lishiqianhugh / GlobalTomoLinks
The first global synthetic dataset for physics-ML seismic wavefield modeling and full-waveform inversion
☆20Updated last year
Alternatives and similar repositories for GlobalTomo
Users that are interested in GlobalTomo are comparing it to the libraries listed below
Sorting:
- Official repository for the "Learned regularizations for multi-parameter elastic full waveform inversion using diffusion models" paper.☆43Updated last year
- ☆13Updated 9 months ago
- FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning☆34Updated 4 years ago
- ☆11Updated 4 years ago
- Bayesian seismic inversion: Fast sampling Langevin dynamics Markov chain Monte Carlo☆22Updated 4 years ago
- Machine learning formulation for the Factored Eikonal Equation☆67Updated 5 years ago
- Wavefield Reconstruction of Distributed Acoustic Sensing with Machine Learning☆15Updated last week
- This repository reproduces the results of the paper "Deep learning for fast simulation of seismic waves in complex media" (B. Moseley et …☆61Updated 5 years ago
- ☆15Updated 2 years ago
- Parabolic Radon Transform - least-squares solution via CG☆20Updated 3 years ago
- Code and Benchmark Examples for JGR: Solid Earth paper☆14Updated 2 years ago
- Official reproducible material for SiameseFWI: A Deep Learning Network for Enhanced Full Waveform Inversion☆32Updated 2 months ago
- Neural Eikonal Solver: framework for modeling traveltimes via solving eikonal equation using neural networks☆43Updated last year
- Elastic Full Waveform Inversion for Subsurface Flow Problems Using Intrusive Automatic Differentiation☆48Updated 4 years ago
- 2D FWI checkerboard test with SPECFEM2D (SEM) on elastic foothill model☆12Updated 4 years ago
- Variational Full-waveform Inversion and Tomography☆51Updated 4 months ago
- ☆30Updated last month
- code for Ambient Noise Full Waveform Inversion with Neural Operators☆19Updated 2 weeks ago
- ☆21Updated 3 years ago
- Plug and Play Post-Stack Seismic Inversion with CNN-based Denoisers☆31Updated 2 years ago
- Seismic inversion using a neural network regulariser implemented as an ExternalOperator in Firedrake☆12Updated 2 years ago
- This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)☆87Updated last year
- This repo contains a PyTorch implementation with DeepWave for the manuscript FWIGAN: Full-waveform inversion via a physics-informed gener…☆56Updated 2 years ago
- Elastic Full-Waveform Inversion Integrated with PyTorch☆91Updated 4 years ago
- PGNN-FWI: performing physics-guided neural network for FWI☆74Updated last year
- A module based seismic modeling, migration and inversion code☆11Updated this week
- Assignments for the ErSE328 Advanced Seismic Inversion course.☆11Updated last year
- A repository to reproduce my Ph.D. thesis results and figures☆16Updated 2 years ago
- Collection of tutorials for DAS data processing☆13Updated last year
- Code to run 3D simulations of the elastic wave equation and predict outputs with 3D neural operators☆40Updated 5 months ago