Find UC Berkeley Faculty

structural modeling of credit risk, optimal leverage and agency costs, investment strategies, performance measurement: beyond mean-variance analysis

climate change, uncertainty of extremes, climate modeling, coupled models of the climate system, global climate models, solar and terrestrial radiation

cardiovascular biomechanics, computational mechanics, computational fluid dynamics, thrombosis, medical image processing, dynamical systems, fluid dynamics, Lagrangian coherent structures, mathematical modeling

continuum mechanics, computational mechanics, contact mechanics, computational plasticity, materials modeling, solid mechanics, applied mathematics, dynamics of pseudo-rigid bodies

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

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

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

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

social networks, entrepreneurship, innovation, strategy

demography, social networks, quantitative methodology

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

econometrics, Social and Economic Networks, Peer Effects

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

economics, experimental economics, behavioral economics, networks, microeconomic theory, social learning

logistics, networks, urban transportation, traffic flow

game theory, applied probability, electrical engineering, communications, control, communication networks, error control coding

social networks, American social history, technology, urban sociology, sociology

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

sensor networks, integrated circuits, integrated wireless systems, low-power system design, biomedical interfaces

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

development economics, agriculture in developing countries, labor markets, social networks in developing countries

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