songc0a / Time-domain-seismic-wave-modeling-using-PINNLinks
This repository gives the codes for numerical solver independent seismic wave simulation using Task-decomposed Physics-informed Neural Networks.
☆17Updated last year
Alternatives and similar repositories for Time-domain-seismic-wave-modeling-using-PINN
Users that are interested in Time-domain-seismic-wave-modeling-using-PINN 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.☆40Updated 10 months ago
- PGNN-FWI: performing physics-guided neural network for FWI☆71Updated 10 months ago
- We develop a weighted envelope-correlation-based waveform inversion using automatic differentiation.☆13Updated 2 years ago
- FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning☆33Updated 3 years ago
- this is a case of seismic wave forward and inversion using PINN(physical-informed neural network)☆16Updated 3 years ago
- This repository reproduces the results of the paper "Deep learning for fast simulation of seismic waves in complex media" (B. Moseley et …☆55Updated 5 years ago
- ☆12Updated 6 months ago
- ☆13Updated 2 years ago
- Code to run 3D simulations of the elastic wave equation and predict outputs with 3D neural operators☆35Updated 3 months ago
- ☆59Updated 4 years ago
- This repo contains a PyTorch implementation with DeepWave for the manuscript FWIGAN: Full-waveform inversion via a physics-informed gener…☆52Updated 2 years ago
- Elastic Full-Waveform Inversion Integrated with PyTorch☆88Updated 3 years ago
- Wavefield Reconstruction of Distributed Acoustic Sensing with Machine Learning☆14Updated 6 months ago
- Porosity estimation from RW-PINNs☆13Updated 2 years ago
- SeismicNet: Physics-informed neural networks for seismic wave modeling in semi-infinite domain☆17Updated last year
- Public legacy release of SLIM MATLAB software release to SINBAD sponsors - containing all applications, algorithms, tools, and utilities …☆28Updated 6 years ago
- Simple Matlab code for testing optimization algorithms on seismic inverse problems.☆50Updated 5 years ago
- Assignments for the ErSE328 Advanced Seismic Inversion course.☆11Updated last year
- code for Deep Neural Helmholtz Operators for 3D Elastic Wave Propagation and Inversion☆24Updated 4 months ago
- Benchmark problems in 2D and 3D for the elastic wave equation.☆17Updated 8 years ago
- Plug and Play Post-Stack Seismic Inversion with CNN-based Denoisers☆25Updated 2 years ago
- Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data☆20Updated 10 months ago
- This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)☆82Updated 10 months ago
- Contains codes for our work on active learning on seismic interpretation.☆10Updated 2 years ago
- acoustic FWI for isotropic media in frequency domain☆14Updated 4 years ago
- Repository for sharing code and data assocaited with En-DeepONet architecture☆35Updated last year
- Simple frequency domain full-waveform inversion (FWI) regularized by Sobolev space norm☆71Updated 4 years ago
- Frequency-domain finite-difference (FDFD) MATLAB package for 2D visco-acoustic wave equation☆26Updated 3 years ago
- Semi-supervised Impedance Inversion by Bayesian Neural Network Based on 2-d CNN Pre-training☆18Updated 3 years ago
- Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.☆41Updated 5 years ago