Find UC Berkeley Faculty

Research Expertise and Interest

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

Name

Department

Fernando Perez

Dept of Statistics

data science, Educational Data Science, scientific computing

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

Zachary Pardos

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

Song Mei

Dept of Statistics

data science, statistics, machine learning

Emma Pierson

Division of Computer Science (EECS)

data science, machine learning, inequality, Healthcare

Dana Miller-Cotto

School of Education

educational equity, early childhood education, cognitive processes, early math learning, social contexts of education

Benjamin Recht

Division of Computer Science (EECS)

machine learning, data science, artificial intelligence

Bin Yu

Dept of Statistics

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

David Holtz

Haas School of Business

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

Tina Trujillo

School of Education

educational equity, urban schooling, educational leadership, high stakes accountability, school improvement, educational policy, educational management and administration

Michelle Young

School of Education

educational leadership, policy analysis, critical theory, educational equity

Sophia Rabe-Hesketh

School of Education

biostatistics, educational statistics, latent variable models, missing data methods, multilevel models, generalized linear latent and mixed models, hierarchical models, longitudinal data, Item response models, structural equation models

Woman wearing a red jumpsuit while presenting

Gina Garcia

School of Education

educational equity, educational justice, organizational theory

Thomas Courtade

Division of Electrical Engineering (EECS)

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

David Bamman

School of Information

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

Aditya Parameswaran

Division of Computer Science (EECS)

School of Information

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

Cathryn Carson

Dept of History

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

Janelle Scott

School of Education

Dept of African American Studies

educational policy, charter schools, politics of education, race and education, school choice, desegregation, philanthropy and education, advocacy

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

Aaron Streets

Dept of Bioengineering

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

Scott Moura

Dept of Civil and Environmental Engineering

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

Lee Bernstein

Dept of Nuclear Engineering

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

Greg Niemeyer

Dept of Art Practice

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

Carl Boettiger

Dept of Environmental Science, Policy & Management

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

Sarah Chasins

Division of Computer Science (EECS)

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

Lab principal investigator wearing a hard hat carrying a cooler of samples in a forest

Benjamin Wong Blonder

Dept of Environmental Science, Policy & Management

climate change, science education

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