PhD in Computer Science and Engineering - Chip Design, Architecture, and Emerging Devices (VLSI Design) in Ann Arbor United States | University of Michigan Ann Arbor

Chip design and architecture research involves a diverse team studying both theoretical and practical elements of silicon chip development, computer systems architecture, and innovative computing technologies that could potentially replace conventional CMOS transistors. This field encompasses tools for cutting-edge design, such as computer-aided design algorithms, digital verification methods, post-silicon testing, and accelerator-based approaches. VLSI design research covers numerous areas, blending hands-on experimentation with visionary concepts. Key focus areas include energy-efficient design strategies, manufacturability optimization (DFM), interconnect-focused design, clock distribution networks, mixed-signal CMOS at nanoscale, and physical layout automation. Computer architecture research examines challenges in modern processors, spanning multi-core systems to massively parallel architectures (e.g., GPUs) and heterogeneous computing: memory management approaches, data transfer optimization, programmable design methods, predictable system behavior, and processing-in-memory techniques. Additionally, this research investigates emerging technologies like 3D chip stacking, silicon-in-package integration (SiP), and next-generation transistor designs. Faculty in this domain are also examining various silicon and alternative material-based devices that could enable future computing platforms.