A probabilistic generative model for semi-supervised training of coarse-grained surrogates and enforcing physical constraints through virtual observables

Maximilian Rixner, Phaedon-Stelios Koutsourelakis. A probabilistic generative model for semi-supervised training of coarse-grained surrogates and enforcing physical constraints through virtual observables. J. Comput. Physics, 434:110218, 2021. [doi]

@article{RixnerK21,
  title = {A probabilistic generative model for semi-supervised training of coarse-grained surrogates and enforcing physical constraints through virtual observables},
  author = {Maximilian Rixner and Phaedon-Stelios Koutsourelakis},
  year = {2021},
  doi = {10.1016/j.jcp.2021.110218},
  url = {https://doi.org/10.1016/j.jcp.2021.110218},
  researchr = {https://researchr.org/publication/RixnerK21},
  cites = {0},
  citedby = {0},
  journal = {J. Comput. Physics},
  volume = {434},
  pages = {110218},
}