Phillip McElroy

Artificial neural network (ANN) approach to predict unconfined compressive strength (UCS) of oil and gas well cement reinforced with nanoparticles

Phillip McElroy, Heber Bibang, Hossein Emadi et al. · Journal of Natural Gas Science and Engineering · 2021 · 44 citations

Cementation, Engineering, Mechanical Engineering +8

Mechanical, rheological, and stability performance of simulated in-situ cured oil well cement slurries reinforced with alumina nanofibers

Phillip McElroy, Hossein Emadi, Kazimierz Surowiec et al. · Journal of Petroleum Science and Engineering · 2019 · 34 citations

Materials Science, Alumina Nanofibers, Engineering +7

Permeability and elastic properties assessment of alumina nanofiber (ANF) cementitious composites under simulated wellbore cyclic pressure

Phillip McElroy, Hossein Emadi, Daniel K. Unruh · Construction and Building Materials · 2019 · 22 citations

Materials Science, Alumina Nanofiber, Cementation +8

Application of Bayesian Optimized Deep Bi-LSTM Neural Networks for Production Forecasting of Gas Wells in Unconventional Shale Gas Reservoirs

Yildirim Kocoglu, Sheldon Gorell, Phillip McElroy · Proceedings of the 9th Unconventional Resources Technology Conference · 2021 · 16 citations

Gas Field Development, Engineering, Machine Learning +10

Enhancing shale gas EUR predictions with TPE optimized SMOGN: A comparative study of machine learning algorithms in the marcellus shale with an imbalanced dataset

Yildirim Kocoglu, Sheldon Gorell, Hossein Emadi et al. · Gas Science and Engineering · 2024 · 16 citations