Skip to content

Commit f3c9889

Browse files
committed
Update docs
1 parent b3d17aa commit f3c9889

File tree

1 file changed

+1
-0
lines changed

1 file changed

+1
-0
lines changed

docs/user/research.rst

Lines changed: 1 addition & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -17,6 +17,7 @@ PINN
1717
DeepONet
1818
--------
1919

20+
- P. Clark Di Leoni, L. Lu, C. Meneveau, G. E. Karniadakis, & T. A. Zaki. `DeepONet prediction of linear instability waves in high-speed boundary layers <https://arxiv.org/abs/2105.08697>`_. *arXiv preprint arXiv:2105.08697*, 2021.
2021
- S. Cai, Z. Wang, L. Lu, T. A. Zaki, & G. E. Karniadakis. `DeepM&Mnet: Inferring the electroconvection multiphysics fields based on operator approximation by neural networks <https://doi.org/10.1016/j.jcp.2021.110296>`_. *Journal of Computational Physics*, 436, 110296, 2021.
2122
- L. Lu, P. Jin, G. Pang, Z. Zhang, & G. E. Karniadakis. `Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators <https://doi.org/10.1038/s42256-021-00302-5>`_. *Nature Machine Intelligence*, 3, 218--229, 2021.
2223
- C. Lin, Z. Li, L. Lu, S. Cai, M. Maxey, & G. E. Karniadakis. `Operator learning for predicting multiscale bubble growth dynamics <https://doi.org/10.1063/5.0041203>`_. *The Journal of Chemical Physics*, 154(10), 104118, 2021.

0 commit comments

Comments
 (0)