Find UC Berkeley Faculty

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

chemical kinetics, computer modeling, uncertainty quantification, combustion chemistry, pollutant formation (carbon black, soot), chemical vapor deposition of diamond films, homogeneous nucleation of silicon, diamond and graphene, diamond powders; interstellar dust formation

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

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

3D printed buildings, additive manufacturing, earth architecture, mud, artificial intelligence, U.S.-Mexico border wall, arid landscapes, ranching, acequias, alipne deserts, ceramics, rural architecture, ruralism, animation, digital modeling, furry buildings, unnatural materials, rasquachetecture

architecture, building design, BIM, integrated project delivery, building construction, school design, housing design, net zero energy desig, nurban design, building integrated modeling, IPD, design-build, prefabricated, modular, architecture in China, architecture in Japan, urban water

design theory and methods, automation, decision-making applied to engineering teams and individuals, ideation and creativity, analogical reasoning in design, preference modeling and design attribute optimization, design cognition, neuroimaging methods applied to design, sustainable design, New product development, crowdsourcing and collaboration

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

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

lean construction, lean production, design management, sustainability, supply-chain management, life-cycle engineering, civil infrastructure systems, adaptive project leadership, engineering project management, megaproject delivery, construction process engineering, integrated project delivery IPD, building information modeling BIM, virtual design and construction VDC

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

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

chromosome structure and function, higher order chromosome structure, cell cycle controls, chromosome remodeling and reorganization during meiosis, spatial pattern formation in eukaryotic and prokaryotic cells, genome mapping, eukaryotic genomes, whole-genome analysis

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

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

causal inference, targeted learning, statistical issues in epidemiology, precision medicine and public health

mathematical statistics, applied probability, statistical learning theory

applied mathematics, mathematical analysis, probability, numerical analysis, optimization, Monte Carlo methods

theory, algorithms, streaming algorithms, dimensionality reduction, randomized algorithms, machine learning, privacy

Composites, additive manufacturing, in-situ monitoring and process control, artificial intelligence and machine learning, bioinspired materials

metabolism, biomechanics, butterflies, energetics, flight, gliding, hummingbirds, insects, paleophysiology

machine learning, computation, systems neuroscience, auditory cortex, neural coding, statistical mechanics

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