seismic-inversion 开源项目推荐（68 个）

microsoft /seismic-deeplearning

Deep Learning for Seismic Imaging and Interpretation

YangFangShu /FCNVMB-Deep-learning-based-seismic-velocity-model-building

Deep-learning inversion: A next-generation seismic velocity model building method

slimgroup /JUDI.jl

Julia Devito inversion.

AmirMardan /PyFWI

This repository is for PyFWI, a Python package for seismic FWI and reservoir monitoring (time-lapse FWI)

SeismicSource /sourcespec

Earthquake source parameters from P- and S-wave displacement spectra

saeedsltm /PyVelest

用于运行VELAST（利用旅行时间反演进行一维速度计算）的Python代码

patnr /FM

Matlab 和 C++ 中的快速行进（FM）方法实现

ductho-le /WaveDL

A Scalable Deep Learning Framework for Wave-Based Inverse Problems

leandrofgr /GaussianMixMCMC_Metropolis

Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion

vkazei /deeplogs

Velocity model building by deep learning. Multi-CMP gathers are mapped into velocity logs.

pawbz /GeoPhyInv.jl

A Julia Toolbox for Geophysical Modeling and Inverse Problems

izzatum /FWIGAN

FWIGAN: Full-Waveform Inversion with Deep Adversarial Learning

DIG-Kaust /Seismic_PnP

Plug and Play Post-Stack Seismic Inversion with CNN-based Denoisers

ovcharenkoo /mtl_low

Multi-task learning for low-frequency extrapolation and elastic model building

JesperDramsch /4D-seismic-neural-inversion

Deep Neural Networks for Map-Based 4D Seismic Pressure-Saturation Inversion

DeepWave-KAUST /Seis2Rock

Seis2Rock: A Data-Driven Approach to Direct Petrophysical Inversion of Pre-Stack Seismic Data

lishiqianhugh /GlobalTomo

The first global synthetic dataset for physics-ML seismic wavefield modeling and full-waveform inversion

roscibely /seismic-inversion

Seismic inversion

nahmed215 /avoinversion

Adjoint-state based AVO Inversion Method

tgautam03 /SVMB_TL

Seismic Velocity Modeling using Deep Transfer Learning