grayguy2002 / -earthquake-wave-in-PINNLinks
this is a case of seismic wave forward and inversion using PINN(physical-informed neural network)
☆15Updated 2 years ago
Alternatives and similar repositories for -earthquake-wave-in-PINN
Users that are interested in -earthquake-wave-in-PINN are comparing it to the libraries listed below
Sorting:
- ☆11Updated 2 years ago
- PGNN-FWI: performing physics-guided neural network for FWI☆67Updated 9 months ago
- FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning☆32Updated 3 years ago
- ☆60Updated 4 years ago
- Code to run 3D simulations of the elastic wave equation and predict outputs with 3D neural operators☆34Updated last month
- Codes for numerically solving wave equations and full waveform inversion.☆35Updated 10 years ago
- This repository reproduces the results of the paper "Deep learning for fast simulation of seismic waves in complex media" (B. Moseley et …☆54Updated 4 years ago
- We develop a weighted envelope-correlation-based waveform inversion using automatic differentiation.☆13Updated last year
- Frequency-domain finite-difference (FDFD) MATLAB package for 2D visco-acoustic wave equation☆26Updated 3 years ago
- Elastic Full-Waveform Inversion Integrated with PyTorch☆85Updated 3 years ago
- Benchmark problems in 2D and 3D for the elastic wave equation.☆17Updated 8 years ago
- code for Deep Neural Helmholtz Operators for 3D Elastic Wave Propagation and Inversion☆24Updated 2 months ago
- Full waveform inversion algorithm with acoustic wave equation in time domain.☆14Updated 5 years ago
- Repository for sharing code and data assocaited with En-DeepONet architecture☆35Updated last year
- SeisSEM is a 2D Spectral Element code to simulate the anisotropic elastic wave propagation problems.☆17Updated 3 years ago
- Public legacy release of SLIM MATLAB software release to SINBAD sponsors - containing all applications, algorithms, tools, and utilities …☆28Updated 5 years ago
- A pytorch-based package for seismic invesrion with automatic differentiation.☆70Updated 8 months ago
- Official repository for the "Learned regularizations for multi-parameter elastic full waveform inversion using diffusion models" paper.☆37Updated 9 months ago
- ☆43Updated last year
- Simple frequency domain full-waveform inversion (FWI) regularized by Sobolev space norm☆70Updated 4 years ago
- Assignments for the ErSE328 Advanced Seismic Inversion course.☆11Updated last year
- Notebooks repository for "Laplace HypoPINN: Physics-Informed Neural Network for hypocenter localization and its predictive uncertainty"☆12Updated 2 years ago
- Machine learning as seismic velocity-model building method for full-waveform inversion☆28Updated 4 years ago
- Multi-task learning for low-frequency extrapolation and elastic model building☆27Updated 3 years ago
- Elastic Full Waveform Inversion for Subsurface Flow Problems Using Intrusive Automatic Differentiation☆43Updated 3 years ago
- WaveSimulation_Matlab☆34Updated 8 months ago
- This repository gives the codes for numerical solver independent seismic wave simulation using Task-decomposed Physics-informed Neural Ne…☆15Updated last year
- A module based seismic modeling, migration and inversion code☆10Updated last month
- ☆11Updated 5 months ago
- The main repository for FraCSPy (Framework for Conventional microSeismic Processing), an open-source Python library focused on providing …☆14Updated 9 months ago