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Find professors who actually fit you
Review faculty evidence in public, then use the workspace to turn your background into a shortlist, outreach, and meeting prep.
Find professors who actually fit you
Review faculty evidence in public, then use the workspace to turn your background into a shortlist, outreach, and meeting prep.
University of Michigan · Electrical and Computer Engineering
Professor Mingyan Liu is a distinguished researcher with a focus on memory devices and memory-centric computing systems, including resistive random-access memory (RRAM) and memristors, as well as neuromorphic circuits and systems. Her research interests extend to novel transistor devices, neuro-inspired AI models, and…
PhdFit ranks faculty by your research interests, methods, and publications — grounded in their actual work, not templates.