314arhaam / heat-pinn
A Physics-Informed Neural Network to solve 2D steady-state heat equations.
Why this job: works in the areas we cover, but does not say which job it does
What it does
In this project, a PINN is trained to solve a 2D heat equation and the final results is compared to a solution based on FDM method. For more detailts about the project read this.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit 5 months ago
- Stars
- 186
- On GitHub
- Licence
- MIT
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v1.0.0
- Released 2 years ago
- Built with
- Python
- 62% of the code
Is it looked after?
- Contributors
- Not stated
- Last 90 days
- Issues
- 50% closed
- 2 still open
- Pull requests
- 6 merged
- 1 waiting
- Releases
- 1
- 0 in the last year
- No contributing guide
- No security policy
- No code of conduct
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More: languages, topics and project record
Languages
- Python 62%
- Jupyter Notebook 33%
- Shell 4%
- Dockerfile <1%
Topics
- chemical-engineering
- deep-learning
- finite-difference
- heat-equation
- heat-transfer
- machine-learning
- partial-differential-equations
- physics
- physics-informed-ml
- physics-informed-neural-networks
- pinn
- pinns
Project record
- JobOther AI tools
- StatusListed
- Commits320
- Forks28
- Watching6
- Stars in 28 days+2
- CreatedNov 12, 2021
- First seen by usNov 7, 2026
- CheckedNov 8, 2026