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Published at November 8

Towards a Real-Time Simulation of Elastoplastic Deformation Using Multi-Task Neural Networks

cs.CE

cs.LG

Released Date: November 8, 2024

Authors: Ruben Schmeitz, Joris Remmers, Olga Mula, Olaf van der Sluis

Arxiv: http://arxiv.org/abs/2411.05575v1

Refer to caption

	MAE%			$R^{2}$
	Mean	Std	Max	Weighted
$\bm{u}$	0.33%	0.84%	4.38%	1.00
$\sigma_{\text{vm}}$	0.21%	0.28%	2.71%	0.96
$\bar{\varepsilon}_{\text{pl}}$	0.30%	0.66%	5.04%	0.98
$\bm{\varepsilon}_{\text{pl}}$	0.10%	0.36%	4.97%	0.99