seisfwi/SWIT

Seismic Waveform Inversion Toolbox

Language: Jupyter Notebook - Size: 78.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 142 - Forks: 36

liufeng2317/ADFWI

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

Language: Python - Size: 681 MB - Last synced at: 5 days ago - Pushed at: about 1 month ago - Stars: 109 - Forks: 15

AmirMardan/PyFWI

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

Language: Jupyter Notebook - Size: 10.6 MB - Last synced at: 23 days ago - Pushed at: 7 months ago - Stars: 74 - Forks: 12

larsgeb/psvWave

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.

Language: Jupyter Notebook - Size: 74.7 MB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 71 - Forks: 10

vkazei/fastFWI

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

Language: MATLAB - Size: 2.21 MB - Last synced at: 4 months ago - Pushed at: over 4 years ago - Stars: 62 - Forks: 18

AmirMardan/pinn_fwi

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

Language: Jupyter Notebook - Size: 14.1 MB - Last synced at: about 2 months ago - Pushed at: 7 months ago - Stars: 57 - Forks: 16

vkazei/deeplogs

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

Language: Jupyter Notebook - Size: 88.6 MB - Last synced at: 4 months ago - Pushed at: over 4 years ago - Stars: 39 - Forks: 18

DeepWave-KAUST/diffefwi

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

Language: Jupyter Notebook - Size: 128 MB - Last synced at: about 2 months ago - Pushed at: 7 months ago - Stars: 31 - Forks: 4

diegozain/gerjoii

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

Language: MATLAB - Size: 206 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 24 - Forks: 3

Rtoax/3D-ISO-FD-FWI-mpich

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

Language: C - Size: 122 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 11 - Forks: 11

earthinversion/earthinversion

Size: 33.2 KB - Last synced at: 3 months ago - Pushed at: 9 months ago - Stars: 4 - Forks: 0

slimgroup/WISER.jl

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

Language: Julia - Size: 31.3 KB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 3 - Forks: 0

slimgroup/WISE.jl

WISE: full-Waveform variational Inference via Subsurface Extensions

Language: Julia - Size: 23.9 MB - Last synced at: 8 days ago - Pushed at: 12 months ago - Stars: 3 - Forks: 0

KGML-lab/Generalized-Forward-Inverse-Framework-for-DL4SI

[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." This work proposes a generalized framework to solve forward and inverse problems, utilizing the latent space. We also propose an invertible architecture for the OpenFWI dataset.

Language: Jupyter Notebook - Size: 661 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

DeepWave-KAUST/SSL-Lowfrequency-extrapolation

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

Language: Python - Size: 203 KB - Last synced at: 9 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

newbee-ML/EM-MSWU-FWI

The code for paper 'Multi-stage Warm-up Seismic Full Waveform Inversion Informed by Electromagnetic Data'

Language: Python - Size: 68.5 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0