PhD in Computer Science and Engineering - Chip Design, Architecture, and Emerging Devices (Low Power Design Techniques) 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, and emerging technologies that could potentially supplant conventional CMOS transistors as computing's fundamental building blocks. This field encompasses tools for sophisticated design approaches, such as algorithmic computer-aided design methods, digital verification processes, formal validation techniques, post-silicon testing, and accelerator-based systems. VLSI design research spans multiple focus areas, blending hands-on experimentation (supported by prototype chips and empirical data) with visionary theoretical work. Key investigation areas currently include energy-efficient design strategies, manufacturability optimization (DFM), interconnect-focused design approaches, clock distribution networks, mixed-signal CMOS design at nanoscale dimensions, and physical design automation for component placement and routing. Computer architecture studies tackle diverse challenges in contemporary processors, spanning multi-core systems to massively parallel architectures (like GPUs) and hybrid systems: memory organization methods, data transfer optimization, programmable design frameworks, predictable system behavior, and processing-in-memory concepts. Additionally, architectural research examines innovative applications of cutting-edge technologies, including three-dimensional integration, advanced packaging solutions (SiP), and next-generation transistor designs. Faculty in this domain are also investigating various silicon and alternative material-based devices that may underpin tomorrow's computational platforms.