Find UC Berkeley Faculty

statistics, machine learning, semiparametric models, asymptotic theory, hidden Markov models, applications to molecular biology

stochastic control and games, theory of machine learning and applications to medical and financial data analysis, applied probability and stochastic models

transcription regulation during cellular differentiation, gene expression control mechanism, biophysical rules of nuclear organization

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

physics, particle physics, neutrino oscillation, neutrino mixing parameters, nuclear instrumentation, data mining, neutrino physics

control, intelligent systems and robotics, Cyber-Physical Systems, networks, transportation, applications of system theory to aerospace problems, Systems and Synthetic Biology

public policy, nuclear engineering, energy, resources, risk analysis as applied to global warming, methodological studies of forecasting, hazard assessment, renewable energy technologies, environmental resource management

nanoscience, semiconductors, nanotechnology, physics, condensed matter physics, new properties of condensed matter systems, superconductivity, applications of BCS theory, superluminal velocities

science and society, data science, ethics, artificial intelligence, history of science and technology, history of physics, nuclear waste, intellectual history, interdisciplinarity

theoretical computer science, probability theory, combinatorics, complex networks, statistical physics, artificial intelligence, applications of artificial intelligence and machine learning in engineering and sciences

algorithms, applied probability, statistics, random walks, Markov chains, computational applications of randomness, Markov chain Monte Carlo, statistical physics, combinatorial optimization

wave propagation, Inverse theory, geophysics, Earthquake strong ground motion, Seismic source modeling, Seismic forensics, Nuclear explosion monitoring, Induced seismicity, Volcanic seismicity

Cyber-Physical Systems, System design, Electronic Design Systems, embedded system design, control, integrated circuits, theory, Machine learning applications to Energy Efficient Building and Health

nanoscience, nuclear magnetic resonance, semiconductors, metals, physics, fullerenes, nanotubes, condensed matter theory, surfaces, defects, nanostructure materials, clusters, many-electron effects in solids

catalytic & regulatory mechanisms in enzyme-catalyzed reactions, kinetic, spectroscopic, stereochemical biological techniques, peptide- derived cofactors, nuclear tunneling & role of protein dynamics in catalysis, enzymatic activation of molecular oxygen

mental health, epidemiology, social epidemiology, population health, neighborhood characteristics and health, methodological issues and novel methodological applications in social, traumatic events, substance use, behavioral health, birth outcomes and maternal health

environmental fluid mechanics, wind energy applications, clouds, large-eddy simulation, turbulence modeling, atmospheric boundary layer flow, flow over complex terrain, wildfire smoke transport, methane emissions, urban dispersion modeling, urban air quality

large random combinatorial structures, random matrices, superprocesses & other measure-valued processes, probability on algebraic structures -particularly local fields, applications of stochastic processes to biodemography, mathematical finance, population genetics, phylogenetics & historical linguistics

music, composition, musical application of computer technologies

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

mortgage markets, prepayment modeling, valuation, hedging, term structure modeling valuation of derivative securities, application of non-parametric estimation techniques, pricing of derivatives

physics, existence and formation of black holes in galactic nuclei, the nature of the power source, the evolution of (ultra)luminous infrared galaxies, gas dynamics, the fueling of active galactic nuclei, the properties evolution of starburst galaxies

program analysis, program synthesis, database application performance, big systems, big data, database management, database management systems, database design and construction, programming languages and compilers, programming languages

molecular genetics, drosophila melanogaster, transposable elements, RNA splicing, neurodegenerative diseases, nucleic acid rearrangement reactions, P elements and their cellular host

biological rhythms, seasonality, behavioral endocrinology, melatonin, suprachiasmatic nucleus, reproductive physiology, behavior, ultradian rhythms, sex differences