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Facies Classification

2 papers with code · Miscellaneous

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A Machine Learning Benchmark for Facies Classification

12 Jan 2019yalaudah/facies_classification_benchmark

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.

FACIES CLASSIFICATION

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

29 Aug 2018jsyzeng/rock_class_xgboost

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.

DECISION MAKING FACIES CLASSIFICATION FEATURE ENGINEERING