Find UC Berkeley Faculty

Research Expertise and Interest

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

Name

Department

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

Dept of Statistics

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

David Auslander

David M. Auslander

Dept of Mechanical Engineering

control systems, simulation, mechatronics, real time software, energy management, satellite attitude control, demand response, machine control

Lucas Vargas Zeppetello

Dept of Environmental Science, Policy & Management

global climate change, land-atmosphere interactions, ecohydrology, ecosystem response to climate change

Manuela Girotto's photo

Manuela Girotto

Dept of Environmental Science, Policy & Management

hydrologic response, natural and human driven processes, remote sensing, sea level change, snow hydrology

Filip C. Filippou

Dept of Civil and Environmental Engineering

nonlinear analysis of structures, finite element analysis, seismic response simulation, seismic evaluation of structures by computer analysis

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

Ann Keller

School of Public Health

political science, health politics, public policy, public administration, disaster response, expertise in public decision-making

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

Gerald Westheimer

Gerald Westheimer

Dept of Molecular & Cell Biology

Dept of Neuroscience

neurobiology; psychophysics, primate visual cortex, neural circuits, brain mechanisms, response modifications, active perception, learning, stereoscopic vision, optometryoptics of the eye, ophthalmic instrumentation

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

Dept of Neuroscience

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

Ayesha S. Mahmud

Ayesha S. Mahmud

Dept of Demography

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

Dept of Economics

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

Daniel McFadden

Daniel McFadden

Dept of Economics

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

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

Alan Tansman in outdoor setting

Dept of East Asian Languages and Cultures

Modern Japanese Literature, literary and cultural theory, aesthetics and politics, Comparative Responses to Violence, literary history

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

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

Gloria Brar

Dept of Molecular & Cell Biology

meiosis, translation, sORFs, stress responses

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