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att_training

Adjoint-state Traveltime Tomography (training version)

axialseamountfwimodel

bayesian-neural-networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

chinese-std-gb-t-7714-related-csl

GB/T 7714相关的csl以及Zotero使用技巧及教程。

co2net

Deep learning for characterizing CO2 migration in time-lapse seismic images

daslfprocessing_jinlib

Low frequency processing for DAS data dependent on JIN_pylib

ddnet

diffefwi

Official repository for the "Learned regularizations for multi-parameter elastic full waveform inversion using diffusion models" paper.

dlisio-notebooks

fdtd_cpml_2d_iso

Finite-difference time-domain solver for isotropic elastic wave equation with convolutional perfectly matched layer.

gerjoii

Radar and DC resistivity 2.5D multi-physics inversion suite. Forward modeling, separate inversions, joint inversions.

greenlandas

Codes for analyzing distributed acoustic sensing data from Store Glacier, Greenland

langevin_gji_2020

Bayesian seismic inversion: Fast sampling Langevin dynamics Markov chain Monte Carlo

latentpinn

Official repository for the "Multiple wavefield solutions in physics-informed neural networks using latent representation" paper.

libemmi_mgfd

3D CSEM modelling and inversion using multigrid frequency-domain solver

mtan

The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].

neural-pde-solver

openswpc

A Seismic Wave Propagation Code by Parallel Finite Difference Method

pinn-based-wavefield-reconstruction-inversion

pytorch-bayesiancnn

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

qwdqq-

rtm_gpu

Acoustic reverse-time migration using GPU card and POSIX thread based on the adaptive optimal finite-difference scheme and the hybrid absorbing boundary condition.

seg-2020-joint-learning-with-spatial-context-for-inversion

Contains Codes for accepted Geophysics paper demonstrating joint learning for seismic inversion with spatial context

seisflows

An automated workflow tool for full waveform inversion and adjoint tomography

seismic-data-preparation

Preprocessing seismic data: download, format changing, and archiving

semi-supervised-learning-for-acoustic-impedance-inversion

Codes and data for the paper: M. Alfarraj and G. AlRegib, "Semi-Supervised Learning for Acoustic Impedance Inversion," in Expanded Abstracts of the SEG Annual Meeting, Sep. 15-20 2019.

smaat-unet

PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"

texmf

tian2

topopt-fwi

Full Waveform Inversion (FWI) appoach based on Topology Optimizatin (TO) for the salt reconstruction problem.