swag-kaust / PINN-Helmholtz-solverLinks
☆18Updated 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:
- ☆58Updated 4 years ago
- this is a case of seismic wave forward and inversion using PINN(physical-informed neural network)☆15Updated 2 years ago
- code for Deep Neural Helmholtz Operators for 3D Elastic Wave Propagation and Inversion☆22Updated last month
- Notebooks repository for "Laplace HypoPINN: Physics-Informed Neural Network for hypocenter localization and its predictive uncertainty"☆12Updated 2 years ago
- We develop a weighted envelope-correlation-based waveform inversion using automatic differentiation.☆13Updated last year
- Spectral Element Method for wave propagation and rupture dynamics in Matlab.☆36Updated 5 years ago
- ☆11Updated 2 years ago
- This repository reproduces the results of the paper "Deep learning for fast simulation of seismic waves in complex media" (B. Moseley et …☆52Updated 4 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
- Benchmark problems in 2D and 3D for the elastic wave equation.☆15Updated 8 years ago
- ☆42Updated last year
- 3D simulation for seismic waves based on Discontinuous Galerkin Method☆27Updated 4 years ago
- A module based seismic modeling, migration and inversion code☆10Updated last month
- Full waveform inversion algorithm with acoustic wave equation in time domain.☆14Updated 5 years ago
- Wave propagators for seismic domains with application to full waveform inversion.☆49Updated this week
- FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning☆31Updated 3 years ago
- Elastic Full Waveform Inversion for Subsurface Flow Problems Using Intrusive Automatic Differentiation☆42Updated 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
- Neural Eikonal Solver: framework for modeling traveltimes via solving eikonal equation using neural networks☆42Updated 10 months ago
- Codes for numerically solving wave equations and full waveform inversion.☆35Updated 10 years ago
- Code to run 3D simulations of the elastic wave equation and predict outputs with 3D neural operators☆31Updated this week
- Seismic inversion using a neural network regulariser implemented as an ExternalOperator in Firedrake☆12Updated 2 years ago
- Frequency-domain finite-difference (FDFD) MATLAB package for 2D visco-acoustic wave equation☆26Updated 2 years ago
- A collection of codes to perform FWI with Devito☆14Updated 4 months ago
- Neural style transfer applied to elastic subsurface models [SEG19]. Visualized and explained.☆15Updated 5 years ago
- Assignments for the ErSE328 Advanced Seismic Inversion course.☆11Updated last year
- Bayesian seismic inversion: Fast sampling Langevin dynamics Markov chain Monte Carlo☆19Updated 3 years ago
- MATLAB code for seismic ray tracing☆21Updated 2 years ago
- Multi-task learning for low-frequency extrapolation and elastic model building☆27Updated 2 years ago