Find UC Berkeley Faculty

Research Expertise and Interest

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

Name

Department

Ryan Tibshirani giving a whiteboard talk

Ryan Tibshirani

Dept of Statistics

statistical computing, applications in public health, high-dimensional data analysis, nonparametric inference, artificial intelligence, machine learning

Xiudi Li

School of Public Health

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

Dept of Statistics

statistics, empirical process, high-dimensional modeling, technology in education

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

Adityanand Guntuboyina

Adityanand Guntuboyina

Dept of Statistics

nonparametric and high-dimensional statistics, shape constrained statistical estimation, empirical processes, statistical information theory

Dept of Statistics

applied statistics, functional genomics, translational bioinformatics, high dimensional and integrative genomic/genetic data analysis, network modeling, hierarchical multi-lable classification

Dept of Physics

physics, theoretical condensed matter, topological phase transitions, high-temperature superconductivity, organization principles enabling microscopic degrees of freedom to behave cooperatively, matter and their formation mechanisms, low dimensional quantum magnets, strongly correlated Fermi and Bose fluids

Katrin Wehrheim

Katrin Wehrheim

Dept of Mathematics

low-dimensional topology, symplectic topology, geometry/topology

Dept of Political Science

causal inference, survey data analysis

Maya L. Petersen

School of Public Health

Computational Precision Health Program

causal inference, precision health, targeted learning, HIV, global health, pandemics

Michael Hutchings

Michael Hutchings

Dept of Mathematics

mathematics, symplectic geometry, contact geometry, low dimensional topology, dynamics

Ian Agol

Dept of Mathematics

topology of 3-manifolds, interaction hyperbolic geometry, low-dimensional topology

Karthik Shekhar

Karthik Shekhar

Dept of Chemical & Biomolecular Engineering

cellular and systems biology, statistical inference, single-cell genomics

Dept of Statistics

causal inference, health services & policy analysis, biostatistics, discrete optimization

Katherine A. Yelick

Division of Computer Science (EECS)

high performance computing, partitioned Global Address Space programming, communication-avoiding algorithms, automatic performance tuning, high performance data analytics, computational biology

School of Public Health

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

Dept of Statistics

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

School of Public Health

causal inference, targeted learning, statistical issues in epidemiology, precision medicine and public health

Peng Ding

Dept of Statistics

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

Dept of Statistics

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

Kwabena Bediako in lab

Kwabena Bediako

Dept of Chemistry

inorganic chemistry, materials chemistry, heterogeneous catalysis, electrochemistry, quantum transport, optoelectronics, low-dimensional and nanoscale structures

Stephanie Zonszein

Dept of Political Science

immigrant integration, intergroup relations, causal inference, race and ethnic politics, political behavior

School of Public Health

infectious diseases, antimicrobial resistance, public health surveillance, mathematical modeling, Bayesian inference

Raymond Jenaloz

Raymond Jeanloz

Dept of Astronomy

Dept of Earth and Planetary Science

planetary geophysics, high-pressure physics, national and international security, science-based policy

Gerard Marriott

Dept of Bioengineering

Sensors and biosensors, drug delivery systems, optical spectroscopy and microscopy, high-contrast imaging, biomaterials