Find UC Berkeley Faculty

Research Expertise and Interest

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

Name

Department

Dept of Statistics

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

Adityanand Guntuboyina

Adityanand Guntuboyina

Dept of Statistics

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

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

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

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

Katrin Wehrheim

Katrin Wehrheim

Dept of Mathematics

low-dimensional topology, symplectic topology, geometry/topology

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

Michael Hutchings

Michael Hutchings

Dept of Mathematics

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

Division of Computer Science (EECS)

theory, algorithms, streaming algorithms, dimensionality reduction, randomized algorithms, machine learning, privacy

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

Ian Agol

Dept of Mathematics

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

Gerard Marriott

Dept of Bioengineering

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

John W. Morris, Jr

Dept of Materials Science and Engineering

structural materials, computational materials, the limits of strength, deformation mechanisms, non-destructive testing with SQUID microscopy, mechanisms of grain refinement in high strength steels, lead-free solders for microelectronics

Kwabena Bediako in lab

Kwabena Bediako

Dept of Chemistry

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

Vladimir Stojanovic

Vladimir Stojanovic

Division of Electrical Engineering (EECS)

integrated circuits, silicon photonics, high-speed links, mixed-signal circuits, VLSI, emerging device technologies

Jeffrey R. Long

Jeffrey R. Long

Dept of Chemical & Biomolecular Engineering

Dept of Chemistry

inorganic and materials chemistry, synthesis of inorganic molecules and higher dimensional solids, precise tailoring of chemical and physical properties, gas storage, molecular separations and catalysis in porous materials, magnetic and conductive materials

Eli Yablonovitch

Eli Yablonovitch

Division of Electrical Engineering (EECS)

optoelectronics, physical electronics, high speed optical communications, nanocavity lasers, photonic crystals at optical and microwave frequencies, quantum computing and communication

AnnaLee Saxenian

AnnaLee Saxenian

School of Information

innovation, information management, entrepreneurship, Silicon Valley, regional economic development, high skilled immigration, Asian development

Dept of Civil and Environmental Engineering

earthquake engineering, structural engineering, reinforced concrete, performance-based earthquake engineering, high-rise buildings, lifeline systems, rehabilitation (retrofitting), laboratory testing

School of Education

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

Daniel McKinsey

Daniel McKinsey

Dept of Physics

dark matter, noble gases, cryogenics, high voltages, particle physics, astrophysics, low temperature physics, detector physics, neutrinos

Guanyu Su

Dept of Nuclear Engineering

energy systems and technology, wireless sensor networks, machine learning, thermal hydraulics, heat and mass transfer in molten salt, high temperature thermal energy storage