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…