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 | 14 | 2023 |
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 | 14 | 2021 |
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 | 8 | 2023 |
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 | 8 | 2022 |
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 | 7 | 2023 |
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 | 5 | 2024 |
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 | 2 | 2024 |
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 | 2 | 2023 |
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 | 2 | 2022 |
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 | 1 | 2023 |
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 | 1 | 2022 |
Process Systems Engineering Tools for Optimization of Trained Machine Learning Models: Comparative and Perspective FJ López-Flores, C Ramírez-Márquez, JM Ponce-Ortega Industrial & Engineering Chemistry Research 63 (32), 13966-13979, 2024 | | 2024 |
Machine Learning Models Development for the Optimal Production of Aligned Nanofibers FJ López-Flores, JA Ornelas-Guillén, A Pérez-Nava, ... Computer Aided Chemical Engineering 53, 2863-2868, 2024 | | 2024 |
Enhancing Solar Photovoltaic Panel Production: A Novel Machine Learning Approach for Optimizing Mexico’s Potential FJ López-Flores, C Ramírez-Márquez, JM Ponce-Ortega Computer Aided Chemical Engineering 53, 13-18, 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 |
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 |