Data Analytics and Computing

Dr. Ju’s research focus on Stochastic modeling and optimization of production systems; Control of additive manufacturing process; Sustainable transportation systems; Healthcare delivery systems; and
Medical decision making.

Dr. Li’s research interests are on visual computing and machine learning, including deep learning,  especially their application in the context of human-centered computing.

Dr. Yan’s research interests focus on developing efficient machine learning, optimization, and algorithms for analysis of spatio-temporal data with complex heterogeneous data structure to extract information or useful features for the purpose of data fusion for assessment of system performance, early detection of system anomalies, intelligent sampling and sensing for data collection and decision making to achieve optimal system performance.

Dr. Pan’s research interests are on Statistical Modeling and Data Analytics of Complex Systems, including: Quality and Reliability Engineering, Design of Experiments, Bayesian Statistics, Machine Learning and Optimization.

Li’s research interests focus on the development of smart additive manufacturing and biomimetic
additive manufacturing technologies.

Dr. Zhunag’s research works with applying data-driven machine learning approaches and quantum mechanics calculations to design engineering materials.

Dr. Song’s reseatch focuses on developing fundamental knowledge concerning (i) creating new 3D printing mechanisms, (ii) innovating design principles, (iii) building-up, and, (iv) characterizing filler-matrix interactions toward fabricating nanocomposite materials and systems.

Dr. Yong’s research focuses on control and estimation theory; formal methods; hybrid systems; safety and security of cyberphysical systems; intention-aware, multi-agent robotic systems and autonomous vehicles; mixed-integer and robust optimization.