Find UC Berkeley Faculty

Research Expertise and Interest

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Name

Department

Alex Dimakis

Division of Electrical Engineering (EECS)

generative models

Patrick Hsu

Dept of Bioengineering

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

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

Ramon Weber

Dept of Architecture

computational design, sustainability, structural modeling, generative design, embodied carbon

Peter Bickel

Dept of Statistics

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

A photograph of a handsome professor of Architecture

Kyle Steinfeld

Dept of Architecture

design computation, architectural representation, design methods, Generative AI, artificial intelligence, creativity, ideation and creativity

José Pablo Vázquez-Medina

Dept of Integrative Biology

marine mammals, pre-clinical models of disease

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

David Anthoff

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

Gašper Beguš

Dept of Linguistics

computational linguistics, machine learning, artificial intelligence, Generative AI, Deep Learning, speech processing, NLP, phonology, articulatory and acoustic phonetics, historical linguistics, Indo-European linguistics

Robert Van Houweling

Dept of Political Science

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

David Foster

Dept of Neuroscience

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

Ayesha S. Mahmud

Dept of Demography

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

Joseph Farrell

Dept of Economics

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

Daniel McFadden

Dept of Economics

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

Luisa Caldas

Dept of Architecture

virtual and augmented reality for building design and simulation, net zero energy and sustainable design, parametric and generative design systems for sustainable architecture, daylighting, daylighting in buildings, housing solutions for the developing world and refugee camps

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

Nancy Wallace

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

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

Daniel Klein

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

Michael Ranney

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

Phillip Messersmith

Dept of Bioengineering

Dept of Materials Science and Engineering

adhesion, polymers, regenerative medicine, sustainable polymers, biomimetics, medical devices

Shannon Boettcher

Dept of Chemical & Biomolecular Engineering

Dept of Chemistry

electrochemistry, materials chemistry, heterogeneous catalysis, hydrogen generation, electrolysis, batteries, membrane science

Seung-Wuk Lee

Dept of Bioengineering

nanotechnology, bio-inspired nanomaterials, synthetic viruses, regenerative tissue engineering materials, drug delivery vehicles

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