Find UC Berkeley Faculty

Research Expertise and Interest

Use quotes to search for an exact phrase. Example: "computational biology"

Name

Department

Dept of Statistics

statistics, machine learning, semiparametric models, asymptotic theory, hidden Markov models, applications to molecular biology

Alistair Sinclair

Dept of Statistics

Division of Electrical Engineering (EECS)

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

Sophia Rabe-Hesketh

Sophia Rabe-Hesketh

School of Education

biostatistics, educational statistics, latent variable models, missing data methods, multilevel models, generalized linear latent and mixed models, hierarchical models, longitudinal data, Item response models, structural equation models

Photo of Alex Dimakis

Division of Electrical Engineering (EECS)

generative models

Patrick Hsu in the lab

Patrick Hsu

Dept of Bioengineering

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

José Pablo Vázquez-Medina

José Pablo Vázquez-Medina

Dept of Integrative Biology

marine mammals, pre-clinical models of disease

William Collins

William Collins

Dept of Earth and Planetary Science

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

Dept of Energy & Resources Group

environmental economics, climate policy, integrated assessment models

Xin Guo

Dept of Industrial Engineering & Operations Research

stochastic control and games, theory of machine learning and applications to medical and financial data analysis, applied probability and stochastic models

Robert Van Houweling

Robert Van Houweling

Dept of Political Science

Congress, political parties, voting behavior, spatial models of candidate competition, experimental methods

Ayesha S. Mahmud

Ayesha S. Mahmud

Dept of Demography

Infectious disease dynamics, disease ecology, mathematical models, Asia, Africa, Central America, climate change

Dept of Neuroscience

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

Daniel McFadden

Daniel McFadden

Dept of Economics

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

Dept of Economics

economics, price theory models of anticompetitive exclusive dealing, switching costs, network effects, formal standardization

Haas School of Business

housing price indices, real estate price dynamics, mortgage valuation models: prepayment and default, mortgage contract design, mortgage backed security trading and valuation, executive stock option valuation, energy efficient mortgage underwriting, climate risk

Fei Xu

Dept of Psychology

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, cognitive development and AI models, psychology and philosophy

Darlene D. Francis

Darlene D. Francis

School of Public Health

biological basis of health disparities, developmental programming, stress, environment x gene interactions, animal models, biopsychosocial approach to health and well-being

Division of Computer Science (EECS)

unsupervised language acquisition, efficient algorithms for NLP, linguistically rich models of language, integrating symbolic and statistical methods for NLP, organization of the web, machine translation, information extraction

Dept of Political Science

political economy or comparative political economy, market governance, regulation, the Japanese model of capitalism, Japanese politics, political science

School of Education

Dept of Psychology

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

Christine A. Parlour with yellow scarf

Christine Parlour

Haas School of Business

Market Design, banking, FinTech, payment systems, clearing and settlement, DeFi, decentralized finance, market microstructure

Haas School of Business

market microstructure, corporate finance, Macro Finance, asset pricing

Ali Kakhbod

Haas School of Business

financial economics, liquidity, market microstructure, big data, contracts

Dept of Economics

minimum wage, living wages, labor market segmentation, low wage labor markets

Jonathan Zwicker

Jonathan Zwicker

Dept of East Asian Languages and Cultures

literature and cultural history of early-modern and modern Japan