Find UC Berkeley Faculty

behavior, cognition, brain, psychology, birdsong, vocal learning, audition, neurophysiology, speech perception, computational neuroscience, theoretical neuroscience

latent variable models, choice modeling, econometric modeling, sampling theory, production theory, consumer theory

culture, family, child development, developmental psychopathology, immigrants, public impact research/scholarship, community-engaged research/scholarship

development, education, cognition, human development, development of social judgments and action, the development of moral reasoning, children’s conceptions of authority, rules in school settings, culture and social development

behavioral neurophysiology of spatial learning and memory, hippocampus replay, computational models of reinforcement learning and navigationf

generative models

cardiovascular biomechanics, computational mechanics, computational fluid dynamics, thrombosis, medical image processing, dynamical systems, fluid dynamics, Lagrangian coherent structures, mathematical modeling

climate change, uncertainty of extremes, climate modeling, coupled models of the climate system, global climate models, solar and terrestrial radiation

generative biology, language models, virtual cell models, genome mining and editing, synthetic biology, AI agents for science

thinking, teaching, learning, productive learning environments, professional development, mathematics education, modeling thinking and decision making

Infectious disease dynamics, methodological issues in infectious disease surveillance, infectious diseases, infectious disease epidemiology, global environmental change, climate change, global change, urbanization, mathematical modeling, computational modeling

computer science, electrical engineering, vision science, computer vision, robotics

computer graphics, fluid dynamics, computer simulation, physically based animation, finite element simulation, human perception, image forensics, video forensics, computer animation, special effects for film, video game technology, motion capture, machine learning, facial animation, artificial intelligence, geometric algorithms, geometric design and modeling

education, literacy, reading development, children and technology, teacher professional development

continuum mechanics, computational mechanics, contact mechanics, computational plasticity, materials modeling, solid mechanics, applied mathematics, dynamics of pseudo-rigid bodies

statistics, empirical process, high-dimensional modeling, technology in education

mechanical engineering, use of machine learning to develop high performance energy conversion and thermal management technologies, micro-to-nanoscale modeling of the thermophysics of multiphase systems, waste plastic transport in environmental watersheds, waste plastic recycling

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

applications of artificial intelligence and machine learning in engineering and sciences, structural mechanics, computational mechanics, computational materials, computational mechanics and computational physics, finite element methods and meshfree particle methods, ferroelectric and piezoelectric materials, atomistic simulation and multiscale simulations, nonlinear continuum mechanics, soft matter mechanics, wave propagations, modeling and simulation of fracture, dislocations, modeling and simulation of material failures, nano-mechanics, bio-mechanics and bio-physics, cellular mechanics, micromechanics & composite materials, mechanics and physics of amorphous materials

marine mammals, pre-clinical models of disease

flexible and pragmatic uses of language, representation of abstract concepts, linguistic relativity, social cognitive development in different cultural contexts

environmental economics, climate policy, integrated assessment models

behavioral modeling, discrete choice analysis, travel behavior

signal processing, image processing, computer vision, Deep Learning