Find UC Berkeley Faculty

Research Expertise and Interest

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Name

Department

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

Daniel McFadden

Dept of Economics

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

Ming Gu

Dept of Mathematics

mathematics, scientific computing, numerical linear algebra, convex optimization

James Demmel

Dept of Mathematics

Division of Computer Science (EECS)

computer science, scientific computing, numerical analysis, linear algebra

Alex Dimakis

Division of Electrical Engineering (EECS)

generative models

Peter Bickel

Dept of Statistics

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

Patrick Hsu

Dept of Bioengineering

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

Darian Longmire

Dept of Art Practice

mixed media, printmaking, Abstraction, Black studies, Black contemporary art

Megan Mills-Novoa

Dept of Environmental Science, Policy & Management

climate change adaption, energy transitions, political ecology of global change, critical development studies, water justice, participatory mixed methods, Latin America

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

Dor Abrahamson

School of Education

mathematical cognition, design-based research, mixed-media design for mathematics learning environments, embodied interaction

David Anthoff

Dept of Energy & Resources Group

environmental economics, climate policy, integrated assessment models

Vladimir Stojanovic

Division of Electrical Engineering (EECS)

integrated circuits, silicon photonics, high-speed links, mixed-signal circuits, VLSI, emerging device technologies

Gail S. Brager

Dept of Architecture

architecture, high-performance buildings, energy use, indoor environmental quality, post-occupancy evaluation, comfort and adaptation in buildings, natural ventilation and mixed mode

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

Misbath Daouda

School of Public Health

climate and health equity, just energy transitions and interventions, environmental justice, maternal and child health, mixed methods

Cassondra Marshall

School of Public Health

contraceptive care, reproductive health, maternal health, implementation science, Mixed methods research, community engagement, doula care

Maria Laura Delle Monache

Dept of Civil and Environmental Engineering

control, transportation, traffic flow theory and control, nonlinear partial differential equations, mathematical modeling, mixed autonomy transportation

Robert Van Houweling

Dept of Political Science

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

Jun-Chau Chien

Division of Electrical Engineering (EECS)

biosensors, bioelectronics, microfluidics, molecular engineering, analog, RF/mm-wave, mixed-signal circuits, microsystems design, multi-physics, silicon photonics

David Harding

Dept of Sociology

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

Joel Fajans

Dept of Physics

astrophysics, plasma processing, physics, basic plasma physics, non-neutral plasmas, basic plasma physics experiments, pure electron plasma traps, cyrogenic plasmas, plasma bifurcations, basic non-linear dynamics, autoresonance

Ayesha S. Mahmud

Dept of Demography

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

David Foster

Dept of Neuroscience

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

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