Yildirim Kocoglu

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

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

Improving the accuracy of short-term multiphase production forecasts in unconventional tight oil reservoirs using contextual Bi-directional long short-term memory

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

Engineering, Machine Learning, Data Science +11

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

CottonSense: A high-throughput field phenotyping system for cotton fruit segmentation and enumeration on edge devices

Farshad Bolouri, Yildirim Kocoglu, Irish Lorraine B. Pabuayon et al. · Computers and Electronics in Agriculture · 2023 · 15 citations · Full text