https://github.com/papadeiv/nnspod
Deep-learning model for optimised proper orthogonal decomposition of non-linear, hyperbolic, parametric PDEs based on a pre-processing method of the full-order solutions
https://github.com/papadeiv/nnspod
finite-volume-method ithaca-fv neural-networks pdes proper-orthogonal-decomposition python reduced-order-modeling
Last synced: about 1 month ago
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Deep-learning model for optimised proper orthogonal decomposition of non-linear, hyperbolic, parametric PDEs based on a pre-processing method of the full-order solutions
- Host: GitHub
- URL: https://github.com/papadeiv/nnspod
- Owner: papadeiv
- Created: 2020-10-07T12:41:33.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2022-02-14T16:22:33.000Z (over 4 years ago)
- Last Synced: 2025-06-03T21:19:33.820Z (about 1 year ago)
- Topics: finite-volume-method, ithaca-fv, neural-networks, pdes, proper-orthogonal-decomposition, python, reduced-order-modeling
- Language: C++
- Homepage: https://www.sciencedirect.com/science/article/pii/S004578252200069X?dgcid=coauthor
- Size: 2.21 GB
- Stars: 7
- Watchers: 3
- Forks: 3
- Open Issues: 0