AI for Science and Engineering: Modeling the Physical World

Department Chair & Professor of Electrical & Systems Engineering

Neuroscience, dynamics and control; computational modeling of neural systems

Assistant Professor of Electrical & Systems Engineering

Theoretical foundations of high-dimensional information processing and learning

Henry Edwin Sever Professor of Engineering

Computational and experimental genomics; algorithms and mathematical modeling for systems biology; Henry Edwin Sever Professor of Engineering

Associate Professor of Electrical & Systems Engineering

Flexible and stretchable electronics; wearable health sensors; co-developing AI-integrated sensing devices

Assistant Professor of Biomedical Engineering

Spinal cord injury, neuroprosthetics, adaptive learning wearables

Assistant Professor of Mechanical Engineering & Materials Science

AI and computational simulation for pediatric cardiac surgery pre-operative planning

Assistant Professor of Electrical & Systems Engineering

Graph signal processing, graph neural networks, geometric deep learning; manifold neural networks and generalization theory for large-scale structured data

Associate Professor of Computer Science & Engineering

Bayesian optimization, active learning, automating scientific discovery with ML

Professor of Computer Science & Engineering

High-performance computing for scientific and medical applications