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Natural Gradients and More

Abstract: Energy Natural gradient methods for PINNs and Deep Ritz. Cloned from Dr. Zeinhofer's library.

Requirements

  • Python 3.10.10 or later

  • Jax 0.4.8 or later

  • Pytest 7.2.0 or later

  • Matplotlib 3.6.1 or later

  • jaxtyping ?.?.?

  • typeguard ?.?.?

Usage

I suggest looking at the examples. Everything is still rough.

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Energy Natural Gradients for PINN

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