Find UC Berkeley Faculty

Research Expertise and Interest

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

Name

Department

Barbara Romanowicz

Barbara Romanowicz

Dept of Earth and Planetary Science

earth & planetary science, deep earth structure & dynamics, earthquake processes & scaling laws, real time estimation of earthquake parameters, development of modern broadband seismic and geophysical observatories, planetary seismology

Dept of Earth and Planetary Science

hydrogeology, fluid mechanics, geomorphology, earth & planetary science, geological processes involving fluids, including problems in physical volcanology, geodynamics, dynamics of suspensions, flow & transport in porous materials, percolation theory

Dept of Environmental Science, Policy & Management

biogeochemistry, iron reduction, metals and contaminants, soil aggregates, selenium kinetics of organic matter degradation, nitrate reduction, soil and environmental biogeophysics, biogeochemical cycles, fate and transport of nutrients, sulfate reduction, wetland soils, littoral sediments, spatial variation in biogeochemical processes

Aila Matanock at work in Berkeley

Dept of Political Science

post-conflict elections, policing, peace processes, civil conflict, foreign intervention, armed actor governance, armed actor social support, counterinsurgency, survey experiments, mixed-method research design, Central America, Colombia, Solomon Islands, West Africa

Dept of Political Science

causal inference, survey data analysis

Dept of Statistics

statistics, empirical process, high-dimensional modeling, technology in education

Karthik Shekhar

Karthik Shekhar

Dept of Chemical & Biomolecular Engineering

cellular and systems biology, statistical inference, single-cell genomics

Dept of Statistics

causal inference, health services & policy analysis, biostatistics, discrete optimization

Peng Ding

Dept of Statistics

Statistical causal inference, missing data, Bayesian statistics, applied statistics

School of Public Health

infectious diseases, antimicrobial resistance, public health surveillance, mathematical modeling, Bayesian inference

Dept of Statistics

causal inference, machine learning, nonparametric statistics, responsible AI, algorithmic fairness

School of Public Health

Precision Medicine, causal inference, adaptive experiment, machine learning and artificial intelligence

Dept of Statistics

machine learning, variational inference, Bayesian methods, robustness quantification, applied statistics

Maya L. Petersen

School of Public Health

Computational Precision Health Program

causal inference, precision health, targeted learning, HIV, global health, pandemics

Stephanie Zonszein

Dept of Political Science

immigrant integration, intergroup relations, causal inference, race and ethnic politics, political behavior

School of Public Health

causal inference, targeted learning, statistical issues in epidemiology, precision medicine and public health

Dept of Political Science

comparative politics, Russian politics, democracy, religion and politics, legislative process

Ryan Tibshirani giving a whiteboard talk

Ryan Tibshirani

Dept of Statistics

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

Kirk Bansak

Dept of Political Science

causal inference, experimental design and analysis, algorithmic decision-making, refugee resettlement and asylum politics, public opinion, survey methodology

Grace Gu

Dept of Mechanical Engineering

Composites, additive manufacturing, in-situ monitoring and process control, artificial intelligence and machine learning, bioinspired materials

Puck Engman

Dept of History

history of socialism, social revolution, law and state, historical justice, political communication, bureaucratic process

Xiudi Li

School of Public Health

causal inference, data integration, federated learning and transfer learning, electronic health records, clinical trials, High Dimensional Data Analysis

Dept of Political Science

political economy, ethnic politics, comparative clientelism in developing countries, research design, causal inference, statistical methods, multi-method research

Division of Electrical Engineering (EECS)

electrical engineering, computer sciences, integrated circuits, sensors, micro electromechanical systems, signal processors, frequency control, RF communications, micromachining technology

Dept of Sociology

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