Simpinns: Simulation-Driven Physics-Informed Neural Networks for Enhanced Performance in Nonlinear Inverse Problems

Sidney Besnard, Frédéric Jurie, Jalal Fadili. Simpinns: Simulation-Driven Physics-Informed Neural Networks for Enhanced Performance in Nonlinear Inverse Problems. In 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, WHISPERS 2023, Athens, Greece, October 31 - November 2, 2023. pages 1-5, IEEE, 2023. [doi]

@inproceedings{BesnardJF23,
  title = {Simpinns: Simulation-Driven Physics-Informed Neural Networks for Enhanced Performance in Nonlinear Inverse Problems},
  author = {Sidney Besnard and Frédéric Jurie and Jalal Fadili},
  year = {2023},
  doi = {10.1109/WHISPERS61460.2023.10430751},
  url = {https://doi.org/10.1109/WHISPERS61460.2023.10430751},
  researchr = {https://researchr.org/publication/BesnardJF23},
  cites = {0},
  citedby = {0},
  pages = {1-5},
  booktitle = {13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, WHISPERS 2023, Athens, Greece, October 31 - November 2, 2023},
  publisher = {IEEE},
  isbn = {979-8-3503-9557-0},
}