Faculty

Design, Fabrication and Characterization of Novel (ultra)wide Bandgap Materials and Devices for High Power and High Frequency Applications, as well as Quantum Applications

Nanoelectronics, Spintronics, Emerging Technologies for Computing, Digital and Mixed-signal VLSI, Neuromorphic and Probabilistic Computing, Quantum Computing, Hardware Acceleration

Fast Algorithms for Partial Differential Equations, Signal and Image Processing

Machine Learning, Ethical AI, Responsible Computing, Information Theory, Large-scale Distributed Computing

Brain-Inspired Computing, Applied Machine Learning, Hardware Machine Learning Systems, Machine Learning Enabled Electronic Design Automation, Circuits & Systems

Image Informatics

Game Theoretic Methods for Coordination of Large Scale Distributed Systems

Geometric Statistics, Geometric Deep Learning, Topological Deep Learning, Equivariant Deep Learning, Shape Analysis, Computational Medicine, Theoretical Neuroscience, Computational Neuroscience

Machine Learning, Computer Vision, Multi-modality Modeling, Robustness in Healthcare

Optics, Imaging, Neural Circuitry, Machine Learning, Optical Computing

Low-Power Analog VLSI, High Speed Electronics for Photonics, Biomimetic Nanosystems, Neural Prostheses, Biosensors, Block Polymer Synthesis, Self-Assembly, and Microfabrication

Electronic and Photonic Design Automation; Mathematical Data Science; Uncertainty quantification: Tensor-based Machine Learning and Hardware