Find UC Berkeley Faculty

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

structural materials, mechanical behavior in biomaterials, creep, fatigue and fracture of advanced metals, intermetallics, ceramics

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

simulation

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

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

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

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

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

learning, decision making, computational modeling, executive functions

generative biology, language models, virtual cell models, genome mining and editing, synthetic biology, AI agents for science

stochastic control and games, theory of machine learning and applications to medical and financial data analysis, applied probability and stochastic models

nonlinear analysis of structures, finite element analysis, seismic response simulation, seismic evaluation of structures by computer analysis

quantum information and quantum computation, control and simulation of complex quantum systems, quantum effects in biological systems, quantum physics, quantum mechanics

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

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

Computational chemistry, machine learning, chemical physics, biophysics, biomolecules, materials, catalysis, computational science

control systems, simulation, mechatronics, real time software, energy management, satellite attitude control, demand response, machine control

earthquake physics, geophysical signal discovery

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

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

generative models