A physics-informed and hierarchically regularized data-driven model for predicting fluid flow through porous media

Kun Wang, Yu Chen, Mohammed Mehana, Nicholas Lubbers, Kane C. Bennett, Qinjun Kang, Hari S. Viswanathan, Timothy C. Germann. A physics-informed and hierarchically regularized data-driven model for predicting fluid flow through porous media. J. Comput. Physics, 443:110526, 2021. [doi]

@article{WangCMLBKVG21,
  title = {A physics-informed and hierarchically regularized data-driven model for predicting fluid flow through porous media},
  author = {Kun Wang and Yu Chen and Mohammed Mehana and Nicholas Lubbers and Kane C. Bennett and Qinjun Kang and Hari S. Viswanathan and Timothy C. Germann},
  year = {2021},
  doi = {10.1016/j.jcp.2021.110526},
  url = {https://doi.org/10.1016/j.jcp.2021.110526},
  researchr = {https://researchr.org/publication/WangCMLBKVG21},
  cites = {0},
  citedby = {0},
  journal = {J. Comput. Physics},
  volume = {443},
  pages = {110526},
}