PhD in Computer Science and Engineering - Chip Design, Architecture, and Emerging Devices (Design for Manufacturability) 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 architecture, 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 numerous subjects, blending hands-on experimentation with prototype chips and measurements alongside visionary theoretical work. Key focus areas presently include energy-efficient design strategies, manufacturability optimization (DFM), interconnect-focused design approaches, clock distribution synthesis, mixed-signal nanoscale CMOS circuits, and physical layout automation. Computer architecture studies tackle diverse challenges in contemporary processors, spanning multi-core systems to massively parallel architectures (like GPUs) and heterogeneous platforms: memory hierarchy optimization, data transfer methodologies, programmable system design, predictable execution models, and processing-in-memory concepts. Additionally, architectural research examines innovative approaches utilizing cutting-edge technologies, such as 3D integration, advanced packaging solutions (SiP), and next-generation transistor designs. Researchers in this domain are also investigating various silicon and alternative material devices that may underpin tomorrow's computational platforms.