Papers matching “neural network generalization” 6
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Constitutive artificial neural networks: A fast and general approach to predictive data-driven constitutive modeling by deep learning2020 Journal of Computational Physics article Materials Science Machine Learning in Materials Science Open access cited by 3 patents
Kevin Linka, Markus Hillgärtner, Kian P. Abdolazizi, Roland Can Aydin, Mikhail Itskov, Christian Johannes Cyron
341citations -
Deep Neural Networks for Analysis of Microscopy Images—Synthetic Data Generation and Adaptive Sampling2021 Crystals article Materials Science Machine Learning in Materials Science Open access cited by 3 patents
Patrick Trampert, Dmitri Rubinstein, Faysal Boughorbel, Christian Schlinkmann, Maria Luschkova, Philipp Slusallek, +2 more
40citations -
Convolutional neural networks for additively manufactured hot work steel H11: classification and prediction of mechanical properties2025 The International Journal of Advanced Manufacturing Technology article Materials Science Machine Learning in Materials Science Open access
Iris Raffeis, Michael Rom, Frank Adjei-Kyeremeh, Andreas Bührig–Polaczek
4citations
6 results