https://github.com/oisin-m/gfn
Graph Feedforward Networks: a resolution-invariant generalisation of feedforward networks for graphical data, applied to model order reduction
https://github.com/oisin-m/gfn
deep-learning graph-neural-networks machine-learning ml4physics ml4science model-order-reduction neural-networks operator-learning parametric-pdes partial-differential-equations pytorch scientific-computing
Last synced: about 1 year ago
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Graph Feedforward Networks: a resolution-invariant generalisation of feedforward networks for graphical data, applied to model order reduction
- Host: GitHub
- URL: https://github.com/oisin-m/gfn
- Owner: Oisin-M
- Created: 2023-11-07T10:18:55.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2024-11-22T10:56:55.000Z (over 1 year ago)
- Last Synced: 2024-11-22T11:30:52.368Z (over 1 year ago)
- Topics: deep-learning, graph-neural-networks, machine-learning, ml4physics, ml4science, model-order-reduction, neural-networks, operator-learning, parametric-pdes, partial-differential-equations, pytorch, scientific-computing
- Language: Jupyter Notebook
- Homepage: https://doi.org/10.1016/j.cma.2024.117458
- Size: 701 MB
- Stars: 7
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md