Elie Azar

19 papers Misc 6Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Machine Learning Surrogates for Unreinforced Masonry Tensile-Strength Prediction.
J. Comput. Civ. Eng.
Elin Markarian, Elie Azar, Semih Gonen, Bora Pulatsu
2024 Misc conf
Evaluating the Impact of Urban Form Evolution on Urban Energy Performance and Renewable Energy Potential Using Agent-Based Modeling.
WSC
Osama Mussawar, Elin Markarian, Ahmad Mayyas, Elie Azar
2024 Misc conf
Informing Building Retrofits Using Surrogates of Physics-Based Simulation Models: A Comparison of Multi-Objective Optimization Algorithms.
WSC
Seif Qiblawi, Elin Markarian, Shivram Krishnan, Anagha Divakaran, Albert Thomas, Elie Azar
2024 J jnl
Maximizing supply chain performance leveraging machine learning to anticipate customer backorders.
Comput. Ind. Eng.
Abdulrahim Ali, Raja Jayaraman, Elie Azar, Maher Maalouf
2022 — conf
A Systematic Assessment of Genetic Algorithm (GA) in Optimizing Machine Learning Model: A Case Study from Building Science.
IEEM
Abdulrahim Ali, Raja Jayaraman, Elie Azar, Andrei Sleptchenko
2022 J jnl
Demographics as Determinants of Building Occupants' Indoor Environmental Perceptions: Insights from a Machine Learning Incremental Modeling and Analysis Approach.
J. Comput. Civ. Eng.
Abdulrahim Ali, Min Lin, Maedot Andargie, Elie Azar
2021 J jnl
Exploring drivers of patient satisfaction using a random forest algorithm.
BMC Medical Informatics Decis. Mak.
Mecit Can Emre Simsekler, Noura Hamed Alhashmi, Elie Azar, Nelson King, Rana Adel Mahmoud Ali Luqman, Abdalla Al Mulla
2021 J jnl
Mathematical Model for the Placement of Hydrogen Refueling Stations to Support Future Fuel Cell Trucks.
IEEE Access
Brenda Hernandez, AbdulAziz Y. AlKayas, Elie Azar, Ahmad Mayyas
2020 J jnl
Non-Intrusive Data Monitoring and Analysis of Occupant Energy-Use Behaviors in Shared Office Spaces.
IEEE Access
Masab Khalid Annaqeeb, Romana Markovic, Vojislav Novakovic, Elie Azar
2018 — conf
Machine Learning as Surrogate to Building Performance Simulation: A Building Design Optimization Application.
DARE@PKDD/ECML
Sokratis Papadopoulos, Wei Lee Woon, Elie Azar
2017 J jnl
Multilayer Agent-Based Modeling and Social Network Framework to Evaluate Energy Feedback Methods for Groups of Buildings.
J. Comput. Civ. Eng.
Elie Azar, Hamad Al Ansari
2016 Misc conf
Optimizing HVAC operation in commercial buildings: A genetic algorithm multi-objective optimization framework.
WSC
Sokratis Papadopoulos, Elie Azar
2016 J jnl
Optimizing the Performance of Energy-Intensive Commercial Buildings: Occupancy-Focused Data Collection and Analysis Approach.
J. Comput. Civ. Eng.
Elie Azar, Carol C. Menassa
2016 Misc conf
Quantifying the impact of uncertainty in human actions on the energy performance of educational buildings.
WSC
Elie Azar, Ahmed Al Amoodi
2014 J jnl
Conceptual Framework to Optimize Building Energy Consumption by Coupling Distributed Energy Simulation and Occupancy Models.
J. Comput. Civ. Eng.
Carol C. Menassa, Vineet R. Kamat, Sanghyun Lee, Elie Azar, Chen Feng, Kyle Anderson
2014 J jnl
Framework to Evaluate Energy-Saving Potential from Occupancy Interventions in Typical Commercial Buildings in the United States.
J. Comput. Civ. Eng.
Elie Azar, Carol C. Menassa
2012 J jnl
Agent-Based Modeling of Occupants and Their Impact on Energy Use in Commercial Buildings.
J. Comput. Civ. Eng.
Elie Azar, Carol C. Menassa
2011 Misc conf
A decision framework for energy use reduction initiatives in commercial buildings.
WSC
Elie Azar, Carol C. Menassa
2010 Misc conf
A conceptual framework to energy estimation in buildings using agent based modeling.
WSC
Elie Azar, Carol C. Menassa