Pinned Loading

1. PF-PINNs PF-PINNs Public

   PF-PINNs: physics-informed neural networks framework for solving coupled Allen-Cahn and Cahn-Hilliard phase field equations

   Python 31 6

2. irr-pinns irr-pinns Public

   PINNs with irreversible constraints.

   Python 16 1

3. PF-PINO PF-PINO Public

   A PINO model to solve parametric phase-field problems.

   Python 2

4. sharp-pinns sharp-pinns Public

   Staggered HARd-constrained Physics-Informed Neural Networks for Phase-field modelling of corrosion

   Python 16 5

5. sharp-pinns-jax sharp-pinns-jax Public

   The JAX implementation of Sharp-PINNs

   Python 7

6. wind-simulation-GPU wind-simulation-GPU Public

   A GPU-accelerated program for simulating stochastic wind fields based on the Shinodzuka's harmonic synthesis method.

   Python 8 2