Pieter Abbeel Division of Computer Science/EECS robotics, machine learning, artificial intelligence, Deep Learning
Dor Abrahamson Berkeley School of Education mathematical cognition, design-based research, mixed-media design for mathematics learning environments, embodied interaction
Charisma Acey Dept of City & Regional Planning water, sanitation, basic services delivery, food justice, urban agriculture, poverty alleviation, environmental sustainability, environmental justice, urban governance, participatory planning, community-based development, international development, development planning, sustainable development, African studies
Alice M. Agogino Dept of Mechanical Engineering intelligent learning systems, information retrieval and data mining, multiobjective and strategic product design, nonlinear optimization, probabilistic modeling, intelligent control and manufacturing, sensor validation and fusion and diagnostics, wireless sensor networks, multimedia and computer-aided design, design databases, design theory and methods, MEMS Synthesis and CAD, artificial intelligence and decision and expert systems, gender equity
Adrian Aguilera School of Social Welfare mobile technology (mHealth) and mental health, digital health, Latino & minority mental health, health disparities, cognitive-behavioral therapy for depression, machine learning, user centered design, implementation science
Alper Atamturk Dept of Industrial Engineering & Operations Research logistics, integer programming, computational optimization, robust optimization
David Bamman School of Information natural language processing, machine learning, digital humanities, computational social science
Peter Bartlett Dept of Statistics Division of Computer Science/EECS machine learning, statistical learning theory, adaptive control
Alexandre Bayen Division of Electrical Engineering/EECS control, optimization, machine learning, Applications: transportation; mobile sensing ; connected health
Gašper Beguš Dept of Linguistics computational linguistics, machine learning, artificial intelligence, Generative AI, Deep Learning, speech processing, NLP, phonology, articulatory and acoustic phonetics, historical linguistics, Indo-European linguistics
Joshua Bloom Dept of Astronomy machine learning, gamma-ray bursts, supernovae, time-domain astronomy, data-driven discovery
Travis J. Bristol Berkeley School of Education race and gender, urban schooling, organizational contexts of teachers' work, educational equity, African American students in schools
Stephen Brohawn Dept of Molecular & Cell Biology Helen Wills Neuroscience Institute neurobiology, Structural Biology, biophysics
John F. Canny Division of Computer Science/EECS computer science, activity-based computing, livenotes, mechatronic devices, flexonics
Van P. Carey Dept of Mechanical Engineering mechanical engineering, statistical thermodynamics, near-interface micro- and nanoscale thermophysics and transport in liquid-vapor systems, computational modeling and simulation of energy conversion and transport processes at scales ranging from the molecular level to the device and system level, use of machine learning to enhance energy technology research and the efficiency of energy conversion and transport in applications, and use of machine learning to create next-generation energy technologies that autonomously adapt to maximize their performance and reduce their environmental impact .
Jose M. Carmena Division of Electrical Engineering/EECS Helen Wills Neuroscience Institute brain-machine interfaces, neural ensemble computation, neuroprosthetics, sensorimotor learning and control
Gerbrand Ceder Dept of Materials Science and Engineering energy storage, computational modeling, machine learning
Jennifer Chayes Dept of Mathematics Dept of Statistics Division of Computer Science/EECS phase transitions in computer science, structural and dynamical properties of networks, graphons, machine learning, ethical decision making, climate change
Lawrence Cohen Dept of Anthropology Dept of South and Southeast Asian Studies social cultural anthropology, medical and psychiatric anthropology, critical gerontology, lesbian and gay studies, feminist and queer theory
Anne Collins Dept of Psychology Helen Wills Neuroscience Institute learning, decision making, computational modeling, executive functions
Anne E. Cunningham Berkeley School of Education education, literacy, reading development, children and technology, teacher professional development