Physics-Guided Loss Functions Improve Deep Learning Performance in Inverse Scattering

Zicheng Liu 0002, Mayank Roy, Dilip K. Prasad, Krishna Agarwal. Physics-Guided Loss Functions Improve Deep Learning Performance in Inverse Scattering. IEEE Trans. Computational Imaging, 8:236-245, 2022. [doi]

@article{LiuRPA22,
  title = {Physics-Guided Loss Functions Improve Deep Learning Performance in Inverse Scattering},
  author = {Zicheng Liu 0002 and Mayank Roy and Dilip K. Prasad and Krishna Agarwal},
  year = {2022},
  doi = {10.1109/TCI.2022.3158865},
  url = {https://doi.org/10.1109/TCI.2022.3158865},
  researchr = {https://researchr.org/publication/LiuRPA22},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. Computational Imaging},
  volume = {8},
  pages = {236-245},
}