Machine learning of nonlocal micro-structural defect evolutions in crystalline materials

DOI10.1016/j.cma.2022.115743OpenAlexW4309575790MaRDI QIDQ2679512

Mohsen Zayernouri, E. A. Barros de Moraes, Marta D'Elia

Publication date: 20 January 2023

Published in: Computer Methods in Applied Mechanics and Engineering (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2205.05729

zbMATH Keywords

machine learningnonlocal modelsdiscrete dislocation dynamicscrystalline materialsanomalous behavior

Mathematics Subject Classification ID

Mechanics of deformable solids (74-XX) Statistical mechanics, structure of matter (82-XX)

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An unsupervised latent/output physics-informed convolutional-LSTM network for solving partial differential equations using peridynamic differential operator

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