most citedPrediction of local elasto-plastic stress and strain fields in a two-phase composite microstructure using a deep convolutional neural network

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physics.comp-ph2026

Neural network scaling and generalization for 3D strain fields in heterogeneous materials

Lucas Fourel, Paul Devianne, Marine Debouvry +5

Computational homogenization and coupled multiscale simulations of heterogeneous materials require repeated solution of mechanical fields on Representative Volume Elements, which b…