Chao Song

PINN-Helmholtz-solver-adaptive-sine. Python

Fast-GPR-FWI. This repository gives the codes for "Fast ground penetrating radar dual parameters full waveform inversion method accelerated by hybrid compilation of CUDA kernel function and PyTorch".

Fourier-feature-PINN-based-multifrequency-multisource-Helmholtz-solver. Python

Time-domain-seismic-wave-modeling-using-PINN. This repository gives the codes for numerical solver independent seismic wave simulation using Task-decomposed Physics-informed Neural Networks.

PINN-based-Helmholtz-solver. MATLAB

DL-SIFWI. This repository gives the codes for "Physics-constrained deep-learning source-independent full-waveform inversion".

PINNPStomo. Jupyter Notebook

Weighted-envelope-correlation-based-waveform-inversion. We develop a weighted envelope-correlation-based waveform inversion using automatic differentiation.

Multicomponent-wavefield-simulation-using-PINN. This repository gives the codes for multicomponent wavefield simulation using Physics-informed Neural Networks.

DeepGPR. A wave propagation module for PyTorch, designed for applications such as Ground Penetrating Radar (GPR) imaging and inversion

PINN-based-wavefield-reconstruction-inversion. Python

PIFNOeikonal. Jupyter Notebook

SSIM-SIFWI. Jupyter Notebook