Data Science & Engineering research is supported by premier faculty and advanced computational laboratories focused on extracting insight from data and enabling intelligent decision-making in complex engineered systems. These efforts are driven by the need for scalable, data-driven, and uncertainty-aware solutions across sectors including energy systems, manufacturing, healthcare, and infrastructure. The work emphasizes data-centric modeling, predictive analytics, and computational decision-making under uncertainty. Faculty integrate statistical learning, probabilistic reasoning, and optimization methods to develop robust and interpretable solutions for real-world engineering problems.
Collectively, these efforts enable improved prediction accuracy, better decision quality under uncertainty, and enhanced system performance through integrated analytics, simulation, and optimization frameworks.
Data Analytics & Modeling
Probabilistic Modeling
Simulation
Optimization
Amarnath Banerjee
- Associate Department Head for Undergraduate Affairs, Industrial & Systems Engineering
- Professor, Industrial & Systems Engineering
- Office: ETB 4041
- Phone: 979-458-2341
- Email: Banerjee@tamu.edu
Satish T.S. Bukkapatnam
- Department Head, Industrial & Systems Engineering
- Professor, Industrial & Systems Engineering
- Sugar and Mike Barnes Department Head Chair, Industrial & Systems Engineering
- Regents Professor
- Rockwell International Professor
- Director, TEES Institute for Manufacturing Systems
- Office: ETB 4029
- Phone: 979-845-5535
- Email: satish@tamu.edu
David Eckman
- Assistant Professor, Industrial & Systems Engineering
- Office: ETB 4014
- Phone: 979-458-2380
- Email: eckman@tamu.edu
David Gutman
- Assistant Professor, Industrial & Systems Engineering
- Office: ETB 4075
- Phone: 979-458-2339
- Email: dhgutman@tamu.edu
Jaesung Lee
- Assistant Professor, Industrial and Systems Engineering
- Office: ETB 4016
- Phone: 979-458-2373
- Email: j.lee@tamu.edu
Erick Moreno-Centeno
- Professor, Industrial & Systems Engineering
- Mike & Sugar Barnes Faculty Fellow
- Office: ETB 4034
- Phone: 979-458-2335
- Email: emc@tamu.edu
Rui Tuo
- Associate Professor, Industrial & Systems Engineering
- 2022 Texas A&M Institute of Data Science Career Initiation Fellow
- Affiliated Faculty, Department of Statistics
- Office: ETB 4012
- Phone: 979-458-2345
- Email: ruituo@tamu.edu
