Find UC Berkeley Faculty

adaptive control, machine learning, learning and nonlinear control, control of robot manipulators, computer mechatronics systems, micro-electromechanical systems (MEMS), intelligent vehicle, highways systems

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

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

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

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

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

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

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

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

continuum mechanics, climate, geomorphology, glaciers, glaciology, climate history, stable isotopes, geographical thought

privacy, computer security, artificial intelligence

mathematics, scientific computing, numerical linear algebra, convex optimization

cryo-EM, biochemistry, complex biological assemblies, structure and regulation of the cytoskeleton, microtubule dynamics, human transcriptional initiation machinery, epigenetics, gene silencing, biophysics

cognitive development, language development, learning mechanisms, statistical learning and statistical inference, conceptual development, developmental psychology, word learning, physical reasoning, social cognition in infants and children, learning in infants and young children, computational models of cognitive development, cognitive development and AI models, psychology and philosophy

computational genomics, Genomic susceptibility of common diseases, Genomic Tree of Life, Demography of human genome diversity

computational neuroscience, vision science, attention, fMRI, language, natural scene perception, brain encoding, brain decoding

artificial intelligence, database management systems

generative models

mathematical statistics, applied probability, statistical learning theory

large-scale complex systems

artificial intelligence, cyber-physical systems and design automation, computer architecture & engineering

artificial intelligence, enlightenment, early Modern European intellectual history, 20th century European and American intellectual history, history and theory of media and technology, history of political thought

biomedical optics, clinical science, molecular and cell biology, neuroscience