Research Interests: Machine learning, multiagent systems, and the challenges unique to their intersection
Research Interests: physical-aware, resource-efficient, reliable, and predictable artificial intelligence systems for future intelligent Internet of Things (IoT) and Cyber-Physical Systems (CPS)
Research Interests: Building human-centered, ethical, and inclusive systems in engineering, computing, education, and public service
Research Interests: Additive Manufacturing, advanced materials, failure mechanics
Research Interests: Financial mathematics, risk analysis, quantitative analysis, time series, biomedical applications.
Research Interests: Data science, statistics for big or high-dimensional data, simultaneous inference, multiple comparisons, selection bias, measurement errors, mixtures, causal inference, semi and nonparametric analysis, machine learning, biostatistics, random fields, crowdsourcing, EHR and Text analysis, the interface of statistics and computer science, and other interdisciplinary work.
Research interests: Critical Infrastructure Protection (CIP), vulnerability assessments and mitigations, probabilistic risk evaluation and risk management, security engineering, blast modeling and mitigation of effects, facilities engineering, and facilities management.
Research Interests: Data science for social good, which aims to solve social problems through data-driven approaches.
Research Interests: Artificial Intelligence and Machine Learning, Data Science, Smart Communities
Research Interests: Computer architecture support for security, malware detection, adversarial machine learning, and side channel attacks
