Find UC Berkeley Faculty

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

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

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

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

housing price indices, real estate price dynamics, mortgage valuation models: prepayment and default, mortgage contract design, mortgage backed security trading and valuation, executive stock option valuation, energy efficient mortgage underwriting, climate risk

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

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

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

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

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

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

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

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

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

global change, ecology, sustainability, energy policy, theoretical ecology, biodiversityl

water quality management, biofilms, membrane processes, water reuse, biological processes for water quality, physical sustainability

synaptic transmission, cellular neurophysiology: synaptic biophysics, properties of neural circuits, photolysis, vital dyes of vesicle membrane, electrophysiological techniques, neuromodulator

Monetary economics, macroeconomics, macro-finance, Financial-based solutions to world’s grand challenges, capital markets research, financial accounting, FinTech, financial technology and innovation, financial statement analysis, asset pricing, macro-accounting

measurement, psychometrics, assessment, development of assessment resources, assessment systems

cognitive neuroscience, pharmacology, psychedelics, learning, attention, visual perception, neuroimaging

biosystems and computational biology, human-computer interaction, signal processing

climate and health equity, just energy transitions and interventions, environmental justice, maternal and child health, mixed methods