izzatum / FWIGAN
FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning
☆29Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for FWIGAN
- This repo contains a PyTorch implementation with DeepWave for the manuscript FWIGAN: Full-waveform inversion via a physics-informed gener…☆36Updated last year
- Simple Matlab code for testing optimization algorithms on seismic inverse problems.☆42Updated 4 years ago
- Elastic Full-Waveform Inversion Integrated with PyTorch☆66Updated 3 years ago
- Frequency-domain finite-difference (FDFD) MATLAB package for 2D visco-acoustic wave equation☆18Updated 2 years ago
- Codes for numerically solving wave equations and full waveform inversion.☆29Updated 9 years ago
- Full Waveform Inversion☆30Updated 5 years ago
- Multi-task learning for low-frequency extrapolation and elastic model building☆19Updated 2 years ago
- A pytorch-based package for seismic invesrion with automatic differentiation.☆35Updated last week
- PGNN-FWI: performing physics-guided neural network for FWI☆41Updated this week
- ☆10Updated last year
- Official repository for the "Learned regularizations for multi-parameter elastic full waveform inversion using diffusion models" paper.☆23Updated this week
- Simple frequency domain full-waveform inversion (FWI) regularized by Sobolev space norm☆59Updated 3 years ago
- A bag of Marchenko algorithms implemented on top of PyLops☆16Updated 11 months ago
- Public legacy release of SLIM MATLAB software release to SINBAD sponsors - containing all applications, algorithms, tools, and utilities …☆26Updated 5 years ago
- This repository reproduces the results of the paper "Deep learning for fast simulation of seismic waves in complex media" (B. Moseley et …☆43Updated 4 years ago
- This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)☆59Updated this week
- ☆16Updated last year
- Semi-supervised Impedance Inversion by Bayesian Neural Network Based on 2-d CNN Pre-training☆16Updated 2 years ago
- Full waveform inversion algorithm with acoustic wave equation in time domain.☆11Updated 4 years ago
- Machine learning as seismic velocity-model building method for full-waveform inversion☆25Updated 4 years ago
- Code for the article : Seismic velocity estimation: a deep recurrent neural-network approach☆19Updated last year
- Matlab research tools to read, write and process seismic data☆77Updated last year
- Set of seismic modeling and inversion examples using Devito for different wave equations.☆25Updated last year
- SEAM I open sourced 2D line for creating synthetic prestack seismic☆13Updated 5 years ago
- RTM in matlab language☆10Updated 3 years ago
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆34Updated last year
- Seismic modelling and imaging wiz☆20Updated last month
- Open-source Matlab package for 2D/3D local slope estimation and structural filtering☆12Updated last year
- Pre- and Postprocessing tools for full waveform inversion☆27Updated 5 years ago
- Full-Waveform Inversion workflow manager which automates the inversion process.☆25Updated last year