Traffic signal control including transit signal priority and better serving pedestrians; bicycle safety and bicycle network analysis; transit operations analysis
Science: Climate Dynamics, Weather Extremes, Hydrology, Hydrometeorology, and Ecology
Engineering: Critical Infrastructructure, Water Resources, Transportation Security, and Lifeline Systems
Data Science: Machine Learning, Network Science, Nonlinear Dynamics, and Extreme Value Theory
Interdisciplinary Methods: Knowledge Guided Data-Driven Sciences and Artificial Intelligence
Convergent Challenge: Environmental Security, Climate Adaptation, and Infrastructure Resilience
Design and decision-making under uncertainty, machine learning and data analysis, Bayesian statistics, multidisciplinary design optimization, autonomous and cyber-physical systems
Acousto-optic and acousto-electric signal processing devices, integrated photonics, piezoelectric MEMS, oscillator-based computing, nanofabrication techniques and heterogeneous material integration
Health care resource allocation with multi-objective resource allocation models; modeling resiliency in complex systems; design and management of outpatient health care clinics; simulation: discrete event simulation and systems dynamics; deterministic and stochastic optimization
Green manufacturing; green supply chains; disassembly modeling; remanufacturing; reverse logistics; managing end of life products; environmentally conscious manufacturing; manufacturing sustainability; reverse and closed-loop supply chains; just-in-time (jit) manufacturing and materials management; operations research: stochastic and simulation modeling
Intersection of systems biology, bioinformatics, and artificial intelligence to understand how biological cells work and react to drugs and environmental signals
Our long-term research goal is to develop and apply innovative spatial, single cell and optical technologies that will transform our understanding of cellular communication in health and disease and use this insight to develop new treatments.