xian-ran Goto Github PK

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)

asi-pytorch

Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories

automatedwelllogcorrelation

Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch

awesome-open-geoscience

Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome

bayes-drt

Hierarchical Bayesian methods for inversion of electrochemical impedance spectroscopy (EIS) data

bayesian_seismic_inversion

The class computes the Bayesian Seismic Inversion results . Some modules are missing due to its proprietary natures, updates with an executable file is coming soon.

birgit

Pre- and Postprocessing tools for full waveform inversion

bruges

Geophysics library with various helpful functions

cnn-based-seismic-fault-prediction

Using Convolution Neural Network for Seismic Fault Mapping

cnn-for-asi

Tutorial: Convolutional Neural Networks for Automated Seismic Interpretation

cnn_based_impedance_inversion

Convolutional neural network for seismic impedance inversion

cnn_on_seis_ampl

An optimized patch-point based approach to seismic fault interpretation using CNN.

cnn_seismic_facies_classification

cnn_vti_inversion

Determination of the elastic parameters of a VTI medium from sonic logging data using deep learning

cnnforfaultinterpretation

Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset

d2geo

Framework for computing seismic attributes with Python.

deep_learning

waveform_classification

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

devito-examples

Set of seismic modeling and inversion examples using Devito for different wave equations.

easy_hmm

A easy HMM program written with Python, including the full codes of training, prediction and decoding.

elastic-impedance-inversion-using-recurrent-neural-networks

Codes and data for a manuscript in Interpretation Journal, Aug 2019

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.

facies_classification_benchmark

The repository includes PyTorch code, and the data, to reproduce the results for our paper titled "A Machine Learning Benchmark for Facies Classification" (published in the SEG Interpretation Journal, August 2019).

fcnvmb-deep-learning-based-seismic-velocity-model-building

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

force-2020-machine-learning-competition

the results, code and the data for the Force 2020 Machine learning competition after the completion of the competition in October 2020.

gan-seismic