Faculty Directory

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

Systems and networking

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 Stochastic finite element methods Computational mechanics High-performance computing and scientific software development Reliability analysis Scientific machine learning Manifold learning Data-driven reduced-order modeling

Discrete mathematics graph theory multilinear algebra image analysis experimental math

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

Micro and Nanosystems Robotics Intelligent Systems Smart Materials Surface Science