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Learning Physics-Consistent Material Behavior from Dynamic Displacements
v1v2 (latest)

Learning Physics-Consistent Material Behavior from Dynamic Displacements

25 July 2024
Zhichao Han
Mohit Pundir
Olga Fink
David S. Kammer
    PINNAI4CE
ArXiv (abs)PDFHTML

Papers citing "Learning Physics-Consistent Material Behavior from Dynamic Displacements"

4 / 4 papers shown
Title
Polyconvex anisotropic hyperelasticity with neural networks
Polyconvex anisotropic hyperelasticity with neural networks
Dominik K. Klein
Mauricio Fernández
Robert J. Martin
P. Neff
Oliver Weeger
68
153
0
20 Jun 2021
E(n) Equivariant Graph Neural Networks
E(n) Equivariant Graph Neural Networks
Victor Garcia Satorras
Emiel Hoogeboom
Max Welling
111
1,020
0
19 Feb 2021
Input Convex Neural Networks
Input Convex Neural Networks
Brandon Amos
Lei Xu
J. Zico Kolter
280
623
0
22 Sep 2016
Fast and Accurate Deep Network Learning by Exponential Linear Units
  (ELUs)
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)
Djork-Arné Clevert
Thomas Unterthiner
Sepp Hochreiter
300
5,532
0
23 Nov 2015
1