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Abouzar Choubineh

Improved predictions of wellhead choke liquid critical-flow rates: Modelling based on hybrid neural network training learning based optimization
2017 · Abouzar Choubineh, Hamzeh Ghorbani, et al. · Fuel · 126
ANN-Based Prediction of Laboratory-Scale Performance of CO2-Foam Flooding for Improving Oil Recovery
2019 · Seyedeh Raha Moosavi, David A. Wood, et al. · Natural Resources Research · 99
Prediction of oil flow rate through an orifice flow meter: Artificial intelligence alternatives compared
2018 · Hamzeh Ghorbani, David A. Wood, et al. · Petroleum · 84
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Predicting liquid flow-rate performance through wellhead chokes with genetic and solver optimizers: an oil field case study
2018 · Hamzeh Ghorbani, David A. Wood, et al. · Journal of Petroleum Exploration and Production Technology · 72
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Performance comparison of bubble point pressure from oil PVT data: Several neurocomputing techniques compared
2019 · Hamzeh Ghorbani, David A. Wood, et al. · Experimental and Computational Multiphase Flow · 61
The impacts of gas impurities on the minimum miscibility pressure of injected CO2-rich gas–crude oil systems and enhanced oil recovery potential
2018 · Abouzar Choubineh, Abbas Helalizadeh, et al. · Petroleum Science · 61
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Applying Monte Carlo Dropout to Quantify the Uncertainty of Skip Connection-Based Convolutional Neural Networks Optimized by Big Data
2023 · Abouzar Choubineh, Jie Chen, et al. · Electronics · 49
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Estimation of minimum miscibility pressure of varied gas compositions and reservoir crude oil over a wide range of conditions using an artificial neural network model
2018 · Abouzar Choubineh, Abbas Helalizadeh, et al. · ADVANCES IN GEO-ENERGY RESEARCH · 37
Applying separately cost-sensitive learning and Fisher's discriminant analysis to address the class imbalance problem: A case study involving a virtual gas pipeline SCADA system
2020 · Abouzar Choubineh, David A. Wood, et al. · International Journal of Critical Infrastructure Protection · 27
Fourier Neural Operator for Fluid Flow in Small-Shape 2D Simulated Porous Media Dataset
2023 · Abouzar Choubineh, Jie Chen, et al. · Algorithms · 26
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Transparent machine learning provides insightful estimates of natural gas density based on pressure, temperature and compositional variables
2020 · David A. Wood, Abouzar Choubineh · Journal of Natural Gas Geoscience · 20
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Reliable predictions of oil formation volume factor based on transparent and auditable machine learning approaches
2019 · David A. Wood, Abouzar Choubineh · ADVANCES IN GEO-ENERGY RESEARCH · 19
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Transparent open-box learning network provides auditable predictions
2018 · David A. Wood, Abouzar Choubineh, et al. · Journal of Thermal Analysis and Calorimetry · 19
Transparent open-box learning network and artificial neural network predictions of bubble-point pressure compared
2018 · David A. Wood, Abouzar Choubineh · Petroleum · 18
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Forecasting gas density using artificial intelligence
2017 · Abouzar Choubineh, Elias Khalafi, et al. · Petroleum Science and Technology · 15
Deep ensemble learning for high-dimensional subsurface fluid flow modeling
2023 · Abouzar Choubineh, Jie Chen, et al. · Engineering Applications of Artificial Intelligence · 12
Estimation of the CO2-oil minimum miscibility pressure for enhanced oil recovery
2016 · Abouzar Choubineh, Seyede Robab Mousavi, et al. · Petroleum Science and Technology · 12
An innovative application of deep learning in multiscale modeling of subsurface fluid flow: Reconstructing the basis functions of the mixed GMsFEM
2022 · Abouzar Choubineh, Jie Chen, et al. · Journal of Petroleum Science and Engineering · 8
Machine learning to improve natural gas reservoir simulations
2021 · Abouzar Choubineh, Jie Chen, et al. · Elsevier eBooks · 7
A support vector machine analysis to predict density of mixtures of methanol and six ionic liquids
2018 · Amir Golparvar, Alireza Bahreini, et al. · Monatshefte für Chemie - Chemical Monthly · 5
A Quantitative Insight Into the Role of Skip Connections in Deep Neural Networks of Low Complexity: A Case Study Directed at Fluid Flow Modeling
2022 · Abouzar Choubineh, Jie Chen, et al. · Journal of Computing and Information Science in Engineering · 4
Finding Associative and Causal Effects of Temporal Changes in Health Features for Prevalent and Incident Cancer in Males: A Machine Learning Approach
2026 · Abouzar Choubineh, Syed Sibte Raza Abidi, et al. · Studies in health technology and informatics
Contributors
2021 · Mohammad Alipour, Naser Bagheri Moghaddam, et al. · Elsevier eBooks
Transparent Machine Learning Algorithm Offers Useful Prediction Method for Natural Gas Density
2018 · David A. Wood, Abouzar Choubineh · Gas Processing Journal
Works count: 25
Citation count: 782
H-index: 15
I10-index: 17
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