songc0a / PINN-based-Helmholtz-solverLinks
☆21Updated last year
Alternatives and similar repositories for PINN-based-Helmholtz-solver
Users that are interested in PINN-based-Helmholtz-solver are comparing it to the libraries listed below
Sorting:
- ☆43Updated 2 years ago
- This repo contains a PyTorch implementation with DeepWave for the manuscript FWIGAN: Full-waveform inversion via a physics-informed gener…☆55Updated 2 years ago
- Wave propagation modules for PyTorch.☆298Updated 2 weeks ago
- We develop a weighted envelope-correlation-based waveform inversion using automatic differentiation.☆13Updated 2 years ago
- Elastic Full-Waveform Inversion Integrated with PyTorch☆88Updated 4 years ago
- ☆14Updated 2 years ago
- PGNN-FWI: performing physics-guided neural network for FWI☆71Updated 11 months ago
- FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning☆34Updated 4 years ago
- this is a case of seismic wave forward and inversion using PINN(physical-informed neural network)☆17Updated 3 years ago
- Codes for numerically solving wave equations and full waveform inversion.☆36Updated 10 years ago
- Frequency-domain finite-difference (FDFD) MATLAB package for 2D visco-acoustic wave equation☆26Updated 3 years ago
- Simple frequency domain full-waveform inversion (FWI) regularized by Sobolev space norm☆72Updated 4 years ago
- Multi-task learning for low-frequency extrapolation and elastic model building☆29Updated 3 years ago
- Single-file implementations of 2D and 3D acoustic and elastic wave propagation in time domain using finite-differences(FDTD). Simple form…☆118Updated 6 years ago
- A pytorch-based package for seismic invesrion with automatic differentiation.☆75Updated 11 months ago
- Public legacy release of SLIM MATLAB software release to SINBAD sponsors - containing all applications, algorithms, tools, and utilities …☆28Updated 6 years ago
- SEISMIC_CPML is a set of sixteen open-source Fortran90 programs to solve the two-dimensional or three-dimensional isotropic or anisotropi…☆140Updated 6 years ago
- ☆59Updated 4 years ago
- Simple Matlab code for testing optimization algorithms on seismic inverse problems.☆50Updated 5 years ago
- Assignments for the ErSE328 Advanced Seismic Inversion course.☆11Updated last year
- Seismic modelling and imaging wiz☆37Updated 2 weeks ago
- code for Deep Neural Helmholtz Operators for 3D Elastic Wave Propagation and Inversion☆25Updated 5 months ago
- Full waveform inversion algorithm with acoustic wave equation in time domain.☆14Updated 5 years ago
- Porosity estimation from RW-PINNs☆15Updated 2 years ago
- Semi-supervised Impedance Inversion by Bayesian Neural Network Based on 2-d CNN Pre-training☆19Updated 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 …☆59Updated 5 years ago
- After reading the paper Physics-informed neural networks(https://www.sciencedirect.com/science/article/pii/S0021999118307125), I tried to…☆11Updated 3 years ago
- ☆19Updated 6 months ago
- WaveSimulation_Matlab☆36Updated 10 months ago
- ☆42Updated 4 months ago