Find UC Berkeley Faculty

Research Expertise and Interest

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

Name

Department

Paul Grigas

Dept of Industrial Engineering & Operations Research

optimization, machine learning, data-driven decision-making

Stefania Pandolfo

Stefania Pandolfo

Dept of Anthropology

cultural anthropology, Islam, Middle East, theories of subjectivity, postcolonial criticism, anthropology and literature, the Maghreb, mental illness

David Holtz

Haas School of Business

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

Chiyuma Elliott

Chiyuma Elliott

Dept of African American Studies

poetry and poetics, African American literature, intellectual history - 1920s to the present, Black geography/cultural geography

Elizabeth Purdom

Elizabeth Purdom

Dept of Statistics

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

Jennifer Anne LaFleur

School of Journalism

Data journalism, investigative journalism, disability, inequality, criminal justice

Lexin Li

School of Public Health

neuroimaging data analysis, deep brain stimulation, brain-computer-interface, statistical machine learning, Deep Learning, reinforcement learning, networks data analysis, functional data analysis, tensor analysis, ordinary differential equations, dimension reduction, high dimensional inference

Colleen Lye

Dept of English

postcolonial theory, marxism, critical theory, cultural studies, Asian American literature, 20th and 21st century literature, world literature

Dept of Environmental Science, Policy & Management

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

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 Anthropology

disability, Japan, disability studies, queer studies, LGBTQ communities, social cultural anthropology, medical and psychiatric anthropology, community-engaged research/scholarship, community-based research partnerships

Peng Ding

Dept of Statistics

Statistical causal inference, missing data, Bayesian statistics, applied statistics

Thomas Courtade

Thomas Courtade

Division of Electrical Engineering (EECS)

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

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

A person with long wavy black hair sits facing forward

Dept of Art Practice

performance art, video, sculpture, new genres, feminist and queer theory, Latin American and U.S. Chicana/Latino performance

privacy, information privacy law, data protection law, law and technology

contemporary German literature and media, theories of the contemporary, aesthetics and politics, transnationalism and translation, digital writing, European Jewish literature, literary and cultural theory, theories of the novel

Dept of Geography

China, geography, political economy of development in East Asia, the process of international economic restructuring, cultural and institutional configuration in the processes of Taiwanese direct investment, growth in Chinese cities, business networks

Aditya Parameswaran

Aditya Parameswaran

Division of Computer Science (EECS)

School of Information

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

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

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

Mel Y Chen

Dept of Gender and Women's Studies

queer and feminist theory, disability theory, critical animal studies, materiality studies, cultural politics of race and sexuality and ability and immigration, critical linguistics, paradigms of inter and transdisciplinarity

Dept of Art Practice

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

Bin Yu

Dept of Statistics

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

Sophia Rabe-Hesketh

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