Find UC Berkeley Faculty

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

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

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

statistical mechanics, active matter, biophysics, physical chemistry, polymer science, directed self-assembly

computational mechanics, nonlinear continuum mechanics

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

computational biology

learning, decision making, computational modeling, executive functions

translational medicine, computational neuroscience, physiology, statistics, mathematical modeling

energy storage, computational modeling, machine learning, autonomous laboratories

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

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

language neuroscience, fMRI, semantic modeling, decoding/encoding models, computational neuroscience

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

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

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

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

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

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

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

visual perception, computational neuroscience, computational vision

population ecology, mathematical modeling and statistics

artificial intelligence, machine learning, applied probability and statistics, computational biology, computational genomics, human genetics

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

metabolism, aging, systems biology, computational biology