output
20102025
most citedDeep learning of thermodynamics-aware reduced-order models from data

96 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing cs.CEShow all

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cs.CE2020★ 96 cited

Deep learning of thermodynamics-aware reduced-order models from data

Quercus Hernandez, Alberto Badias, David Gonzalez +2

We present an algorithm to learn the relevant latent variables of a large-scale discretized physical system and predict its time evolution using thermodynamically-consistent deep n…

cs.CE2019★ 11 cited

Numerical simulation of model problems in plasticity based on field dislocation mechanics

Léo Morin, Renald Brenner, Pierre Suquet

The aim of this paper is to investigate the numerical implementation of the Field Dislocation Mechanics (FDM) theory for the simulation of dislocation-mediated plasticity. First, t…