Find UC Berkeley Faculty

operations management, operations research, machine learning, human-computer interaction, decision-making, behavioral science, behavioral economics, service operations, applied econometrics

algorithms, applied probability, statistics, random walks, Markov chains, computational applications of randomness, Markov chain Monte Carlo, statistical physics, combinatorial optimization

computational biology, machine learning, applied probability and statistics

elections, astrophysics, law, statistics, litigation, causal inference, inverse problems, geophysics, uncertainty quantification, educational technology, soil science, race and gender bias and discrimination, nonparametrics, climate, natural disasters, sustainable food systems, seismology earthquakes earthquake hazard mitigation earth structure tomography natural hazards, public impact research/scholarship, community-engaged research/scholarship, community-based research partnerships, social justice research, research in the public interest

American politics, political behavior, political psychology, public opinion, voting and elections, political socialization, research design and empirical methods

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

statistical computing, applications in public health, high-dimensional data analysis, nonparametric inference, artificial intelligence, machine learning

population ecology, mathematical modeling and statistics

targeted learning, real-world data integration in RCTs, sequential adaptive designs, computational biology and genomics, censored data and survival analysis, medical research, inference in longitudinal studies

statistical machine learning, statistics, Optimization and algorithmss., artificial intelligence

Precision Medicine, causal inference, statistical genetics, adaptive experiment

American politics, race and ethnic politics

measurement, psychometrics, assessment, development of assessment resources, assessment systems

artificial intelligence, health

machine learning, trustworthy data science and AI, interdisciplinary research in biomedicine, neuroscience, and climate science.

statistics, organization, psychology, research methodology, industrial, social psychology, personnel, cross-cultural work values, decision-making research, work and family issues, the work values of Chinese employees

Bayesian epistemology, decision theory, philosophy of probability, Chinese philosophy

simulation, Generative AI

mathematical statistics, applied probability, statistical learning theory

earthquake physics, geophysical signal discovery

marketing, biotechnology, water, risk management, biofuels, natural resources, agricultural and environmental policy, the economics of innovation