meyer-nils/torch-fem

GPU accelerated differentiable finite elements for solid mechanics with PyTorch

122 stars 36 forks 122 watchers Python MIT License

adjoint differentiable-programming fem python scientific-computing sensitivity-analysis shape-optimization solid-mechanics-codes structural-optimization topology-optimization

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1 Open Issue Need Help Last updated: Sep 3, 2026

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`resolve_method` picks the direct solver by size alone, but the crossover depends on dimension 18 days ago

enhancement good first issue performance

meyer-nils/torch-fem

122

GPU accelerated differentiable finite elements for solid mechanics with PyTorch

Python

#adjoint#differentiable-programming#fem#python#scientific-computing#sensitivity-analysis#shape-optimization#solid-mechanics-codes#structural-optimization#topology-optimization