Find UC Berkeley Faculty

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

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

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

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

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

integrable probability, random matrices, asymptotic representation theory, 2d statistical mechanics, interacting particle systems, high-dimensional statistics

computer science, geometric design and modeling, computer graphics, computer aided cornea modeling and visualization, medical imaging, virtual environments for surgical simulation

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

advanced manufacturing, 3D printing systems, fire propagation and control, UAVs and swarms, ballistic fabric shielding, food-system modeling, pandemic modeling

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

energy storage, computational modeling, machine learning, autonomous laboratories

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

physics, condensed matter physics, fullerenes, condensed matter experiments, characterize novel materials with unusual electronic and magnetic ground states, low-dimensional and nanoscale structures, superconductors, giant magnetoresistance materials, nanotubes, graphene, boron nitride nanostructures, neural probes, NEMS (nanoelectromechanical systems)

physics, astrophysics, geophysics, nonlinear dynamics of dissipative systems, bifurcation theory, low-dimensional behavior of continuous systems, theory of nonlinear waves, pattern formation in fluid systems, geophysical and astrophysical fluid dynamics, turbulence

applications of artificial intelligence and machine learning in engineering and sciences, structural mechanics, computational mechanics, computational materials, computational mechanics and computational physics, finite element methods and meshfree particle methods, ferroelectric and piezoelectric materials, atomistic simulation and multiscale simulations, nonlinear continuum mechanics, soft matter mechanics, wave propagations, modeling and simulation of fracture, dislocations, modeling and simulation of material failures, nano-mechanics, bio-mechanics and bio-physics, cellular mechanics, micromechanics & composite materials, mechanics and physics of amorphous materials

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

biostatistics, educational statistics, latent variable models, missing data methods, multilevel models, generalized linear latent and mixed models, hierarchical models, longitudinal data, Item response models, structural equation models

analog integrated circuits, RF microwave circuits, biomedical CMOS sensors, communication systems, scientific computing, applied electromagnetics, mm-waves, THz, radar, mm-wave and microwave imaging

statistics, machine learning, data science, applied statistics, statistical computing, computational biology, computational genomics, precision medicine, precision health

particle physics, precision measurements, electroweak interactions, neutrino physics, QCD, BaBar, E158, CUORE, Mu2e

quantum gravity, cosmology, Theoretical Particle Physics, quantum information

cosmology, physics, measurement and interpretation of anisotropies of the cosmic microwave background, the universe, density of energy, baryonic matter in the universe, the degree angular scale interferometer, the arcminute cosmology bolometer array

mathematical statistics, applied probability, statistical learning theory

microbiology, Biomineralization, bacterial organelles, magnetic nanoparticles