Learning PDE to Model Self-Organization of Matter

Eduardo Brandao (1) , Jean-Philippe Colombier (1) , Stefan Duffner (2) , Rémi Emonet (1) , Florence Garrelie , Amaury Habrard (1) , François Jacquenet (1) , Anthony Nakhoul (1) , Marc Sebban (1)

1 LHC - Laboratoire Hubert Curien
2 imagine - Extraction de Caractéristiques et Identification

Mots clés: deep learning; physical knowledge incorporation; self-organization process; machine learning; PDE solving; neural networks

Domaines: Adaptation et Systèmes auto-organisés [nlin.AO]; Intelligence artificielle [cs.AI]

Eduardo Brandao, Jean-Philippe Colombier, Stefan Duffner, Rémi Emonet, Florence Garrelie, et al.. Learning PDE to Model Self-Organization of Matter. Entropy, 2022, 24 (8), ⟨10.3390/e24081096⟩. ⟨ujm-03823722⟩