AmirMardan / pinn_fwi
PGNN-FWI: performing physics-guided neural network for FWI
☆55Updated 4 months ago
Alternatives and similar repositories for pinn_fwi:
Users that are interested in pinn_fwi are comparing it to the libraries listed below
- This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)☆67Updated 4 months ago
- A pytorch-based package for seismic invesrion with automatic differentiation.☆48Updated 4 months ago
- FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning☆30Updated 3 years ago
- Elastic Full-Waveform Inversion Integrated with PyTorch☆72Updated 3 years ago
- Frequency-domain finite-difference (FDFD) MATLAB package for 2D visco-acoustic wave equation☆23Updated 2 years ago
- Official repository for the "Learned regularizations for multi-parameter elastic full waveform inversion using diffusion models" paper.☆30Updated 4 months ago
- Multi-task learning for low-frequency extrapolation and elastic model building☆24Updated 2 years ago
- Simple Matlab code for testing optimization algorithms on seismic inverse problems.☆47Updated 4 years ago
- Implementation for CNN-RWI on TensorFlow and PySIT platforms☆8Updated 2 years ago
- This repo contains a PyTorch implementation with DeepWave for the manuscript FWIGAN: Full-waveform inversion via a physics-informed gener…☆45Updated last year
- Seismic modelling and imaging wiz☆27Updated last month
- Simple frequency domain full-waveform inversion (FWI) regularized by Sobolev space norm☆68Updated 4 years ago
- This repository reproduces the results of the paper "Deep learning for fast simulation of seismic waves in complex media" (B. Moseley et …☆49Updated 4 years ago
- acoustic FWI for isotropic media in frequency domain☆14Updated 4 years ago
- 3D seismic modelling, FWI and RTM code for wave propagation in isotropic (visco)-acoustic/elastic and anisotropic orthorhombic/triclinic …☆96Updated 4 years ago
- An open-source package for multiparameter FWI in isotropic-, anisotropic- and visco-elastic media☆47Updated 5 years ago
- Public legacy release of SLIM MATLAB software release to SINBAD sponsors - containing all applications, algorithms, tools, and utilities …☆28Updated 5 years ago
- Codes for numerically solving wave equations and full waveform inversion.☆32Updated 9 years ago
- Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data☆12Updated 4 months ago
- Machine learning as seismic velocity-model building method for full-waveform inversion☆27Updated 4 years ago
- Notebooks for basic VSP processing☆34Updated last year
- Set of seismic modeling and inversion examples using Devito for different wave equations.☆28Updated last year
- C++ library for 2D modeling and inversion of seismic waves☆16Updated 3 months ago
- A bag of Marchenko algorithms implemented on top of PyLops☆19Updated last year
- Matlab research tools to read, write and process seismic data☆84Updated 3 weeks ago
- ☆11Updated 2 years ago
- Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.☆73Updated 2 weeks ago
- Code for the article : Seismic velocity estimation: a deep recurrent neural-network approach☆19Updated 2 years ago
- Seismic Simulation, Survey, and Imaging (SSSI)☆45Updated 7 years ago
- Full Waveform Inversion☆31Updated 6 years ago