On the influence of over-parameterization in manifold based surrogates and deep neural operators

Katiana Kontolati, Somdatta Goswami, Michael D. Shields, George Em Karniadakis. On the influence of over-parameterization in manifold based surrogates and deep neural operators. J. Comput. Physics, 479:112008, April 2023. [doi]

@article{KontolatiGSK23,
  title = {On the influence of over-parameterization in manifold based surrogates and deep neural operators},
  author = {Katiana Kontolati and Somdatta Goswami and Michael D. Shields and George Em Karniadakis},
  year = {2023},
  month = {April},
  doi = {10.1016/j.jcp.2023.112008},
  url = {https://doi.org/10.1016/j.jcp.2023.112008},
  researchr = {https://researchr.org/publication/KontolatiGSK23},
  cites = {0},
  citedby = {0},
  journal = {J. Comput. Physics},
  volume = {479},
  pages = {112008},
}