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Francisco Javier López-Flores
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Incorporating deep learning predictions to assess the water-energy-food nexus security
AY Raya-Tapia, FJ López-Flores, JM Ponce-Ortega
Environmental Science & Policy 144, 99-109, 2023
112023
A hybrid metaheuristic–deterministic optimization strategy for waste heat recovery in industrial plants
FJ López-Flores, LG Hernández-Pérez, LF Lira-Barragán, E Rubio-Castro, ...
Industrial & Engineering Chemistry Research 60 (9), 3711-3722, 2021
112021
Incorporating machine learning for thermal engines modeling in industrial waste heat recovery
FJ López-Flores, E Rubio-Castro, JM Ponce-Ortega
Chemical Engineering Research and Design 181, 239-252, 2022
52022
Development and evaluation of deep learning models for forecasting gas production and flowback water in shale gas reservoirs
FJ López-Flores, LF Lira-Barragán, E Rubio-Castro, MM El-Halwagi, ...
Industrial & Engineering Chemistry Research 62 (16), 6434-6447, 2023
42023
Hybrid machine learning-mathematical programming approach for optimizing gas production and water management in shale gas fields
FJ López-Flores, LF Lira-Barragán, E Rubio-Castro, MM El-Halwagi, ...
ACS Sustainable Chemistry & Engineering 11 (15), 6043-6056, 2023
32023
Optimal profit distribution in interplant waste heat integration through a hybrid approach
FJ López-Flores, LG Hernández-Pérez, LF Lira-Barragán, E Rubio-Castro, ...
Energy 253, 124001, 2022
22022
Solar photovoltaic panel production in Mexico: A novel machine learning approach
FJ López-Flores, C Ramírez-Márquez, E Rubio-Castro, JM Ponce-Ortega
Environmental Research 246, 118047, 2024
12024
A machine learning approach for optimizing the water-energy-food-ecosystem nexus: a resilience perspective for sustainability
FJ López-Flores, XG Sánchez-Zarco, E Rubio-Castro, JM Ponce-Ortega
Environment, Development and Sustainability, 1-29, 2023
12023
Reusing Industrial Gaseous Emissions for Syngas Production
A Solis-Jacome, FJ López-Flores, JM Ponce-Ortega
Process Integration and Optimization for Sustainability 6 (4), 1133-1142, 2022
12022
Data-Driven Machine Learning Approach for Modeling the Production and Predicting the Characteristics of Aligned Electrospun Nanofibers
FJ López-Flores, JA Ornelas-Guillén, A Pérez-Nava, ...
Industrial & Engineering Chemistry Research, 2024
2024
Simultaneous Integration of Machine Learning in a Mixed-Integer Nonlinear Programming Formulation to Optimize Gas Production and Water Management in Shale Gas Reservoirs
FJL Flores, LF Lira-Barragán, E Rubio-Castro, M El-Halwagi, ...
2023 AIChE Annual Meeting, 2023
2023
Optimal expansion for a clean power sector transition in Mexico based on predicted electricity demand using deep learning scheme
TI Serrano-Arévalo, FJ López-Flores, AY Raya-Tapia, ...
Applied Energy 348, 121597, 2023
2023
Profit Distribution in Interplant Heat Integration Using a Hybrid Optimization Approach
FJL Flores, LF Lira-Barragán, LG Hernández-Pérez, E Rubio-Castro, ...
2022 AIChE Annual Meeting, 2022
2022
Energy Integration for Waste Heat in Industrial Plants through a Metaheuristic-Deterministic Approach
FJL Flores, LG Hernández-Pérez, LF Lira-Barragán, E Rubio-Castro, ...
2021 AIChE Annual Meeting, 2021
2021
Diseño de estrategias híbridas metaheurísticas-deterministas para el uso de calor residual
FJ López Flores
Universidad Michoacana de San Nicolás de Hidalgo, 2021
2021
Sustainable Crop Scheduling: Economics, Environmental and Occupational Health Aspects
FJL Flores, ME Cervantes-Gaxiola, OM Hernández-Calderón, JM Ponce, ...
2020 Virtual AIChE Annual Meeting, 2020
2020
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