swag-kaust / PINN-Helmholtz-solverLinks
☆19Updated 4 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
Sorting:
- ☆59Updated 4 years ago
- code for Deep Neural Helmholtz Operators for 3D Elastic Wave Propagation and Inversion☆25Updated 5 months ago
- Neural Eikonal Solver: framework for modeling traveltimes via solving eikonal equation using neural networks☆43Updated last year
- Elastic Full Waveform Inversion for Subsurface Flow Problems Using Intrusive Automatic Differentiation☆45Updated 4 years ago
- this is a case of seismic wave forward and inversion using PINN(physical-informed neural network)☆17Updated 3 years ago
- Spectral Element Method for wave propagation and rupture dynamics in Matlab.☆39Updated 6 years ago
- Code to run 3D simulations of the elastic wave equation and predict outputs with 3D neural operators☆35Updated 4 months ago
- ☆14Updated 2 years ago
- SeisSEM is a 2D Spectral Element code to simulate the anisotropic elastic wave propagation problems.☆20Updated 4 years ago
- A module based seismic modeling, migration and inversion code☆11Updated this week
- Wave propagators for seismic domains with application to full waveform inversion.☆50Updated this week
- Full waveform inversion algorithm with acoustic wave equation in time domain.☆14Updated 5 years ago
- Notebooks repository for "Laplace HypoPINN: Physics-Informed Neural Network for hypocenter localization and its predictive uncertainty"☆12Updated 3 years ago
- Repository for sharing code and data assocaited with En-DeepONet architecture☆35Updated last year
- Bayesian seismic inversion: Fast sampling Langevin dynamics Markov chain Monte Carlo☆21Updated 4 years ago
- FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning☆34Updated 4 years ago
- Codes for numerically solving wave equations and full waveform inversion.☆36Updated 10 years ago
- Seismic inversion using a neural network regulariser implemented as an ExternalOperator in Firedrake☆12Updated 2 years ago
- The Fast Marching method to solve the eikonal equation☆36Updated last month
- Public legacy release of SLIM MATLAB software release to SINBAD sponsors - containing all applications, algorithms, tools, and utilities …☆28Updated 6 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
- 3D simulation for seismic waves based on Discontinuous Galerkin Method☆28Updated 4 years ago
- ☆43Updated 2 years ago
- ☆26Updated last month
- MATLAB code for seismic ray tracing☆23Updated 3 years ago
- A General Approach to Seismic Inversion Problems using Automatic Differentiation☆78Updated 3 years ago
- Official repository for the "Learned regularizations for multi-parameter elastic full waveform inversion using diffusion models" paper.☆40Updated 11 months ago
- We develop a weighted envelope-correlation-based waveform inversion using automatic differentiation.☆13Updated 2 years ago
- Machine learning formulation for the Factored Eikonal Equation☆67Updated 4 years ago
- PGNN-FWI: performing physics-guided neural network for FWI☆71Updated 11 months ago