facies
There are 11 repositories under facies topic.
yalaudah/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).
leandrofgr/GaussianMixMCMC_Metropolis
Codes related to the publication Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion
csiro-hydrogeology/pyela
Python package for Exploratory Lithology Analysis
zhaoxin1124ds/Lithofacies-classification-using-machine-learning
Supervised classification to predict rock facies and a T-test flow to evaluate the prediction performance.
LukasMosser/geolink_dataset
Analysis notebooks for the geolink well log dataset
valentingol/gan-facies-modeling
Facies modeling using GANs
saifulapu/StratigraphicMM
The code snippets and repositories are for generating embedded markov model to establish facies changes in the stratigraphic succession
imtej/Lithofacies-Classification-using-ML-Techniques
Lithofacies classification using well log data from the Hugoton and Panoma Fields dataset. This project implements various machine learning algorithms including Support Vector Machines, Random Forest, Neural Networks, and others to predict facies groups. The study focuses on improving facies classification accuracy using well log data from 9 well.
luthfigeo/Facies-Bubble-Map
Calculate each facies proportion for each well in a field and plot them as bubble map distribution
luthfigeo/Facies-Percentage
Calculate facies percentage within specific intervals