2 papers
cs.CE2026
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.…
cond-mat.soft2024
Micromorphic FE Simulation of Plastic Deformations of Foam Structures
Alexander Malik, Geralf Hütter, Martin Abendroth +1
Capturing and predicting the effective mechanical properties of highly porous cellular media still represents a significant challenge for the research community, due to their compl…