My research focuses on engineering-driven machine learning methodologies for real-world problems in manufacturing and healthcare. The objective is to develop new models that combine learning methods with domain knowledge, in order to improve (i) efficiency, performance, and interpretability of the learning models; and (ii) productivity, scalability, and security of the engineering systems. 

Research areas: Additive Manufacturing, Bio-manufacturing, Healthcare, Machine Learning, Statistics.

Location:
Jialei Chen, Ph.D.
Department of Statistics, University of Georgia 

Dr. Bert Bras has been a Professor at the George W. Woodruff School of Mechanical Engineering at the Georgia Institute of Technology since September 1992. From 2001 to 2004, he served as the Director of Georgia Tech’s Institute for Sustainable Technology and Development. 

In 2014, he was named a Brook Byers Professor of Sustainability. He was named the Associate Chair for Administration for the George W. Woodruff School of Mechanical Engineering at Georgia Tech in 2016 and briefly served as Interim School Chair in 2018. 

Dr. Bras’ 25-year career as a Professor of Mechanical Engineering at the Georgia Institute of Technology equips him with considerable expertise in sustainable design and manufacturing that has taken him through many areas of industry, from automotive to alternative energy.

He holds an MS in Mechanical Engineering from the University of Twente (Netherlands) and a Ph.D. in Operations Research from the University of Houston. Prior to completing his Ph.D., he worked at the Maritime Research Institute Netherlands (MARIN).

Christos Alexopoulos is the Associate Chair for Graduate Studies as well as a Professor in the H. Milton Stewart School of Industrial and Systems Engineering at Georgia Tech. 

Dr. Alexopoulos' research interests center on applied probability, statistics, and optimizations of stochastics systems. His recent work involves problems related to the optimal design of telecommunications and transportation networks.