcterms:subject><dcterms:subject>Non Conformal lubricated contact</dcterms:subject><dcterms:subject>Deep Neural Network</dcterms:subject><dcterms:subject>Tribology</dcterms:subject><dcterms:subject>Texture</dcterms:subject><dcterms:subject>Optimization</dcterms:subject><dcterms:isReferencedBy>Silva, A., Lenzi, V., Pyrlin, S., Carvalho, S., Cavaleiro, A., &amp; Marques, L., Deep Learning Approach to the Texture Optimization Problem for Friction Control in Lubricated Contacts Phys. Rev. Applied 19, 054078 (2023). &#xd;
arXiv preprint: 2212.06523, doi, 10.1103/PhysRevApplied.19.054078, https://doi.org/10.1103/PhysRevApplied.19.054078</dcterms:isReferencedBy><dcterms:date>2021</dcterms:date><dcterms:contributor>Marques, Luis</dcterms:contributor><dcterms:contributor>Alexandre Silva</dcterms:contributor><dcterms:contributor>Veniero Lenzi</dcterms:contributor><dcterms:contributor>Sergey Pyrlin</dcterms:contributor><dcterms:dateSubmitted>2023-03-01</dcterms:dateSubmitted><dcterms:type>Program source code, Textual data</dcterms:type><dcterms:license>NONE</dcterms:license><dcterms:rights>&lt;a rel="license" href="http://creativecommons.org/licenses/by-nc-sa/4.0/">&lt;img alt="Creative Commons Licence" style="border-width:0" src="https://i.creativecommons.org/l/by-nc-sa/4.0/88x31.png" />&lt;/a>&lt;br />This work is licensed under a &lt;a rel="license" href="http://creativecommons.org/licenses/by-nc-sa/4.0/">Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License&lt;/a>.</dcterms:rights></metadata>