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PyTorch-ABAQUS UMAT deep-learning framework for level-set plasticity

Note: we are actively developing the codes in this repository and hence there could be bugs or errors. If you encounter any issue, please let us know (Hyoung Suk Suh, [email protected]; WaiChing Sun, [email protected]). We are also interested at hearing any feedback from the users. Please cite the paper as follow:

H.S. Suh, C. Kweon, B. Lester, S. Kramer, W.C. Sun, A publicly available e PyTorch-ABAQUS UMAT deep-learning framework for level-set plasticity, Mechanics of Materials, in press, 2023.

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  • Python 68.2%
  • Fortran 28.1%
  • MATLAB 3.7%