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Additional Software PINNs/NOs
Helloππ»
First of all, thank you for the great repository you made, is an invaluable tool for reference for researchers in academia and industry!
I saw an extensive software section, and I suggest you look at PINA if you want to add another one! PINA is an open-source Python library providing an intuitive interface for solving differential equations using PINNs, NOs or both together based on PyTorch and PyTorchLightning. In addition to implementing the state-of-the-art methodology, we provide advancement training strategies such as multiple device training, modern model compression techniques, gradient accumulation, and so on thanks to PyTorchLightning
.
If you find the software interesting and helpful it would be amazing to enter the list! ππ
Paper Link: https://joss.theoj.org/papers/10.21105/joss.05352
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