songc0a / Time-domain-seismic-wave-modeling-using-PINNLinks
This repository gives the codes for numerical solver independent seismic wave simulation using Task-decomposed Physics-informed Neural Networks.
☆20Updated 2 years ago
Alternatives and similar repositories for Time-domain-seismic-wave-modeling-using-PINN
Users that are interested in Time-domain-seismic-wave-modeling-using-PINN are comparing it to the libraries listed below
Sorting:
- Official repository for the "Learned regularizations for multi-parameter elastic full waveform inversion using diffusion models" paper.☆43Updated last year
- PGNN-FWI: performing physics-guided neural network for FWI☆74Updated last year
- Code to run 3D simulations of the elastic wave equation and predict outputs with 3D neural operators☆40Updated 5 months ago
- FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning☆34Updated 4 years ago
- ☆15Updated 2 years ago
- this is a case of seismic wave forward and inversion using PINN(physical-informed neural network)☆17Updated 3 years ago
- We develop a weighted envelope-correlation-based waveform inversion using automatic differentiation.☆13Updated 2 years ago
- SeismicNet: Physics-informed neural networks for seismic wave modeling in semi-infinite domain☆19Updated last year
- ☆60Updated 4 years ago
- This repository reproduces the results of the paper "Deep learning for fast simulation of seismic waves in complex media" (B. Moseley et …☆61Updated 5 years ago
- ☆13Updated 9 months ago
- This repo contains a PyTorch implementation with DeepWave for the manuscript FWIGAN: Full-waveform inversion via a physics-informed gener…☆56Updated 2 years ago
- code for Deep Neural Helmholtz Operators for 3D Elastic Wave Propagation and Inversion☆26Updated 6 months ago
- Elastic Full-Waveform Inversion Integrated with PyTorch☆91Updated 4 years ago
- Machine learning formulation for the Factored Eikonal Equation☆67Updated 5 years ago
- Plug and Play Post-Stack Seismic Inversion with CNN-based Denoisers☆31Updated 2 years ago
- Wavefield Reconstruction of Distributed Acoustic Sensing with Machine Learning☆15Updated last week
- This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)☆87Updated last year
- Official reproducible material for SiameseFWI: A Deep Learning Network for Enhanced Full Waveform Inversion☆32Updated 2 months ago
- Porosity estimation from RW-PINNs☆15Updated 2 years ago
- ☆11Updated 4 years ago
- Assignments for the ErSE328 Advanced Seismic Inversion course.☆11Updated last year
- Codes for numerically solving wave equations and full waveform inversion.☆38Updated 10 years ago
- Frequency-domain finite-difference (FDFD) MATLAB package for 2D visco-acoustic wave equation☆27Updated 3 years ago
- Benchmark problems in 2D and 3D for the elastic wave equation.☆17Updated 8 years ago
- Codes and data for the paper: M. Alfarraj, and G. AlRegib, "Semi-Supervised Sequence Modeling for Elastic Impedance Inversion," in Interp…☆42Updated 3 years ago
- Simple frequency domain full-waveform inversion (FWI) regularized by Sobolev space norm☆73Updated 5 years ago
- Semi-supervised Impedance Inversion by Bayesian Neural Network Based on 2-d CNN Pre-training☆19Updated 4 years ago
- acoustic FWI for isotropic media in frequency domain☆17Updated 4 years ago
- The main repository for FraCSPy (Framework for Conventional microSeismic Processing), an open-source Python library focused on providing …☆15Updated last year