Problem-solving and reasoning in AI, Reinforcement learning, planning and search, Interpretability of deep learning models, AI for scientific discovery and math, Generalization and robustness of AI models, Technical AI alignment

Traffic flow theory Algorithms for urban network traffic management Applied probability and statistical mechanics

A combination of multimodal human brain imaging, brain stimulation, and computational approaches to investigate the neural mechanisms of perceptual processing in the human brain.

X-ray astrophysics, Black Holes, Machine Learning, Deep Learning, Artificial Intelligence

Model-based and learning-based control for network systems with applications to robotics, connected and autonomous vehicles, and computational neuroscience