Find UC Berkeley Faculty

learning, decision making, computational modeling, executive functions

energy storage, computational modeling, machine learning, autonomous laboratories

cognitive neuroscience, motivation, decision-making, executive functions, computational modeling

computational design, sustainability, structural modeling, generative design, embodied carbon

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

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

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

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

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

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

Infectious disease dynamics, methodological issues in infectious disease surveillance, infectious diseases, infectious disease epidemiology, global environmental change, climate change, global change, urbanization, mathematical modeling, computational modeling

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

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

visual perception, computational neuroscience, computational vision

computational biology

theoretical computer science, coding theory, approximate optimization, randomness in computation, computational complexity

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

population ecology, mathematical modeling and statistics

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

computational biology, molecular evolution, computational genomics, Systems and Synthetic Biology

computational biology, evolutionary biology, phylogenetics

computational materials science

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

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

computational biology, molecular biology