Hybrid Machine Learning-Mathematical Programming Approach for Optimizing Gas Production and Water Management in Shale Gas Fields
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Overview
published proceedings
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ACS SUSTAINABLE CHEMISTRY & ENGINEERING
author list (cited authors)
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Lopez-Flores, F. J., Lira-Barragan, L. F., Rubio-Castro, E., El-Halwagi, M. M., & Ponce-Ortega, J. M.
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Lopez-Flores, Francisco Javier||Lira-Barragan, Luis Fernando||Rubio-Castro, Eusiel||El-Halwagi, Mahmoud M||Ponce-Ortega, Jose Maria
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Research
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Artificial Neural Network
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Flowback Water
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Hydraulic Fracturing
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Machine Learning
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Mixed-integer Nonlinear Programming
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Shale Gas Production
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URL
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http://dx.doi.org/10.1021/acssuschemeng.3c00569