A conceptual framework to energy estimation in buildings using agent based modeling. - Elie Azar; Carol C. Menassa (WSC, 2010)

A decision framework for energy use reduction initiatives in commercial buildings. - Elie Azar; Carol C. Menassa (WSC, 2011)

Agent-Based Modeling of Occupants and Their Impact on Energy Use in Commercial Buildings. - Elie Azar; Carol C. Menassa (J. Comput. Civ. Eng., 2012)

Framework to Evaluate Energy-Saving Potential from Occupancy Interventions in Typical Commercial Buildings in the United States. - Elie Azar; Carol C. Menassa (J. Comput. Civ. Eng., 2014)

Conceptual Framework to Optimize Building Energy Consumption by Coupling Distributed Energy Simulation and Occupancy Models. - Carol C. Menassa; Vineet R. Kamat; Sanghyun Lee; Elie Azar; Chen Feng 002; Kyle Anderson (J. Comput. Civ. Eng., 2014)

Quantifying the impact of uncertainty in human actions on the energy performance of educational buildings. - Elie Azar; Ahmed Al Amoodi (WSC, 2016)

Optimizing HVAC operation in commercial buildings: A genetic algorithm multi-objective optimization framework. - Sokratis Papadopoulos; Elie Azar (WSC, 2016)

Optimizing the Performance of Energy-Intensive Commercial Buildings: Occupancy-Focused Data Collection and Analysis Approach. - Elie Azar; Carol C. Menassa (J. Comput. Civ. Eng., 2016)

Multilayer Agent-Based Modeling and Social Network Framework to Evaluate Energy Feedback Methods for Groups of Buildings. - Elie Azar; Hamad Al Ansari (J. Comput. Civ. Eng., 2017)

Machine Learning as Surrogate to Building Performance Simulation: A Building Design Optimization Application. - Sokratis Papadopoulos; Wei Lee Woon; Elie Azar (DARE@PKDD/ECML, 2018)

Non-Intrusive Data Monitoring and Analysis of Occupant Energy-Use Behaviors in Shared Office Spaces. - Masab Khalid Annaqeeb; Romana Markovic; Vojislav Novakovic; Elie Azar (IEEE Access, 2020)

Mathematical Model for the Placement of Hydrogen Refueling Stations to Support Future Fuel Cell Trucks. - Brenda Hernandez; AbdulAziz Y. AlKayas; Elie Azar; Ahmad Mayyas (IEEE Access, 2021)

Exploring drivers of patient satisfaction using a random forest algorithm. - Mecit Can Emre Simsekler; Noura Hamed Alhashmi; Elie Azar; Nelson King; Rana Adel Mahmoud Ali Luqman; Abdalla Al Mulla (BMC Medical Informatics Decis. Mak., 2021)

A Systematic Assessment of Genetic Algorithm (GA) in Optimizing Machine Learning Model: A Case Study from Building Science. - Abdulrahim Ali; Raja Jayaraman; Elie Azar; Andrei Sleptchenko (IEEM, 2022)

Demographics as Determinants of Building Occupants' Indoor Environmental Perceptions: Insights from a Machine Learning Incremental Modeling and Analysis Approach. - Abdulrahim Ali; Min Lin; Maedot Andargie; Elie Azar (J. Comput. Civ. Eng., 2022)

Evaluating the Impact of Urban Form Evolution on Urban Energy Performance and Renewable Energy Potential Using Agent-Based Modeling. - Osama Mussawar; Elin Markarian; Ahmad Mayyas; Elie Azar (WSC, 2024)

Informing Building Retrofits Using Surrogates of Physics-Based Simulation Models: A Comparison of Multi-Objective Optimization Algorithms. - Seif Qiblawi; Elin Markarian; Shivram Krishnan; Anagha Divakaran; Albert Thomas 003; Elie Azar (WSC, 2024)

Maximizing supply chain performance leveraging machine learning to anticipate customer backorders. - Abdulrahim Ali; Raja Jayaraman; Elie Azar; Maher Maalouf (Comput. Ind. Eng., 2024)