Name
Title | ||
|---|---|---|
Learning macroscopic parameters in nonlinear multiscale simulations using nonlocal multicontinua upscaling techniques |
Abstract | ||
|---|---|---|
•We have designed novel nonlinear upscaling methods that use neural networks in computing complex macroscopic relations.•The proposed approaches make rigorous nonlinear upscaling tools practical.•We consider several examples to demonstrate our approaches. |
Year | DOI | Venue |
|---|---|---|
2020 | 10.1016/j.jcp.2020.109323 | Journal of Computational Physics |
Keywords | DocType | Volume |
Multi-scale,Nonlocal multicontinua,Upscaling,Nonlinear,Porous media,Machine learning | Journal | 412 |
ISSN | Citations | PageRank |
0021-9991 | 1 | 0.37 |
References | Authors | |
0 | 5 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Vasilyeva Maria | 1 | 1 | 0.37 |
| Leung Wing T. | 2 | 1 | 0.37 |
| Eric T. Chung | 3 | 388 | 46.61 |
| Yalchin Efendiev | 4 | 581 | 67.04 |
| Mary F. Wheeler | 5 | 748 | 117.66 |