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https://github.com/sintef/phsi
Implementation of the pseudo-Hamiltonian system identification (PHSI) model, building on the phlearn package
https://github.com/sintef/phsi
Last synced: about 2 months ago
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Implementation of the pseudo-Hamiltonian system identification (PHSI) model, building on the phlearn package
- Host: GitHub
- URL: https://github.com/sintef/phsi
- Owner: SINTEF
- Created: 2023-12-06T13:32:25.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2023-12-06T13:56:44.000Z (about 1 year ago)
- Last Synced: 2023-12-06T14:44:30.089Z (about 1 year ago)
- Language: Jupyter Notebook
- Size: 1.3 MB
- Stars: 1
- Watchers: 3
- Forks: 0
- Open Issues: 2
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Pseudo-Hamiltonian system identification
The folder named `phsi` contains code for the pseudo-Hamiltonian system identification (PHSI) model, building on the [phlearn package](https://github.com/SINTEF/pseudo-hamiltonian-neural-networks). The notebooks shows how the PHSI model performs for a number of different problems, compared to existing methods and a baseline model that does not assume a pseudo-Hamiltonian structure.
See [(Holmsen et al., 2023)](https://arxiv.org/abs/2305.06920) for a description of the PHSI model and a report on the results obtained by the notebooks.
#### Authors
Sigurd Holmsen: [email protected]
Sølve Eidnes: [email protected]