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Publications

Scientific publications using torch-fem

  • Greif, J. & Meyer, N.: Warpage prediction for fiber reinforced injection molding via geometric feature learning and differentiable FEM, Composites Part A: Applied Science and Manufacturing, 204, 109653 (2026). DOI: 10.1016/j.compositesa.2026.109653

  • Riesner, J.; Koch, D. & Meyer, N.: Processing and optimization of patched C/C-SiC plates, Composites Part A: Applied Science and Manufacturing, 109890 (2026). DOI: 10.1016/j.compositesa.2026.109890

Citing torch-fem

If you use torch-fem in your research, please cite this software or link to the repo.

@software{torchfem,
    author  = {Meyer, Nils},
    title   = {torch-fem: GPU accelerated differentiable finite elements for solid mechanics with PyTorch},
    year    = {2026},
    version = {0.6.2},
    url     = {https://github.com/meyer-nils/torch-fem}
}