Find UC Berkeley Faculty

Research Expertise and Interest

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

Name

Department

Daryl C. Chrzan

Dept of Materials Science and Engineering

materials science and engineering, computational materials science, metals and metallic compounds, defects in solids, growth of nanostructures

Mary K. Firestone

Mary K. Firestone

Dept of Environmental Science, Policy & Management

soils, miicrobial biology, environmental science

Dept of Statistics

Division of Computer Science (EECS)

machine learning, statistical learning theory, adaptive control

Dept of Earth and Planetary Science

earth & planetary science

Joe Hellerstein

Joseph M. Hellerstein

Division of Computer Science (EECS)

computer science, database systems, distributed systems

Richard S. Dodd

Dept of Environmental Science, Policy & Management

environmental policy, environmental science, forestry, wildlife, plant biology

Michael Mascarenhas

Michael Mascarenhas

Dept of Environmental Science, Policy & Management

environmental justice, critical race theory, Post-colonial theory, Science and Technology studies

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

Nina Maggi Kelly

Dept of Environmental Science, Policy & Management

remote sensing, drones, ecosystem sciences, forests, geoinformatics, participatory web, GIS

Dept of Industrial Engineering & Operations Research

sparse learning, integer programming, computational optimization, robust optimization, logistics

School of Education

knowledge representation, adaptive learning, artificial intelligence, learning analytics, Recommender Systems, higher education, data science, Digital Learning Environments, cognitive modeling, Big Data in Education, Knowledge Tracing, Formative Assessment, intelligent tutoring systems, Online Learning, psychometrics, Educational Data Mining

Sandrine Dudoit

Sandrine Dudoit

Dept of Statistics

School of Public Health

statistics, machine learning, data science, applied statistics, statistical computing, computational biology, computational genomics, Precision Medicine, precision health

Field work in on Oahu

George Roderick

Dept of Environmental Science, Policy & Management

global change, environmental science, sustainability, biodiversity, invasive species, population genomics

Park Sinchaisri

Park Sinchaisri

Haas School of Business

operations management, operations research, machine learning, human-computer interaction, decision-making, behavioral science, behavioral economics, service operations, applied econometrics

Sanjam Garg

Division of Computer Science (EECS)

cryptography, cybersecurity, theoretical computer science

Dept of Environmental Science, Policy & Management

theoretical ecology, stochastic processes, optimal control, decision theory, ecoinformatics, data science, tipping points

J. Merrill Shanks

J. Merrill Shanks

Dept of Political Science

political science, election behavior, public opinion

Ignacio Chapela

Ignacio Chapela

Dept of Environmental Science, Policy & Management

agriculture, biotechnology, environmental science, microbial biology, policy and management

Kannan Ramchandran

Kannan Ramchandran

Division of Computer Science (EECS)

Division of Electrical Engineering (EECS)

statistical and sparse signal processing, adversarial and distributed machine learning, coded computing, privacy and security, scalable distributed video-on-demand delivery, coding theory, communications, information theory, peer-to-peer networking, blockchains

David Romps

Dept of Earth and Planetary Science

climate, atmosphere, atmospheric science, weather, clouds, fluid dynamics

Dept of Statistics

data science, Educational Data Science, scientific computing

Dept of Astronomy

Dept of Earth and Planetary Science

radio, planetary science, infrared, observations

Michelle Wilkerson

Michelle Wilkerson

School of Education

K-12 math and science education, science education, mathematics education, computing education, design-based research, computers in K-12 education, data literacy, data science education

Division of Computer Science (EECS)

computer science, activity-based computing, livenotes, mechatronic devices, flexonics

Jennifer Listgarten

Jennifer Listgarten

Division of Computer Science (EECS)

artificial intelligence, machine learning, computational biology, protein engineering, statistical design of experiments, statistical machine learning, experimental design