AmirMardan / pinn_fwiLinks
PGNN-FWI: performing physics-guided neural network for FWI
☆64Updated 7 months ago
Alternatives and similar repositories for pinn_fwi
Users that are interested in pinn_fwi are comparing it to the libraries listed below
Sorting:
- This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)☆77Updated 7 months ago
- A pytorch-based package for seismic invesrion with automatic differentiation.☆66Updated 7 months ago
- FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning☆31Updated 3 years ago
- Official repository for the "Learned regularizations for multi-parameter elastic full waveform inversion using diffusion models" paper.☆36Updated 7 months ago
- This repository reproduces the results of the paper "Deep learning for fast simulation of seismic waves in complex media" (B. Moseley et …☆52Updated 4 years ago
- Elastic Full-Waveform Inversion Integrated with PyTorch☆83Updated 3 years ago
- Multi-task learning for low-frequency extrapolation and elastic model building☆27Updated 2 years ago
- Implementation for CNN-RWI on TensorFlow and PySIT platforms☆8Updated 2 years ago
- Frequency-domain finite-difference (FDFD) MATLAB package for 2D visco-acoustic wave equation☆26Updated 2 years ago
- Simple frequency domain full-waveform inversion (FWI) regularized by Sobolev space norm☆70Updated 4 years ago
- Simple Matlab code for testing optimization algorithms on seismic inverse problems.☆49Updated 5 years ago
- This repo contains a PyTorch implementation with DeepWave for the manuscript FWIGAN: Full-waveform inversion via a physics-informed gener…☆48Updated 2 years ago
- Seismic modelling and imaging wiz☆29Updated last month
- 3D seismic modelling, FWI and RTM code for wave propagation in isotropic (visco)-acoustic/elastic and anisotropic orthorhombic/triclinic …☆105Updated 4 years ago
- Codes for numerically solving wave equations and full waveform inversion.☆35Updated 10 years ago
- Seismic wave modeling and reverse time migration - gpu implementation☆18Updated 9 years ago
- acoustic FWI for isotropic media in frequency domain☆14Updated 4 years ago
- We develop a weighted envelope-correlation-based waveform inversion using automatic differentiation.☆13Updated last year
- A bag of Marchenko algorithms implemented on top of PyLops☆22Updated last year
- Matlab research tools to read, write and process seismic data☆93Updated 3 months ago
- Full waveform inversion algorithm with acoustic wave equation in time domain.☆14Updated 5 years ago
- Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.☆79Updated last week
- Full Waveform Inversion☆35Updated 6 years ago
- ☆15Updated 2 months ago
- Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data☆16Updated 7 months ago
- C++ library for 2D modeling and inversion of seismic waves☆19Updated 2 months ago
- TXED: the Texas Earthquake Dataset for AI☆19Updated 2 months ago
- Assignments for the ErSE328 Advanced Seismic Inversion course.☆11Updated last year
- A tutorial on Reverse Time Migration☆43Updated 7 years ago
- 2D time-domain isotropic (visco)elastic FD modeling and full waveform inversion (FWI) code for P/SV-waves☆146Updated last year