Publications & Focus Areas

Research

Advancing the science of energy engineering through rigorous, reproducible, and impactful research at the intersection of physics and machine learning and AI in general.

Paper in Focus

2025Journal of Applied Geophysics

Automated Hydraulic Flow Unit Determination Using FZI-Z-Score Probability, K-Means Clustering with Autoencoders, and Machine Learning Classification

A comprehensive framework for automating reservoir rock typing through statistical transformations, unsupervised clustering, and supervised classification — validated on the Subei Basin, China.

FZIZ-Score ProbabilityK-MeansAutoencodersHFU Classification

Stephen Adjei,PhD·Deon Takyi-Amponsem·John Oleka Ojuu

Recent Publications

[2025]

Automated hydraulic flow unit determination using FZI-Z-score probability, K-means clustering with autoencoders, and machine learning classification: A case study of the Subei Basin, China

Journal of Applied Geophysics

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