Facies Classification

2 papers with code • 0 benchmarks • 0 datasets

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A Machine Learning Benchmark for Facies Classification

yalaudah/facies_classification_benchmark 12 Jan 2019

In addition to making the dataset and the code publicly available, this work helps advance research in this area by creating an objective benchmark for comparing the results of different machine learning approaches for facies classification.

Classification Facies Classification +2

Application of Machine Learning in Rock Facies Classification with Physics-Motivated Feature Augmentation

jsyzeng/rock_class_xgboost 29 Aug 2018

This paper shows the inclusion of physics-motivated feature interaction in feature augmentation can further improve the capability of machine learning in rock facies classification.

Classification Decision Making +4