SHALE GAS FACIES CHARACTERIZATION WITH MACHINE LEARNING

• Main Author: Novis Saputri, Tiara
• Format: Final Project
• Language: Indonesia
• Online Access: https://digilib.itb.ac.id/gdl/view/76500
• Institution: Institut Teknologi Bandung

This research examines the analysis of mineral content in shale rocks in the Central Sumatra and South Sumatra Basins using X-ray Diffraction (XRD) and facies classification using machine learning methods such as K-Means clustering and Support Vector Machine (SVM) algorithms. Two fields, field A...