Faculty Directory

Bridge engineering Engineering education Structural health monitoring Sustainability Topology optimization

Differentiable programming Scientific machine learning for dynamical systems, optimization, and control Building energy systems Process control

Power systems Energy economics Decision science optimization Machine learning

Public health Bio-secure mobility Transport systems Infectious disease spread Network modeling

Structural Fire Engineering Performance-Based Structural Design Computational Mechanics Community Resilience Assessment

Healthcare operations Medical decision making Mathematical modeling Real-time algorithms Mixed-integer programming Inverse optimization

Computational engineering and sciences integrating computational mechanics and physics Computational materials science and integrated computational materials engineering (ICME) with emphasis on multiscale modeling, structure-materials modeling and simulations Materials characterization Process modeling Machine learning Uncertainty quantification Additive manufacturing Multi-physics modeling of multi-functional materials

Uncertainty quantification Manifold learning Probabilistic modeling Physics-informed machine learning Generative AI Numerical methods High-performance computing

Scientific machine learning algorithm development for physical and biological systems Artificial intelligence for science AI accelerated numerical simulations Computational solid mechanics