Find UC Berkeley Faculty

Research Expertise and Interest

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

Name

Department

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

Dept of Statistics

data science, Educational Data Science, scientific computing

Bin Yu

Dept of Statistics

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

Person placeholder image

Division of Computer Science (EECS)

data science, machine learning, inequality, Healthcare

Song Mei

Dept of Statistics

data science, statistics, machine learning

A photo of Trevor Keenan

Dept of Environmental Science, Policy & Management

global change, natural climate solutions, Dynamic Vegetation, carbon cycle, ecophysiology, land-atmosphere interactions, biogeochemistry, micrometeorology, remote sensing, mathematics and data science

Division of Computer Science (EECS)

machine learning, data science, artificial intelligence

Dept of Environmental Science, Policy & Management

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

David Holtz

Haas School of Business

online marketplaces and platforms, computational social science, data science, experimental economics

Aditya Parameswaran

Aditya Parameswaran

Division of Computer Science (EECS)

School of Information

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

Massimo Mazzotti

Massimo Mazzotti

Dept of History

history of science, History of Mathematics, history of technology, science and society, science studies, STS

Jennifer Chayes

Jennifer Chayes

Dept of Mathematics

Dept of Statistics

Division of Computer Science (EECS)

phase transitions in computer science, structural and dynamical properties of networks, graphons, machine learning, ethical decision making, climate change

Thomas Courtade

Thomas Courtade

Division of Electrical Engineering (EECS)

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

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

Dept of Bioengineering

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

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

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

David Bamman in office setting with bookcase in background

School of Information

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

Scott Moura

Dept of Civil and Environmental Engineering

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

Dept of Nuclear Engineering

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

Dept of Art Practice

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

School of Education

artificial intelligence, technology, learning, mathematics, science, education, science teaching, gender equity, design of learning environments

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

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

Dept of Political Science

causal inference, survey data analysis

Division of Computer Science (EECS)

computer science, electrical engineering, vision science, computer vision, robotics