benmoseley / seismic-simulation-complex-media
This repository reproduces the results of the paper "Deep learning for fast simulation of seismic waves in complex media" (B. Moseley et al, 2020, Solid Earth)
☆48Updated 4 years ago
Alternatives and similar repositories for seismic-simulation-complex-media:
Users that are interested in seismic-simulation-complex-media are comparing it to the libraries listed below
- Elastic Full-Waveform Inversion Integrated with PyTorch☆71Updated 3 years ago
- FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning☆29Updated 3 years ago
- Multi-task learning for low-frequency extrapolation and elastic model building☆23Updated 2 years ago
- This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)☆67Updated 4 months ago
- PGNN-FWI: performing physics-guided neural network for FWI☆56Updated 4 months ago
- Set of seismic modeling and inversion examples using Devito for different wave equations.☆28Updated last year
- A pytorch-based package for seismic invesrion with automatic differentiation.☆47Updated 4 months ago
- Full-Waveform Inversion workflow manager which automates the inversion process.☆26Updated last year
- ☆11Updated 2 years ago
- Frequency-domain finite-difference (FDFD) MATLAB package for 2D visco-acoustic wave equation☆23Updated 2 years ago
- 3D seismic modelling, FWI and RTM code for wave propagation in isotropic (visco)-acoustic/elastic and anisotropic orthorhombic/triclinic …☆96Updated 4 years ago
- Seismic modelling and imaging wiz☆25Updated 2 weeks ago
- A tutorial on Reverse Time Migration☆40Updated 7 years ago
- Course material for the lecture "Theory of seismic waves II" (SS 2018) @ CAU Kiel☆119Updated 2 months ago
- A Benchmark for Seismic Velocity Inversion from Synthetics☆44Updated 7 months ago
- Public legacy release of SLIM MATLAB software release to SINBAD sponsors - containing all applications, algorithms, tools, and utilities …☆28Updated 5 years ago
- Some Python functions for sorting, plotting, semblance analysis, stacking, and migrating seismic data☆24Updated 3 years ago
- Fast approximate simulation of seismic waves using WaveNet☆47Updated 6 years ago
- Machine learning as seismic velocity-model building method for full-waveform inversion☆27Updated 4 years ago
- Time and frequency domain forward modeling and inversion of seismic wave☆46Updated 9 years ago
- Simple frequency domain full-waveform inversion (FWI) regularized by Sobolev space norm☆68Updated 4 years ago
- ☆12Updated 10 months ago
- Notebooks for basic VSP processing☆33Updated last year
- PFAST: A High Performance Software Package for Transmission and Reflection Seismic Traveltime Tomography☆38Updated 3 years ago
- Seismic Reservoir Modeling package☆50Updated last month
- Plug and Play Post-Stack Seismic Inversion with CNN-based Denoisers☆21Updated 2 years ago
- C++ library for 2D modeling and inversion of seismic waves☆15Updated 2 months ago
- Notebooks repository for "Laplace HypoPINN: Physics-Informed Neural Network for hypocenter localization and its predictive uncertainty"☆11Updated 2 years ago
- 2D parallel first-arrival traveltime modelling and inversion code☆19Updated 2 years ago