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

Chip design and architecture research involves a diverse team studying theoretical, experimental, and practical dimensions of silicon chip development, computer systems, and emerging technologies that could potentially replace conventional CMOS transistors as computing's fundamental building blocks. This field encompasses tools for cutting-edge design, such as computer-aided design methodologies, digital verification processes (including formal methods), post-production validation, and accelerator-based approaches. 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 network development, nanometer-scale mixed-signal CMOS circuits, and physical design automation. Computer architecture studies tackle diverse challenges in contemporary processors, spanning multi-core systems to massively parallel architectures (like GPUs) and hybrid systems: memory management schemes, data transfer optimization, programmable design methodologies, predictable system behavior, and processing-in-memory concepts. Additionally, architectural research examines innovative applications of modern technologies, including 3D integration, advanced packaging solutions (SiP), and next-generation transistor designs. Faculty in this domain are also investigating various silicon and alternative material devices that may underpin tomorrow's computing platforms.