Find UC Berkeley Faculty

artificial intelligence, technology, learning, mathematics, science, education, science teaching, gender equity, design of learning environments

mathematical cognition, design-based research, mixed-media design for mathematics learning environments, embodied interaction

K-12 math and science education, science education, mathematics education, computing education, design-based research, computers in K-12 education, data literacy, data science education

designed learning environments, Cultural dimensions of learning, language and literacy learning for dual language learners, biliteracy, new media literacies, social organization of learning, ethnographic methodology and qualitative approaches to inquiry, design experiment/social design experiments, education of Latino, immigrant, migrant youth, urban education, teacher learning, educational and language policy

school psychology, learning sciences, social research methods

STEM education, learning sciences, inequality & resistance, politics of learning, case study & design-based research

applied statistics, theoretical statistics, Bayesian statistics, machine learning, statistics in social sciences

theoretical computer science, probability theory, combinatorics, complex networks, statistical physics, artificial intelligence, applications of artificial intelligence and machine learning in engineering and sciences

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

machine learning, statistical learning theory, adaptive control

machine learning theory, optimization, statistics, deep learning

robotics, machine learning, artificial intelligence, deep learning

machine learning, network science, human mobility, public health, graph representation learning

CS-vision, graphics, machine learning

machine learning, geometric deep learning, differentiable physics, dynamical systems, numerical methods, computational geometry, optimization

machine learning, society, decision-making

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

cognitive development, language development, learning mechanisms, statistical learning and statistical inference, conceptual development, developmental psychology, word learning, physical reasoning, social cognition in infants and children, learning in infants and young children, computational models of cognitive development, Bayesian probabilistic models, cognitive development and AI models, psychology and philosophy

artificial intelligence, machine learning, computational biology, protein engineering, statistical design of experiments, statistical machine learning, experimental design

attention, curiosity, learning, computational modeling, cognitive development, machine learning, belief formation

sparse learning, integer programming, computational optimization, robust optimization, logistics

natural language processing, machine learning

data science, machine learning, inequality, Healthcare

data science, statistics, machine learning

machine learning, data science, artificial intelligence