grayguy2002 / -earthquake-wave-in-PINN
this is a case of seismic wave forward and inversion using PINN(physical-informed neural network)
☆13Updated 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
- ☆11Updated 2 years ago
- Benchmark problems in 2D and 3D for the elastic wave equation.☆13Updated 7 years ago
- Full waveform inversion algorithm with acoustic wave equation in time domain.☆11Updated 5 years ago
- FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning☆29Updated 3 years ago
- Frequency-domain finite-difference (FDFD) MATLAB package for 2D visco-acoustic wave equation☆22Updated 2 years ago
- SeisSEM is a 2D Spectral Element code to simulate the anisotropic elastic wave propagation problems.☆17Updated 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 …☆47Updated 4 years ago
- Notebooks repository for "Laplace HypoPINN: Physics-Informed Neural Network for hypocenter localization and its predictive uncertainty"☆11Updated 2 years ago
- PGNN-FWI: performing physics-guided neural network for FWI☆53Updated 3 months ago
- A pytorch-based package for seismic invesrion with automatic differentiation.☆45Updated 3 months ago
- ☆55Updated 3 years ago
- Machine learning as seismic velocity-model building method for full-waveform inversion☆26Updated 4 years ago
- Code to run 3D simulations of the elastic wave equation and predict outputs with 3D neural operators☆25Updated 5 months 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.☆30Updated 9 years ago
- Repository for sharing code and data assocaited with En-DeepONet architecture☆31Updated last year
- Elastic Full-Waveform Inversion Integrated with PyTorch☆71Updated 3 years ago
- ☆28Updated 3 years ago
- Multi-task learning for low-frequency extrapolation and elastic model building☆23Updated 2 years ago
- acoustic FWI for isotropic media in frequency domain☆13Updated 4 years ago
- Official repository for the "Learned regularizations for multi-parameter elastic full waveform inversion using diffusion models" paper.☆27Updated 3 months ago
- Full Waveform Inversion☆31Updated 6 years ago
- C++ library for 2D modeling and inversion of seismic waves☆13Updated last month
- Some Python functions for sorting, plotting, semblance analysis, stacking, and migrating seismic data☆24Updated 3 years ago
- Seismic modelling and imaging wiz☆23Updated last month
- Seismic monitoring experiment investigating hydraulic fracturing within the Kaybob-Duvernay horizon in Alberta. Managed by the University…☆14Updated 4 years ago
- Full-Waveform Inversion workflow manager which automates the inversion process.☆26Updated last year
- Assignments for the ErSE328 Advanced Seismic Inversion course.☆11Updated 9 months ago
- A repository to reproduce my Ph.D. thesis results and figures☆13Updated last year
- Spectral Element Method for wave propagation and rupture dynamics in Matlab.☆34Updated 5 years ago