Find UC Berkeley Faculty

computational mechanics, mechanics of solids, finite element methods, finite element software

solid and fluid mechanics, constitutive modeling, computational mechanics, physical applied mathematics

online marketplaces and platforms, computational social science, data science, experimental economics

integrated circuits, biosystems and computational biology, micro/nano electro mechanical systems

education, cognition, conceptual development, science education, design of technology for education, computational literacies

behavior, cognition, brain, psychology, birdsong, vocal learning, audition, neurophysiology, speech perception, computational neuroscience, theoretical neuroscience

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

cryptography, computational number theory, complexity theory, fault tolerant distributed computing, probabilistic proof systems, approximation algorithms, theory(THY)

attention, curiosity, learning, computational modeling, cognitive development, machine learning, belief formation

3D vision, depth perception, computational neuroscience, augmented and virtual reality, assistive technology

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

natural language processing, machine learning, digital humanities, computational social science, data science

behavioral neurophysiology of spatial learning and memory, hippocampus replay, computational models of reinforcement learning and navigationf

machine learning, geometric deep learning, differentiable physics, dynamical systems, numerical methods, computational geometry, optimization

physiology pathophysiology secretory epithelial cells, airway, ion transport, cell regulationm, imaging microscopy, calcium pH redox, electrophysiology, green fluorescent protein, genetic targeting, innate immune defense

optometry, vision science, myopia, refractive errors, accommodation, aberrations, eye growth, ocular therapeutics, optical myopia control, pharmacological myopia control, ocular tissue engineering, ocular stem cells, basic and clinical research with social implications

artificial intelligence, machine learning, computational biology, protein engineering, statistical design of experiments, statistical machine learning, experimental design

materials science and engineering, computational materials science, metals and metallic compounds, defects in solids, growth of nanostructures

bioengineering, nanofabrication, nanorobotics, biosystems and computational biology, energy, integrated circuits, micro/nano electro mechanical systems, physical electronics

amino acids, determinants of protein structure and folding, biophysical, structural and computational techniques, translocation, protein synthesis

computational neuroscience, vision science, attention, fMRI, language, natural scene perception, brain encoding, brain decoding

high performance computing, partitioned Global Address Space programming, communication-avoiding algorithms, automatic performance tuning, high performance data analytics, computational biology

formal methods, computational logic, electronic design automation, computer security, dependable computing, Cyber-Physical Systems, programming languages

sociolinguistics, language contact, language change, language maintenance, computational linguistics, syntax, phonetics, Yiddish, Jewish languages

biosystems and computational biology, artificial intelligence, cyber-physical systems and design automation, human-computer interaction, signal processing, intelligent systems and robotics