Non-linear mechanical field reconstruction coupling recurrent neural networks with physics-informed graph neural networks

Manuel Ricardo Guevara Garban, Yves Chemisky, Étienne Prulière +3

Reconstructing local stress fields in heterogeneous microstructures under non-linear, history-dependent loading remains a major computational bottleneck in multi-scale simulations.…