Potential Advisors for Doctor of Engineering Students

Large-scale graph machine learning Graph neural networks Signal processing Data science

Nanocrystalline Metals and Alloys Grain boundaries and interfaces Defect phases/complexions Mechanical behavior of materials

Security and privacy Computer networks Network measurement

Biomedical data science Genomics and systems biology

Image processing Mathematical modeling (partial differential equations) Inverse problems (differential equations) Machine learning Optimal experiment design Photonics

Machine learning Computational health informatics Probabilistic methods Time series models Information extraction in domains with structured and unstructured data Predictive modeling in health care

Computational neuroscience, estimation and control theory Applications to epilepsy, chronic pain, and mental health disorders

Thin-walled structures Structural stability Structural optimization Stochastic mechanics Steel structures Fracture mechanics Experimental methods Computational mechanics

Computational biology Genomics DNA sequencing & analysis Scalable computing

Discrete Mathematics  Partially Ordered Sets  Random Methods  Graph Theory