Find UC Berkeley Faculty

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

modeling, control, estimation, smart grids, renewable energy, electricity markets, transportation networks, integrated circuit design and manufacturing

disaster recovery, housing impacts in disasters, loss modeling, performance based design

marine mammals, pre-clinical models of disease

air pollution, atmospheric chemistry, motor vehicle emissions, ozone, sustainable transportation, air quality, emission inventory, photochemical air quality modeling

mathematics, model theory, applications to number theory

population dynamics of exploited species, marine biology, community ecology, ecological modeling, biostatistics

physical electronics, design and modeling and analysis, energy, scientific computing

set theory, large cardinals, inner model theory, infinite combinatorics

infrastructure sensing, infrastructure modeling, performance-based design, underground structures, energy geotechnics, geomechanics

cognitive neuroscience, motivation, decision-making, executive functions, computational modeling

nanoscale transport phenomena, micro/nanofabrication techniques, interfacial optical methods, thermodynamic and interfacial modeling

solid and fluid mechanics, constitutive modeling, computational mechanics, physical applied mathematics

energy storage, computational modeling, machine learning, autonomous laboratories

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

geometric and solid modeling, general purpose computation on the GPU (GPGPU), CAD/CAM, computational geometry, computer graphics and visualization, tool path planning, additive manufacturing, computer vision, Deep Learning

attention, curiosity, learning, computational modeling, cognitive development, machine learning, belief formation

model predictive control, learning-based control, low-temperature plasma processing, machine learning and control for plasmas, semiconductor manufacturing

earthquake engineering, geotechnical engineering, physical and numerical modeling, environmental geotechnics

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

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

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

finance, asset pricing, investments, financial modeling, heavy-tailed risks, insurance

multi-hazard risk analysis, reliability of critical infrastructure systems, climate adaptation and disaster resilience, structural engineering, extreme event modeling

geospatial science, urban environment modeling, low-cost monitoring, air pollution, agricultural irrigation mapping