Potential Advisors for Doctor of Engineering Students

Image analysis statistical learning bioinformatics

Financial mathematics Commodities

Power Systems Control Theory Nonlinear Dynamical Systems Data-Driven Decision-Making Transportation

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

Discrete mathematics graph theory multilinear algebra image analysis experimental math