Process Systems Engineering Tools for Optimization of Trained Machine Learning Models: Comparative and Perspective
López-Flores, Francisco Javier, Ramírez-Márquez, César, Ponce-Ortega, José María
Published in Industrial & engineering chemistry research (14.08.2024)
Published in Industrial & engineering chemistry research (14.08.2024)
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Journal Article
Development and Evaluation of Deep Learning Models for Forecasting Gas Production and Flowback Water in Shale Gas Reservoirs
López-Flores, Francisco Javier, Lira-Barragán, Luis Fernando, Rubio-Castro, Eusiel, El-Halwagi, Mahmoud M., Ponce-Ortega, José María
Published in Industrial & engineering chemistry research (26.04.2023)
Published in Industrial & engineering chemistry research (26.04.2023)
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Journal Article
A Hybrid Metaheuristic–Deterministic Optimization Strategy for Waste Heat Recovery in Industrial Plants
López-Flores, Francisco Javier, Hernández-Pérez, Luis Germán, Lira-Barragán, Luis F, Rubio-Castro, Eusiel, Ponce-Ortega, José M
Published in Industrial & engineering chemistry research (10.03.2021)
Published in Industrial & engineering chemistry research (10.03.2021)
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Journal Article
Hybrid Machine Learning-Mathematical Programming Approach for Optimizing Gas Production and Water Management in Shale Gas Fields
López-Flores, Francisco Javier, Lira-Barragán, Luis Fernando, Rubio-Castro, Eusiel, El-Halwagi, Mahmoud M., Ponce-Ortega, José María
Published in ACS sustainable chemistry & engineering (17.04.2023)
Published in ACS sustainable chemistry & engineering (17.04.2023)
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Journal Article
Data-Driven Machine Learning Approach for Modeling the Production and Predicting the Characteristics of Aligned Electrospun Nanofibers
López-Flores, Francisco Javier, Ornelas-Guillén, Jorge Andrés, Pérez-Nava, Alejandra, González-Campos, J. Betzabe, Ponce-Ortega, José María
Published in Industrial & engineering chemistry research (05.06.2024)
Published in Industrial & engineering chemistry research (05.06.2024)
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Journal Article
Optimal expansion for a clean power sector transition in Mexico based on predicted electricity demand using deep learning scheme
Serrano-Arévalo, Tania Itzel, López-Flores, Francisco Javier, Raya-Tapia, Alma Yunuen, Ramírez-Márquez, César, Ponce-Ortega, José María
Published in Applied energy (15.10.2023)
Published in Applied energy (15.10.2023)
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Journal Article
A machine learning approach for optimizing the water-energy-food-ecosystem nexus: a resilience perspective for sustainability
López-Flores, Francisco Javier, Sánchez-Zarco, Xate Geraldine, Rubio-Castro, Eusiel, Ponce-Ortega, José María
Published in Environment, development and sustainability (11.12.2023)
Published in Environment, development and sustainability (11.12.2023)
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Journal Article
Machine Learning Models Development for the Optimal Production of Aligned Nanofibers
López-Flores, Francisco Javier, Ornelas-Guillén, Jorge Andres, Pérez-Nava, Alejandra, Gonzalez-Campos, Janett Betzabe, Ponce-Ortega, José Maria
Published in Computer Aided Chemical Engineering (2024)
Published in Computer Aided Chemical Engineering (2024)
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