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

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

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

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

Adityanand Guntuboyina

Adityanand Guntuboyina

Dept of Statistics

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

Vladimir Stojanovic

Vladimir Stojanovic

Division of Electrical Engineering (EECS)

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

Dept of Statistics

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

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

AnnaLee Saxenian

AnnaLee Saxenian

School of Information

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

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 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

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

Dept of Civil and Environmental Engineering

advanced structural systems, structural dynamics, structural design, earthquake engineering, isolation and other high performance systems, use of novel materials in design

Dept of Architecture

architecture, high-performance buildings, energy use, indoor environmental quality, post-occupancy evaluation, comfort and adaptation in buildings, natural ventilation and mixed mode

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

Burkhard Militzer

Burkhard Militzer

Dept of Earth and Planetary Science

density functional methods, equation of state calculations, planetary interiors, materials at high pressure, theoretical mineral physics, path integration Monte Carlo, planet formation, quantum Monte Carlo method

Dept of Mechanical Engineering

mechanical engineering, use of machine learning to develop high performance energy conversion and thermal management technologies, micro-to-nanoscale modeling of the thermophysics of multiphase systems, waste plastic transport in environmental watersheds, waste plastic recycling

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

Laura D'Andrea Tyson

Laura D'Andrea Tyson

Dept of Economics

Haas School of Business

high-technology competition, US industrial and technology policies, international economy, US trade policy, US competitiveness, emerging market economies, multinational companies in the US economy, gender gap (economic participation, educational attainment, political empowerment and health), research and development tax credit