Publications

Academic Publications

Peer-reviewed papers and conference proceedings at the intersection of geoscience and machine learning.

2025

Artificial Neural Network (ANN) Algorithms for Classifying Serpentinization Grades in Thin Sections of Serpentinized Ultramafic Rocks for Hydrogen Exploration

AD Revanzha, NA Momongan, RR Pratama, GG Prabowo, BM Sianturi

Indonesian Petroleum Association (IPA) Proceedings

Developed an ANN-based computer vision model to automatically classify serpentinization degrees in thin-section images, supporting hydrogen exploration workflows.

Vol. 40(1), p. 1

2024

Depositional Facies Identification in Wireline Log Patterns Using 1D Convolutional Neural Network (CNN) Deep Learning Algorithms

GG Prabowo, MF Ramdani, AD Revanzha, BM Sianturi, NA Momongan

Indonesian Petroleum Association (IPA) Annual Symposium

Application of 1D CNN deep learning algorithms to automate the identification of depositional facies patterns from wireline log data.

Presented at IPA 2024

2012

Automated Thin-Section Grain Size Analysis and Conversion to Grain-Size Log Chart for Dominant Grain Size Interpretation and Depositional Energy Transition

AD Revanzha, GG Prabowo, RVA Adventina, US Prawira, F Ramdani

Indonesian Petroleum Association (IPA)

Automated Thin-Section Grain Size Analysis and Conversion to Grain-Size Log Chart for Dominant Grain Size Interpretation and Depositional Energy Transition