CoPhy-PGNN: Learning Physics-guided Neural Networks with Competing Loss Functions for Solving Eigenvalue Problems.
Mohannad Elhamod|Jie Bu|Christopher Singh|Matthew Redell|Abantika Ghosh|Viktor Podolskiy|Wei-Cheng Lee|Anuj Karpatne
| Anthology ID: | DBLP:journals/tist/ElhamodBSRGPLK22 |
|---|---|
| Year: | 2022 |
| Venue: | ACM Transactions on Intelligent Systems and Technology (TIST) |
| Pages: | 92:1-92:23 |
| URL: | https://doi.org/10.1145/3530911 |
| DOI: | https://doi.org/10.1145/3530911 |
| DBLP: | journals/tist/ElhamodBSRGPLK22 |
| BibTeX: |
@article{elhamod-2022-cophypgnn,
author = {Mohannad Elhamod and
Jie Bu and
Christopher Singh and
Matthew Redell and
Abantika Ghosh and
Viktor Podolskiy and
Wei-Cheng Lee and
Anuj Karpatne},
title = {{CoPhy-PGNN: Learning Physics-guided Neural Networks with Competing Loss Functions for Solving Eigenvalue Problems}},
journal = {ACM Transactions on Intelligent Systems and Technology (TIST)},
volume = {13},
number = {6},
pages = {92:1--92:23},
year = {2022},
url = {https://doi.org/10.1145/3530911},
doi = {https://doi.org/10.1145/3530911}
}