Potential Advisors for Doctor of Engineering Students

Theoretical computer science Computational complexity Coding theory Cryptography

Imaging and devices MedTech Neurophotonics and translational biophotonics

Neurosymbolic programming AI4Code

Developing biomolecules, materials and electronic devices for probing and modulation in biological systems, especially the central nervous system

Reliable and human-compatible AI systems Interactive machine learning Distributionally robust learning Distribution shift

Designing and synthesizng materials at the molecular and the microscopic level developing novel electrochemical processes using functional materials Using advanced characterization tools to correlate microscopic phenomena with macroscopic performance.

Theory and applications of convex and non-convex optimization in large-scale machine learning and data science problems