Find UC Berkeley Faculty

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

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

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

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

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

signal processing, image processing, computer vision, Deep Learning

biology, cancer immunology, natural killer (NK) cells, T-cell development and function, pathogens, viruses, lymphocyte receptors, microorganisms, cancer cells, tumor immunity, immunotherapy of cancer

biological basis of health disparities, developmental programming, stress, environment x gene interactions, animal models, biopsychosocial approach to health and well-being

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

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

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

biochemistry, biophysics, Structural Biology

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

physics, standard model of particle physics, symmetries of nature, the symmetry of the electroweak interaction, spacetime symmetries: weak scale supersymmetry, constrained theories for the quark and charged lepton masses, supersymmetric theory

computer science, programming systems, software engineering, programming languages, computational logic, software testing, verification, model checking, runtime monitoring, performance evaluation

research methods, personality, measurement, emotion regulation, personality structure, personality development, traits, Big Five model, individual differences, emotion expression, self-concept, accuracy, bias, self-knowledge, personality assessment

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

Early modern French and Italian literature, history and culture, Comparative literature cultural studies, Social and political history of literature, aesthetics, philology, Rare Books and Manuscripts, Archival Studies

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

Problem solving, knowledge representation & reorganization, explanatory coherence & inference, conceptual change, societal implications, science instruction, global climate change psychology, numeracy in journalism, naïve/informal physics, computational models of cognition, perceptual-cognitive interactions, intelligent tutoring systems, understandings of biological evolution, Reasoning, qualitative & quantitative thinking

art, architecture, literature, afterlife of antiquity, middle ages & Renaissance / early modern age, Giotto, Donatello, Mantegna, Botticelli, Raphael, 19th and 20th century historiography, Aby Warburg, total solar eclipses, theology, creativity and interdisciplinarity

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

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

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