caifeng-zou / HelmholtzNOLinks
code for Deep Neural Helmholtz Operators for 3D Elastic Wave Propagation and Inversion
☆25Updated 5 months ago
Alternatives and similar repositories for HelmholtzNO
Users that are interested in HelmholtzNO are comparing it to the libraries listed below
Sorting:
- Code to run 3D simulations of the elastic wave equation and predict outputs with 3D neural operators☆35Updated 4 months ago
- Repository for sharing code and data assocaited with En-DeepONet architecture☆35Updated last year
- ☆59Updated 4 years ago
- this is a case of seismic wave forward and inversion using PINN(physical-informed neural network)☆17Updated 3 years ago
- Elastic Full Waveform Inversion for Subsurface Flow Problems Using Intrusive Automatic Differentiation☆45Updated 4 years ago
- ☆14Updated 2 years ago
- ☆43Updated 2 years ago
- FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning☆34Updated 4 years ago
- PGNN-FWI: performing physics-guided neural network for FWI☆71Updated 11 months ago
- ☆19Updated 4 years ago
- Physics-Informed Neural Networks designed to solve the Two-Dimensional Wave Equation in both TensorFlow and PyTorch. Code is designed to …☆18Updated 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 …☆59Updated 5 years ago
- CCSNet: a deep learning modeling suite for CO2 storage☆25Updated last year
- Spectral Element Method for wave propagation and rupture dynamics in Matlab.☆39Updated 6 years ago
- SeismicNet: Physics-informed neural networks for seismic wave modeling in semi-infinite domain☆18Updated last year
- 2nd Order Wave Equation PINN Solution/ TensorFlow & PyTorch☆28Updated 3 years ago
- Codes for numerically solving wave equations and full waveform inversion.☆36Updated 10 years ago
- Official repository for the "Learned regularizations for multi-parameter elastic full waveform inversion using diffusion models" paper.☆40Updated 11 months ago
- Notebooks repository for "Laplace HypoPINN: Physics-Informed Neural Network for hypocenter localization and its predictive uncertainty"☆12Updated 3 years ago
- SeisSEM is a 2D Spectral Element code to simulate the anisotropic elastic wave propagation problems.☆20Updated 4 years ago
- ☆39Updated last year
- Elastic Full-Waveform Inversion Integrated with PyTorch☆88Updated 4 years ago
- Fourier-MIONet: Fourier-enhanced multiple-input neural operators for multiphase modeling of geological carbon sequestration☆16Updated last year
- PINN for solving wave equation☆21Updated 2 years ago
- The main repository for FraCSPy (Framework for Conventional microSeismic Processing), an open-source Python library focused on providing …☆14Updated last year
- ☆14Updated last year
- ☆18Updated 6 months ago
- A software package for transdimensional Bayesian inversion of electromagnetic data over horizontally stratified media.☆15Updated 3 years ago
- A General Approach to Seismic Inversion Problems using Automatic Differentiation☆78Updated 3 years ago
- Neural Eikonal Solver: framework for modeling traveltimes via solving eikonal equation using neural networks☆43Updated last year