Find UC Berkeley Faculty

cyber-physical systems and design automation, control and intelligent systems and robotics, integrated circuits, computer architecture & engineering, artificial intelligence, power and energy, programming systems, security

computational linguistics, machine learning, artificial intelligence, Generative AI, Deep Learning, speech processing, NLP, phonology, articulatory and acoustic phonetics, historical linguistics, Indo-European linguistics

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

computational biology, machine learning, artificial intelligence, genomics, personal genome interpretation, precision health, rare diseases, statistical genetics, molecular biology, biophysics

operations management, operations research, machine learning, human-computer interaction, decision-making, behavioral science, behavioral economics, service operations, applied econometrics

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

unsupervised language acquisition, efficient algorithms for NLP, linguistically rich models of language, integrating symbolic and statistical methods for NLP, organization of the web, machine translation, information extraction

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

Theoretical Fluid Dynamics, Nonlinear Wave Mechanics, ocean and coastal waves phenomena, ocean renewable energy (wave, Tide and Offshore Wind Energy), Nonlinear Dynamical Systems, Fluid Flow Control, ocean renewable energy

embedded and cyberphysical systems, artificial intelligence, AR/VR, computer science, robotics, arial robots, cybersecurity, cyber defense, homeland defense, nonholonomic systems, control of hybrid systems, sensor networks, interactive visualization, robotic telesurgery, rapid prototyping

cognition, cognitive science, artificial intelligence, learning, Problem solving, Reasoning, decision-making, Bayesian statistics, natural language processing, machine learning, computational modeling, collective decision-making, social networks

statistical and sparse signal processing, adversarial and distributed machine learning, coded computing, privacy and security, scalable distributed video-on-demand delivery, coding theory, communications, information theory, peer-to-peer networking, blockchains

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

folklore, Danish culture, Danish cinema, Danish literature, 19th and 20th Century Scandinavian literature, digital humanities, culture analysis, machine learning, networks, Korean culture, public impact research/scholarship, community-engaged research/scholarship

intelligent learning systems, information retrieval and data mining, multiobjective and strategic product design, nonlinear optimization, probabilistic modeling, intelligent control and manufacturing, sensor validation and fusion and diagnostics, wireless sensor networks, multimedia and computer-aided design, design databases, design theory and methods, MEMS Synthesis and CAD, artificial intelligence and decision and expert systems, gender equity

computer graphics, fluid dynamics, computer simulation, physically based animation, finite element simulation, human perception, image forensics, video forensics, computer animation, special effects for film, video game technology, motion capture, machine learning, facial animation, artificial intelligence, geometric algorithms, geometric design and modeling

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

energy, architecture, sustainability, thermal comfort, indoor air quality, building energy efficiency, indoor environment quality, productivity, wellbeing, sustainable building design, personal environmental control system, energy simulation, underfloor air distribution, radiant, post-occupancy evaluation, mechanical systems, heating, building ventilation, climate and architecture, cooling, heat stress, daylighting in buildings

contact mechanics, fracture and fatigue of engineering materials, finite element modeling of surface contact and machining, thin-film processing and characterization, adhesion and fatigue of MEMS devices, plasma-assisted surface functionalization of biomaterials, surface patterning for cell adhesion and growth control, mechanics & tribology of magnetic recording devices, microfibrous scaffolds for tissue engineering, tribology and mechanics of artificial joints, mechanical metamaterials

crime, criminal justice, drug control, gender, health disparities, inequality, law, mass incarceration, mental health, mixed methods, policing, policy, poverty, prisons, punishment, race, risk, reentry, substance abuse, trauma, violence, race and gender, artificial intelligence, data science, social work and education, social work, public impact research/scholarship, social justice research

biochemistry, genetics, cancer, biology, microtubule cytoskeleton, cell cycle controls, cellular imaging

Late Modern Europe, Soviet History, Central Asian History

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

labor economics, worker-firm matching, discrimination

inequality, financial crisis, central banking, economic history, early modern Europe