Find UC Berkeley Faculty

Research Expertise and Interest

Search by keyword or research area. Use quotes for exact phrases — e.g., "computational biology".

Name

Department

Andrew Bray

Dept of Statistics

statistical computing, data privacy, data science

Dept of Statistics

data science, Educational Data Science, scientific computing

Song Mei

Dept of Statistics

data science, statistics, machine learning

Person placeholder image

Division of Computer Science (EECS)

data science, machine learning, inequality, Healthcare

Dept of Environmental Science, Policy & Management

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

Bin Yu

Dept of Statistics

machine learning, trustworthy data science and AI, interdisciplinary research in biomedicine, neuroscience, climate science

Dept of Statistics

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

Aditya Parameswaran

Aditya Parameswaran

Division of Computer Science (EECS)

School of Information

database management systems, human-computer interaction, data science, information visualization

Yun S. Song

Dept of Statistics

Division of Computer Science (EECS)

artificial intelligence, machine learning, applied probability and statistics, computational biology, computational genomics, human genetics

Division of Computer Science (EECS)

machine learning, data science, artificial intelligence

Jeffrey Lockhart

Dept of Sociology

gender and sexuality, computational social science, archival data analysis, science and technology

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

Thomas Courtade

Thomas Courtade

Division of Electrical Engineering (EECS)

information theory, probability, data compression, communications, computer science

David Bamman in office setting with bookcase in background

School of Information

natural language processing, machine learning, digital humanities, computational social science, data science

Cathryn Carson. Credit: Brandon Sánchez Mejia/UC Berkeley

Dept of History

science and society, data science, ethics, artificial intelligence, history of science and technology, history of physics, nuclear waste, intellectual history, interdisciplinarity

Streets in his Stanley Hall Laboratory. Photo credit: Michelle Tran

Dept of Bioengineering

bioengineering, computational biology, biophysics, data science, microfluidics, microscopy, genomics

Dept of Nuclear Engineering

nuclear science data, nuclear engineering, experimental nuclear physics, isotopes, nuclear astrophysics, nuclear science, nuclear weapons

Scott Moura

Dept of Civil and Environmental Engineering

control systems, optimization, data science, batteries, electric vehicles, energy systems

Dept of Art Practice

art, digital media installations, photography, data science, new technology, video games

Sarah Chasins in Stanley Hall

Division of Computer Science (EECS)

programming systems, human-computer interaction, programming languages, programming languages and compilers, program synthesis, data science

Zaijun Chen

Division of Electrical Engineering (EECS)

physical electronics, artificial intelligence, computer architecture & engineering, information / data / network / communication science, integrated circuits

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

Adam Arkin

Dept of Bioengineering

Systems and Synthetic Biology, Environmental Microbiology of Bacteria and Viruses, Biomanufacturing, Biomedicine, Bioremediation, space, green and sustainable manufacturing, infectious disease, Biological Data Science

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

John Battles pointing out changes in forest composition during a field trip at Blodgett Forest Research Station.

John J. Battles

Dept of Environmental Science, Policy & Management

forest ecology, sustainability, ecosystem dynamics, disturbance ecology, tree demography, carbon ecology and storage, data science, Sierra Nevada, northern forest