Find UC Berkeley Faculty

finite element analysis, Theoretical and computational solid mechanics, constitutive theory, micromechanics, polymer mechanics, elastomer modeling, battery modeling, thermomechanics, continuum mechanics, failure analysis

Lithium-ion Batteries, multivalent batteries, organic electrolytes, polar materials, datamining of materials properties for energy applications

control systems, optimization, data science, batteries, electric vehicles, energy systems

electrochemistry, materials chemistry, heterogeneous catalysis, hydrogen generation, electrolysis, batteries, membrane science

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

atmospheric modeling, exposure monitoring, environmental justice applications, community resilience, climate adaptation and disaster resilience

organometallic chemistry, organic, development of new synthetic methods, enantioselective catalysts, strategies for the synthesis of natural products, synthesis of complex molecules, formation of carbon-carbon and carbon-heteroatom bonds, olefins, Supramolecular Chemistry, redox flow batteries, medicinal chemistry, bioconjugation, homogeneous catalysis, heterogeneous catalysis, biomass, fluorination

computer science, geometric design and modeling, computer graphics, computer aided cornea modeling and visualization, medical imaging, virtual environments for surgical simulation

statistics, empirical process, high-dimensional modeling, technology in education

latent variable models, choice modeling, econometric modeling, sampling theory, production theory, consumer theory

statistics, machine learning, semiparametric models, asymptotic theory, hidden Markov models, applications to molecular biology

microbiology, Biomineralization, bacterial organelles, Magnetic Nanoparticles

condensed matter 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

generative models

energy storage, computational modeling, machine learning, autonomous laboratories

population ecology, mathematical modeling and statistics

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

learning, decision making, computational modeling, executive functions

mortgage markets, prepayment modeling, valuation, hedging, term structure modeling valuation of derivative securities, application of non-parametric estimation techniques, pricing of derivatives

behavioral modeling, discrete choice analysis, travel behavior

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

physics, particle physics, the universe, fundamental constituents of matter, Higgs boson, anti-matter, neutrino oscillations, finite value of the cosmological constant, triple coincidence of energy densities

environmental economics, climate policy, integrated assessment models