Professor Nagi Gebraeel is the Georgia Power Early Career Professor and Professor in the H. Milton Stewart School of Industrial and Systems Engineering at Georgia Tech. He received his MS and PhD from Purdue University in 1998 and 2003, respectively. Dr. Gebraeel’s research interests lie at the intersection of Industrial Predictive Analytics and Machine Learning. His work focuses on developing advanced statistical learning algorithms for real-time equipment diagnostics and prognostics, as well as optimization models for operational and logistical decision-making in IoT ecosystems. Additionally, Dr. Gebraeel explores cyber-security algorithms to safeguard IoT-enabled critical assets against Industrial Control System (ICS) cyberattacks. His application domains span manufacturing, power generation, and service industries, with interests extending to Deep Space missions—notably in developing Self-Aware Deep Space Habitats as part of NASA’s HOME Space Technology Research Institute.
Dr. Gebraeel leads the Predictive Analytics and Intelligent Systems (PAIS) research group at Georgia Tech’s Supply Chain and Logistics Institute. He also directs activities and testing at the Analytics and Prognostics Systems laboratory at Georgia Tech’s Manufacturing Institute. Dr. Gebraeel is a Fellow of the Institute of Industrial and Systems Engineers. He served as an associate director at Georgia Tech’s Strategic Energy Institute, where he championed research initiatives at the intersection of Data Science and Energy. Dr. Gebraeel has held prominent leadership roles, including as former president of the IISE Quality and Reliability Engineering Division. He is a longstanding member of INFORMS and IISE (since 2005) and continues to contribute to advancements in industrial engineering, predictive analytics, and cyber-physical systems.
Recent News
Congratulations to Ayush Mohanty and Nazal Mohamed for getting their paper on “Federated Granger Causality Learning for Interdependent Clients with State Space Representation” accepted to ICLR 2025.
Congratulations to Heraldo Rozas (2024 PhD-ISYE and PAIS Alumnus) on his appointment as an Assistant Professor in the Department of Electrical Engineering at the University of Chile.
Congratulations to Dan Li (2021 Ph.D.-ISYE and PAIS Alumnus) on her appointment as an Assistant Professor in the Department of Industrial and Systems Engineering at The University of Wisconsin, Madison.
PIAS laboratory, led by Prof. Paritosh Ramanan (2020 Ph.D.-ISYE and PAIS Alumnus), releases Gustavo, a software tool for orchestrating ML/AI models and analytic algorithms across multiple Edge devices.
