Hydrogen embrittlement

Order of running notebooks

• 01_data_transform.ipynb: Prepare and transform the data
• he_tft.ipynb: Train and predict with TFT and transformer
  opinf.ipynb: Train and predict with OpInf
• The repo to replicate the FNO is at https://github.com/minhtriet/fourier_neural_operator

Citation

@article{minh2023,
  author       = {Minh Triet Chau and
                  Jo{\~{a}}o Lucas de Sousa Almeida and
                  Elie Alhajjar and
                  Alberto Costa Nogueira Junior},
  title        = {A Machine Learning Pressure Emulator for Hydrogen Embrittlement},
  booktitle    = {ICML 2023 SynS & ML Workshop},
  year         = {2023},
  url          = {https://syns-ml.github.io/2023/assets/papers/16.pdf}
}