ZHAOYS521

SWIT

Seismic Waveform Inversion Toolbox

FCNVMB-Deep-learning-based-seismic-velocity-model-building

Deep-learning inversion: A next-generation seismic velocity model building method

DENISE-Black-Edition

2D time-domain isotropic (visco)elastic FD modeling and full waveform inversion (FWI) code for P/SV-waves

WaveProp_in_MATLAB

Single-file implementations of 2D and 3D acoustic and elastic wave propagation in time domain using finite-differences(FDTD). Simple formulation and implementation

CNN_based_impedance_inversion

Convolutional neural network for seismic impedance inversion

ADSeismic.jl

A General Approach to Seismic Inversion Problems using Automatic Differentiation

SGANinv

Multiple-point geostatistics inversion of reservoir models using spatial generative adversarial networks

simpegSeis

Time and frequency domain forward modeling and inversion of seismic wave

Estimation-of-acoustic-impedance-from-seismic-data-using-temporal-convolutional-network

The repository has the PyTorch codes to reproduce the results for our recently accepted paper, "Estimation of Acoustic Impedance from Seismic Data using Temporal Convolutional Network", in SEG Technical Program Expanded Abstracts, 2019.

FM

Fast Marching (FM) method implementation in Matlab and C++

Elastic-Impedance-Inversion-Using-Recurrent-Neural-Networks

Codes and data for the paper: M. Alfarraj, and G. AlRegib, "Semi-Supervised Sequence Modeling for Elastic Impedance Inversion," in Interpretation, Aug. 2019

GaussianMixMCMC_Metropolis

Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion

FWIGAN

FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning

BIRGIT

Pre- and Postprocessing tools for full waveform inversion

W-Transformer

WaveSimulation_Matlab

WaveSimulation_Matlab

Seismic_PnP

Plug and Play Post-Stack Seismic Inversion with CNN-based Denoisers

BayespRF

Bayesian pRF toolbox for SPM

mtl_low

Multi-task learning for low-frequency extrapolation and elastic model building

seismic-inversion

Seismic inversion

ricker

Seismic synthetic signal using Ricker wavelet (Mexican hat) with controlable length, peak frequency, and peak location.

TimeProbeSeismic.jl

Memory efficient seismic inversion via trace estimation

vit-efwi

This repo is the dataset and codes for ViT-EFWI, which reproduces the results of our submitted manuscript "Improved elastic full-waveform inversion with Vision Transformer reparameterization and Recurrent Neural Network reformulation"

Seis2Rock

Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data

Wavelet_Classification_CNN

A package for wavelet classification using deep learning CNN with Tensorflow/Keras

Seismic-Convolution

Matlab code visualizing how wavelet frequency affects seismic vertical resolution

Seismic_AVO_Inversion

Seismic pre-stack data AVO three terms inversion

SeismicInversion_WGAN-GP

Python Implementation of a Wasserstein-GAN with gradient penalty (WGAN-GP) to solve the Seismic inversion for acoustic impedance of Marmosi2 dataset.

Seismic-inversion

Seimic Impedance Inversion Based on Semi-supervised Learning

AVO_inversion_WGAN

AVO three terms inversion using WGAN