Find UC Berkeley Faculty

Research Expertise and Interest

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

Name

Department

Dept of Statistics

machine learning, variational inference, Bayesian methods, robustness quantification, applied statistics

Michael DeWeese

Dept of Neuroscience

Dept of Physics

machine learning, computation, systems neuroscience, auditory cortex, neural coding, statistical mechanics

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

Mark Gergen

contracts, torts, federal income taxation, partnership tax

Jacob Steinhardt

Jacob Steinhardt

Dept of Statistics

artificial intelligence, machine learning

photo of Susan Hyde

Susan Hyde

Dept of Political Science

election fraud, democracy promotion, elections, election violence, international norms, field experiments, foreign aid, public impact research/scholarship, community-engaged research/scholarship, research practice partnership

Photo of Jovan Scott Lewis

Jovan Scott Lewis

Dept of Geography

Jamaica and the USA, constructions and inffrastructures of poverty, inequality, race (blackness), economy, reparations

Dept of Statistics

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

Marla Feller in front of physiology equipment

Dept of Molecular & Cell Biology

Dept of Neuroscience

neurophysiology, developmental neuroscience

Huiwen Jia

Dept of Industrial Engineering & Operations Research

stochastic and robust optimization, machine learning, online learning algorithms, transportation, Revenue Management, service system design

Dan Weisz

Dept of Astronomy

observational astrophysics, galaxies, stars, cosmology, early Universe, dark matter

Ahmed Alaa

Computational Precision Health Program

machine learning and artificial intelligence, health care, statistics

Aditi Krishnapriyan

Aditi Krishnapriyan

Dept of Chemical & Biomolecular Engineering

Division of Computer Science (EECS)

machine learning, geometric deep learning, differentiable physics, dynamical systems, numerical methods, computational geometry, optimization

Tesha Sengupta-Irving

School of Education

STEM education, learning sciences, inequality & resistance, politics of learning, case study & design-based research

Angjoo Kanazawa

Angjoo Kanazawa

Division of Computer Science (EECS)

CS-vision, graphics, machine learning

School of Public Health

machine learning, medicine, health policy

Division of Computer Science (EECS)

machine learning, data science, artificial intelligence

Ann Kring

Dept of Psychology

schizophrenia, emotion, mental illness, psychology

Dora Silva Santana

Dept of Gender and Women's Studies

Black trans studies, Black queer and trans feminist theory, global south epistemologies, Black poets, visual culture - media - and technology

Dept of Economics

economics, experimental economics, behavioral economics, networks, microeconomic theory, social learning

School of Public Health

Precision Medicine, causal inference, adaptive experiment, machine learning and artificial intelligence

Dept of Neuroscience

School of Optometry

cognitive neuroscience, pharmacology, psychedelics, learning, attention, visual perception, neuroimaging

Jack Tseng

Dept of Integrative Biology

paleontology, jaws, bite force, macroevolutionary trends and patterns, mammals, vertebrates, evolution, vertebrate evolutionary morphology, mammalian systematics, evolution of form and function

Song Mei

Dept of Statistics

data science, statistics, machine learning

Professor Ahmad Omar sitting in front of a glass whiteboard marked with equations related to his research.

Ahmad Omar

Dept of Materials Science and Engineering

statistical mechanics, active matter, biophysics, physical chemistry, polymer science, directed self-assembly