In situ training of implicit neural compressors for scientific simulations via sketch-based regularization

Cooper Simpson, Stephen Becker, Alireza Doostan. In situ training of implicit neural compressors for scientific simulations via sketch-based regularization. J. Comput. Physics, 566:115245, 2026. [doi]

@article{SimpsonBD26,
  title = {In situ training of implicit neural compressors for scientific simulations via sketch-based regularization},
  author = {Cooper Simpson and Stephen Becker and Alireza Doostan},
  year = {2026},
  doi = {10.1016/j.jcp.2026.115245},
  url = {https://doi.org/10.1016/j.jcp.2026.115245},
  researchr = {https://researchr.org/publication/SimpsonBD26},
  cites = {0},
  citedby = {0},
  journal = {J. Comput. Physics},
  volume = {566},
  pages = {115245},
}