
Find UC Berkeley Faculty


design theory and methods, automation, decision-making applied to engineering teams and individuals, ideation and creativity, analogical reasoning in design, preference modeling and design attribute optimization, design cognition, neuroimaging methods applied to design, sustainable design, New product development, crowdsourcing and collaboration

knowledge representation, adaptive learning, artificial intelligence, learning analytics, Recommender Systems, higher education, data science, Digital Learning Environments, cognitive modeling, Big Data in Education, Knowledge Tracing, Formative Assessment, intelligent tutoring systems, Online Learning, psychometrics, Educational Data Mining

contact mechanics, fracture and fatigue of engineering materials, finite element modeling of surface contact and machining, thin-film processing and characterization, adhesion and fatigue of MEMS devices, plasma-assisted surface functionalization of biomaterials, surface patterning for cell adhesion and growth control, mechanics & tribology of magnetic recording devices, microfibrous scaffolds for tissue engineering, tribology and mechanics of artificial joints, mechanical metamaterials