umairbinwaheed / PINNeikonalLinks
☆59Updated 4 years ago
Alternatives and similar repositories for PINNeikonal
Users that are interested in PINNeikonal are comparing it to the libraries listed below
Sorting:
- This repository reproduces the results of the paper "Deep learning for fast simulation of seismic waves in complex media" (B. Moseley et …☆60Updated 5 years ago
- Elastic Full Waveform Inversion for Subsurface Flow Problems Using Intrusive Automatic Differentiation☆46Updated 4 years ago
- Neural Eikonal Solver: framework for modeling traveltimes via solving eikonal equation using neural networks☆43Updated last year
- Elastic Full-Waveform Inversion Integrated with PyTorch☆89Updated 4 years ago
- ☆14Updated 2 years ago
- Benchmark problems in 2D and 3D for the elastic wave equation.☆17Updated 8 years ago
- this is a case of seismic wave forward and inversion using PINN(physical-informed neural network)☆17Updated 3 years ago
- PGNN-FWI: performing physics-guided neural network for FWI☆72Updated last year
- FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning☆34Updated 4 years ago
- Public legacy release of SLIM MATLAB software release to SINBAD sponsors - containing all applications, algorithms, tools, and utilities …☆28Updated 6 years ago
- Machine learning formulation for the Factored Eikonal Equation☆67Updated 5 years ago
- SeisSEM is a 2D Spectral Element code to simulate the anisotropic elastic wave propagation problems.☆20Updated 4 years ago
- Wave propagators for seismic domains with application to full waveform inversion.☆52Updated last week
- SEISMIC_CPML is a set of sixteen open-source Fortran90 programs to solve the two-dimensional or three-dimensional isotropic or anisotropi…☆141Updated 7 years ago
- Frequency-domain finite-difference (FDFD) MATLAB package for 2D visco-acoustic wave equation☆26Updated 3 years ago
- Code to run 3D simulations of the elastic wave equation and predict outputs with 3D neural operators☆37Updated 5 months ago
- Seismic inversion using a neural network regulariser implemented as an ExternalOperator in Firedrake☆12Updated 2 years ago
- This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)☆86Updated last year
- Codes for numerically solving wave equations and full waveform inversion.☆38Updated 10 years ago
- Fast approximate simulation of seismic waves using WaveNet☆53Updated 6 years ago
- Official repository for the "Learned regularizations for multi-parameter elastic full waveform inversion using diffusion models" paper.☆41Updated last year
- code for Deep Neural Helmholtz Operators for 3D Elastic Wave Propagation and Inversion☆25Updated 6 months ago
- Seismic data blending and deblending☆15Updated 3 years ago
- Spectral Element Method for wave propagation and rupture dynamics in Matlab.☆39Updated 6 years ago
- A General Approach to Seismic Inversion Problems using Automatic Differentiation☆78Updated 3 years ago
- Full waveform inversion algorithm with acoustic wave equation in time domain.☆14Updated 5 years ago
- A module based seismic modeling, migration and inversion code☆11Updated last week
- Elastic 2D and 3D wave simulation with spectral element method☆12Updated 9 years ago
- Simple Matlab code for testing optimization algorithms on seismic inverse problems.☆50Updated 5 years ago
- We develop a weighted envelope-correlation-based waveform inversion using automatic differentiation.☆13Updated 2 years ago