Daniel Asante Otchere

Application of supervised machine learning paradigms in the prediction of petroleum reservoir properties: Comparative analysis of ANN and SVM models

Daniel Asante Otchere, Tarek Ganat, Raoof Gholami et al. · Journal of Petroleum Science and Engineering · 2020 · 458 citations

Data Classification, Support Vector Machine, Classification Method +12

Application of gradient boosting regression model for the evaluation of feature selection techniques in improving reservoir characterisation predictions

Daniel Asante Otchere, Tarek Ganat, Jude Oghenerurie Ojero et al. · Journal of Petroleum Science and Engineering · 2021 · 227 citations

Engineering, Machine Learning, Data Science +14

A novel custom ensemble learning model for an improved reservoir permeability and water saturation prediction

Daniel Asante Otchere, Tarek Ganat, Raoof Gholami et al. · Journal of Natural Gas Science and Engineering · 2021 · 70 citations

Hydrogeology, Engineering, Data Science +10

Navigating viscosity of GO-SiO2/HPAM composite using response surface methodology and supervised machine learning models

Najeebullah Lashari, Tarek Ganat, Daniel Asante Otchere et al. · Journal of Petroleum Science and Engineering · 2021 · 44 citations

Materials Science, Engineering, Response Surface Methodology +7

Fundamental error in tree-based machine learning model selection for reservoir characterisation

Daniel Asante Otchere · Energy Geoscience · 2023 · 29 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +21