Find UC Berkeley Faculty

Research Expertise and Interest

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

Name

Department

Dept of Physics

astrophysics, nuclear physics

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

Dept of Physics

nuclear physics, particle physics

Raúl Briceño in outdoor setting

Dept of Physics

nuclear physics, particle physics

Scott Moura

Dept of Civil and Environmental Engineering

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

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

Dept of Bioengineering

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

Dept of Art Practice

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

David E. Wemmer

Dept of Chemistry

nuclear magnetic resonance, nucleic acids, biophysical chemistry: proteins, NMR spectroscopy, magnetic resonance methods, structure of proteins and DNA, conformational fluctuations, biopolymers

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

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

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

Zaijun Chen

Division of Electrical Engineering (EECS)

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

Dept of Energy & Resources Group

Dept of Nuclear Engineering

Goldman School of Public Policy

public policy, nuclear engineering, energy, resources, risk analysis as applied to global warming, methodological studies of forecasting, hazard assessment, renewable energy technologies, environmental resource management

Elizabeth Purdom

Elizabeth Purdom

Dept of Statistics

computational biology, bioinformatics, statistics, data analysis, sequencing, cancer genomics

Ronald Amundson

Ronald Amundson

Dept of Environmental Science, Policy & Management

soils, environmental science, isotope biogeochemistry, pedology, environmental history & ethics, soilsbiogeochemistry, ecosystems

Mark Asta

Dept of Materials Science and Engineering

computational materials science

Ali Kakhbod

Haas School of Business

financial economics, liquidity, market microstructure, big data, contracts

Xiudi Li

School of Public Health

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

Massimo Mazzotti

Massimo Mazzotti

Dept of History

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

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

Photo of Abhishek Nagaraj in outside setting.

Abhishek Nagaraj

Haas School of Business

innovation, entrepreneurship, big data, cartography