Find UC Berkeley Faculty

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

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

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

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

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

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

neuroscience, aging, dementia, stress, epilepsy, traumatic brain injury, blood brain barrier, resilience, trauma, psychedelics, glia, myelin

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

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

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

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

robotics, dynamics, design-based research, exoskeleton systems, bioinspired robots, marine systems, dexterous manipulation, hands, grasping, Mechanism Design, human-robot interaction

meiosis, translation, sORFs, stress responses

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

finite elasticity, mechanics, continuum, shell theory, variational methods, stability, surface stress, capillary phenomena, mechanics of thin films

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

molten salt, graphite, advanced nuclear reactors, tritium, fusion blankets, electrochemistry, corrosion, thermodynamics, nuclear reactor safety, nuclear reactor design, nuclear reactor licensing, nuclear energy, advanced reactors, high temperature rheology, high temperature tribology, engineering ethics, ethics

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

social and emotional learning, social work, prevention, mental health, coalition, collaboration, research practice partnership, strength, school, assessment, screening, resilience, translation, dissemination, implementation, communities that care, children, DESSA, community-engaged research/scholarship, research practice partnerships

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

neurobiology; psychophysics, primate visual cortex, neural circuits, brain mechanisms, response modifications, active perception, learning, stereoscopic vision, optometryoptics of the eye, ophthalmic instrumentation

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

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

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