Seismic Waveform Inversion Toolbox

• UpdatedJan 18, 2024
• Jupyter Notebook

An Automatic Differentiation-based Waveform Inversion Framework Implemented in PyTorch.

• UpdatedMar 19, 2025
• Python

Forward code for the P-SV wave equation on a staggered grid, with full waveform inversion interfaces. Finite difference approach according to stress-velocity formulation.

• UpdatedJun 3, 2022
• Jupyter Notebook

Simple frequency domain full-waveform inversion (FWI) regularized by Sobolev space norm

• UpdatedNov 12, 2020
• MATLAB

This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)

• UpdatedNov 5, 2024
• Jupyter Notebook

PGNN-FWI: performing physics-guided neural network for FWI

• UpdatedNov 8, 2024
• Jupyter Notebook

Radar and DC resistivity 2.5D multi-physics inversion suite. Forward modeling, separate inversions, joint inversions.

• UpdatedNov 24, 2022
• MATLAB

Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.

• UpdatedSep 15, 2020
• Jupyter Notebook

Official repository for the "Learned regularizations for multi-parameter elastic full waveform inversion using diffusion models" paper.

• UpdatedNov 4, 2024
• Jupyter Notebook

This is an open source program that contains 3D isotropic forward modeling and full waveform inversion.]

• UpdatedJan 28, 2022
• C

Reproducible material for A self-supervised learning framework for seismic low-frequency extrapolation

• UpdatedNov 4, 2024
• Python

• UpdatedAug 26, 2024

WISER: multimodal variational inference for full-waveform inversion without dimensionality reduction

• UpdatedDec 5, 2024
• Julia

WISE: full-Waveform variational Inference via Subsurface Extensions

• UpdatedJun 12, 2024
• Julia

[ICLR 2025] This is the official repository for the paper “A Unified Framework for Forward and Inverse Problems in Subsurface Imaging Using Latent Space Translations."

• UpdatedFeb 20, 2025
• Jupyter Notebook