swag-kaust / PINN-Helmholtz-solver
☆17Updated 3 years ago
Alternatives and similar repositories for PINN-Helmholtz-solver:
Users that are interested in PINN-Helmholtz-solver are comparing it to the libraries listed below
- this is a case of seismic wave forward and inversion using PINN(physical-informed neural network)☆13Updated 2 years ago
- ☆55Updated 3 years ago
- Full waveform inversion algorithm with acoustic wave equation in time domain.☆11Updated 5 years ago
- ☆11Updated 2 years ago
- Benchmark problems in 2D and 3D for the elastic wave equation.☆13Updated 7 years ago
- Notebooks repository for "Laplace HypoPINN: Physics-Informed Neural Network for hypocenter localization and its predictive uncertainty"☆11Updated 2 years ago
- Neural Eikonal Solver: framework for modeling traveltimes via solving eikonal equation using neural networks☆40Updated 7 months ago
- Spectral Element Method for wave propagation and rupture dynamics in Matlab.☆34Updated 5 years ago
- Neural style transfer applied to elastic subsurface models [SEG19]. Visualized and explained.☆15Updated 4 years ago
- Codes for numerically solving wave equations and full waveform inversion.☆32Updated 9 years ago
- Elastic Full-Waveform Inversion Integrated with PyTorch☆71Updated 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 …☆48Updated 4 years ago
- SeisSEM is a 2D Spectral Element code to simulate the anisotropic elastic wave propagation problems.☆17Updated 3 years ago
- This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)☆66Updated 4 months ago
- 3D simulation for seismic waves based on Discontinuous Galerkin Method☆26Updated 4 years ago
- MATLAB code for seismic ray tracing☆20Updated 2 years ago
- Code to run 3D simulations of the elastic wave equation and predict outputs with 3D neural operators☆25Updated 6 months ago
- PGNN-FWI: performing physics-guided neural network for FWI☆55Updated 4 months ago
- Public legacy release of SLIM MATLAB software release to SINBAD sponsors - containing all applications, algorithms, tools, and utilities …☆28Updated 5 years ago
- FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning☆29Updated 3 years ago
- C++ library for 2D modeling and inversion of seismic waves☆15Updated 2 months ago
- Wave propagators for seismic domains with application to full waveform inversion.☆44Updated this week
- Seismic modelling and imaging wiz☆24Updated last week
- Elastic Full Waveform Inversion for Subsurface Flow Problems Using Intrusive Automatic Differentiation☆42Updated 3 years ago
- finite difference wave propagation in 2D for Matlab. Both SH and P-SV, with forward and adjoint calculations and the possibility to compu…☆13Updated 4 years ago
- A pytorch-based package for seismic invesrion with automatic differentiation.☆45Updated 3 months ago
- Seismic inversion using a neural network regulariser implemented as an ExternalOperator in Firedrake☆11Updated 2 years ago
- code for Deep Neural Helmholtz Operators for 3D Elastic Wave Propagation and Inversion☆17Updated 2 months ago
- Bayesian seismic inversion: Fast sampling Langevin dynamics Markov chain Monte Carlo☆18Updated 3 years ago