A deep neural network approach for parameterized PDEs and Bayesian inverse problems

Harbir Antil, Howard C. Elman, Akwum Onwunta, Deepanshu Verma. A deep neural network approach for parameterized PDEs and Bayesian inverse problems. Mach. Learn. Sci. Technol., 4(3):35015, September 2023. [doi]

@article{AntilEOV23,
  title = {A deep neural network approach for parameterized PDEs and Bayesian inverse problems},
  author = {Harbir Antil and Howard C. Elman and Akwum Onwunta and Deepanshu Verma},
  year = {2023},
  month = {September},
  doi = {10.1088/2632-2153/ace67c},
  url = {https://doi.org/10.1088/2632-2153/ace67c},
  researchr = {https://researchr.org/publication/AntilEOV23},
  cites = {0},
  citedby = {0},
  journal = {Mach. Learn. Sci. Technol.},
  volume = {4},
  number = {3},
  pages = {35015},
}