Python codes for GPU computing of phase-field models

This repository shares Python codes for GPU computing of phase-field simulations. All the codes can be executed on Google Colaboratory. Please note that these codes are under development. Please let us know if you find any mistakes.

Benchmark #1

1. Cahn-Hilliard-2d-Spectral.ipynb
   Fourier spectral solver for Cahn-Hilliard equation using Numpy

2. Cahn-Hilliard-2d-Spectral-CuPy.ipynb
   Fourier spectral solver for Cahn-Hilliard equation using CuPy

Benchmark #2

3. Phase-field-crystal-2d-Spectral.ipynb
   Fourier spectral solver for phase-field crystal simulation using Numpy

4. Phase-field-crystal-2d-Spectral-CuPy.ipynb
   Fourier spectral solver for phase-field crystal simulation using CuPy

Benchmark #3

5. Cahn-Hilliard-2d-FDM.ipynb
   Finite difference solver for Cahn-Hilliard equation using Numba

6. Cahn-Hilliard-2d-FDM-PyCuda.ipynb
   Finite difference spectral solver for Cahn-Hilliard equation using PyCUDA

Benchmark #4

7. Pure_Material_Solidification.ipynb
   Finite difference solver for phase-field model of solidification in pure material using Numba

8. Pure_Material_Solidification_PyCuda.ipynb
   Finite difference solver for phase-field model of solidification in pure material using PyCUDA