Potential Advisors for Doctor of Engineering Students

Wall Bounded Turbulent Flow Wind Farm Modeling and Control Stability and Performance Networks Grid Integration of Renewable Energy Sources

Image analysis statistical learning bioinformatics

Commodities and Energy Mathematical Finance ML for Financial Bubbles Recognition NLP for Prediction in Finance

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

Macroeconometrics Forecasting

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