Pinned Repositories
3D-Seismic-Visualization
Small GUI program to Plot a 3D seismic volume as slices along the x,y,z axis.
5TieUp-IndoEarthHack
ADSeismic.jl
A General Approach to Seismic Inversion Problems using Automatic Differentiation
AI_SeismicFaciesClassificationV3
anisotropy_nn
Source code for my project of estimating anisotropy parameters with Deep Learning including data creation (earth models and synthetic seismic gathers)
GraphWaveletNeuralNetwork
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
prestackPro-Manual
sAIs
The project is to apply ML in forward and inversion problems of seismic
SegyRead
Reading segy file using python
seismic-interpolation-CNN
xian-ran's Repositories
xian-ran/FCNVMB-Deep-learning-based-seismic-velocity-model-building
Deep-learning inversion: A next-generation seismic velocity model building method
xian-ran/AutomatedWellLogCorrelation
Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch
xian-ran/Elastic-Impedance-Inversion-Using-Recurrent-Neural-Networks
Codes and data for a manuscript in Interpretation Journal, Aug 2019
xian-ran/seismology
A package for seismic source inversion.
xian-ran/python_spectrograms_and_inversion
Spectrograms, MFCCs, and Inversion Demo in a jupyter notebook
xian-ran/SeisSrcInv
A full waveform seismic source mechanism inversion package
xian-ran/WaveletRepresentationAudio
Experiments using wavelet analysis for audio feature extraction.
xian-ran/EM-Gaussian
Implemented EM fitting of a mixture of gaussians on the two-dimensional data set points.dat. Tried different numbers of mixtures, as well as tied vs. separate covariance matrices for each gaussian.
xian-ran/SNIST
A Benchmark for Seismic Velocity Inversion from Synthetics
xian-ran/wavelets
Python implementation of the wavelet analysis found in Torrence and Compo (1998)
xian-ran/Seismic-Inversion-QC
xian-ran/Seis_DCEC
A seismic facies analysis method based on deep learning
xian-ran/seismic_wavelet_synthesis_record
xian-ran/seisplot
Plots seismic, sorta
xian-ran/Iso-Ani-Inversion
xian-ran/BIRGIT
Pre- and Postprocessing tools for full waveform inversion
xian-ran/seis_tools
seismic analysis tools
xian-ran/DeepLearning_Wavelet-LSTM
【本科毕业设计】LSTM + Wavelet（长短期记忆神经网络+小波分析）：深度学习与数字信号处理的结合
xian-ran/3D-Seismic-Visualization
Small GUI program to Plot a 3D seismic volume as slices along the x,y,z axis.
xian-ran/PulseNet
Model for waveform classification
xian-ran/seisattrib2log
Build ML model from seismic attributes and well logs to convert segy to pseudo logs
xian-ran/LMMSE-Wavelet
Speckle removal with Bayesian LMMSE estimation of Wavelet Transform coefficients
xian-ran/asi-pytorch
Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories
xian-ran/seismicGAN
xian-ran/seismic-transfer-learning
Deep-learning seismic facies on state-of-the-art CNN architectures
xian-ran/LASIF
An End-to-end Workflow for Adjoint Full Seismic Waveform Inversions
xian-ran/pyPCGA-TOUGH
Python based geostatistical inversion for TOUGH2
xian-ran/SeismicData
VandyHacks 2018 Submission
xian-ran/tutorials-2015
Geophysical Tutorials for 2015
xian-ran/seismic-interpolation-CNN