Physics-Informed Neural Networks with Hard Constraints for Inverse Design

Lu Lu, Raphaël Pestourie, Wenjie Yao, Zhicheng Wang, Francesc Verdugo, Steven G. Johnson. Physics-Informed Neural Networks with Hard Constraints for Inverse Design. SIAM J. Scientific Computing, 43(6), 2021. [doi]

@article{LuPYWVJ21,
  title = {Physics-Informed Neural Networks with Hard Constraints for Inverse Design},
  author = {Lu Lu and Raphaël Pestourie and Wenjie Yao and Zhicheng Wang and Francesc Verdugo and Steven G. Johnson},
  year = {2021},
  doi = {10.1137/21M1397908},
  url = {https://doi.org/10.1137/21M1397908},
  researchr = {https://researchr.org/publication/LuPYWVJ21},
  cites = {0},
  citedby = {0},
  journal = {SIAM J. Scientific Computing},
  volume = {43},
  number = {6},
}