Find UC Berkeley Faculty

causal inference, machine learning, nonparametric statistics, responsible AI, algorithmic fairness

gender and sexuality, computational social science, archival data analysis, science and technology

culture, cognition, social networks, social capital, organizational sociology, formal organizations, social influence

poverty, inequality, causal inference, mixed methods, incarceration, prisoner reentry, education, neighborhoods, urban, community, adolescence, public impact research/scholarship

sociology, trust, social media, social psychology, misinformation, disinformation, social networks, collective action, social exchange, information exchange, social incentives, reputation, internet research, online research, online behavior, human-computer interaction, data science, biosensors, virtual reality

culture, social theory, political sociology, economic sociology, comparative methods, knowledge and science

cognition, cognitive science, artificial intelligence, learning, Problem solving, Reasoning, decision-making, Bayesian statistics, natural language processing, machine learning, computational modeling, collective decision-making, social networks

natural language processing, machine learning, digital humanities, computational social science, data science

computer science, neuroscience, cognitive science, robotics, artificial intelligence, machine perception, image processing, artificial vision, medical image processing, information technology and humanities and social sciences

history of science, History of Mathematics, history of technology, science and society, science studies, STS

social informatics, digital transformation, knowledge, social and cultural studies

artificial intelligence, machine learning, theoretical computer science, game theory and mechanism design

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

digital health, depression interventions, cognitive behavioral therapy, health equity, machine learning, implementation science

logic, social choice theory

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

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

demography, social networks, quantitative methodology

atmospheric science, climate dynamics, monsoons, Earth's hydrological cycle

Problem solving, knowledge representation & reorganization, explanatory coherence & inference, conceptual change, societal implications, science instruction, global climate change psychology, numeracy in journalism, naïve/informal physics, computational models of cognition, perceptual-cognitive interactions, intelligent tutoring systems, understandings of biological evolution, Reasoning, qualitative & quantitative thinking

online marketing, search advertising, network economics, social networks

computer-mediated communication, human-computer interaction, artificial intelligence, community-engaged research / scholarship, research practice partnership, social justice research

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

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