AmirMardan / pinn_fwiLinks
PGNN-FWI: performing physics-guided neural network for FWI
☆71Updated 11 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)☆83Updated 11 months ago
- Elastic Full-Waveform Inversion Integrated with PyTorch☆88Updated 4 years ago
- Frequency-domain finite-difference (FDFD) MATLAB package for 2D visco-acoustic wave equation☆26Updated 3 years ago
- A pytorch-based package for seismic invesrion with automatic differentiation.☆75Updated 11 months ago
- FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning☆34Updated 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 …☆59Updated 5 years ago
- 2D time-domain isotropic (visco)elastic FD modeling and full waveform inversion (FWI) code for P/SV-waves☆149Updated last year
- ☆14Updated 2 years ago
- Simple frequency domain full-waveform inversion (FWI) regularized by Sobolev space norm☆72Updated 4 years ago
- Official repository for the "Learned regularizations for multi-parameter elastic full waveform inversion using diffusion models" paper.☆40Updated 11 months ago
- Simple Matlab code for testing optimization algorithms on seismic inverse problems.☆50Updated 5 years ago
- Multi-task learning for low-frequency extrapolation and elastic model building☆29Updated 3 years ago
- Assignments for the ErSE328 Advanced Seismic Inversion course.☆11Updated last year
- This repo contains a PyTorch implementation with DeepWave for the manuscript FWIGAN: Full-waveform inversion via a physics-informed gener…☆55Updated 2 years ago
- Public legacy release of SLIM MATLAB software release to SINBAD sponsors - containing all applications, algorithms, tools, and utilities …☆28Updated 6 years ago
- Seismic modelling and imaging wiz☆37Updated 2 weeks ago
- Seismic wave modeling and reverse time migration - gpu implementation☆21Updated 9 years ago
- We develop a weighted envelope-correlation-based waveform inversion using automatic differentiation.☆13Updated 2 years ago
- Codes for numerically solving wave equations and full waveform inversion.☆36Updated 10 years ago
- WaveSimulation_Matlab☆36Updated 10 months ago
- 3D seismic modelling, FWI and RTM code for wave propagation in isotropic (visco)-acoustic/elastic and anisotropic orthorhombic/triclinic …☆108Updated 5 years ago
- Matlab research tools to read, write and process seismic data☆98Updated 7 months ago
- A bag of Marchenko algorithms implemented on top of PyLops☆24Updated last year
- Set of seismic modeling and inversion examples using Devito for different wave equations.☆32Updated 6 months ago
- Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion☆42Updated 2 years ago
- Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.☆41Updated 5 years ago
- Full Waveform Inversion☆36Updated 6 years ago
- Pyseistr is a python package for structural denoising and interpolation of multi-channel seismic data.☆85Updated last week
- Maximal overlap discrete wavelet transform is combined with recurrent neural network to automate the labeling of seismic facies data. Th…☆17Updated 3 years ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆47Updated last year