Find UC Berkeley Faculty

artificial intelligence, database management systems

particle physics, machine learning, algorithms, quantum algorithms, general purpose computation on the GPU (GPGPU)

optimization, machine learning, data-driven decision-making

Composites, additive manufacturing, fracture mechanics, topology optimization, machine learning, finite element analysis, and bioinspired materials

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

artificial intelligence, machine learning, theoretical computer science, game theory and mechanism design

machine learning, society, decision-making

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

agriculture, climate change, environment, International, Coupled Natural and Human Systems, political economy, development economics, applied econometrics

computational biology, machine learning, artificial intelligence, genomics, personal genome interpretation, precision health, rare diseases, statistical genetics, molecular biology, biophysics

quantitative marketing, industrial organization

astrophysics, cosmology, optical astrophysics

CS-vision, graphics, machine learning

global change, natural climate solutions, Dynamic Vegetation, carbon cycle, ecophysiology, land-atmosphere interactions, biogeochemistry, micrometeorology, remote sensing, mathematics and data science

culture, conflict, behavior, love, psychology, emotion, social interaction, individual differences in emotion, negotiation, embarrassment, desire, juvenile delinquency, laughter, anger, social perception, negotiating morality

computationally efficient machine learning and deep learning, AI

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

computational genomics, Genomic susceptibility of common diseases, Genomic Tree of Life, Demography of human genome diversity

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

computational biology, molecular biology

artificial intelligence, intelligent systems and robotics

neuroimaging data analysis, deep brain stimulation, brain-computer-interface, statistical machine learning, Deep Learning, reinforcement learning, networks data analysis, functional data analysis, tensor analysis, ordinary differential equations, dimension reduction, high dimensional inference

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

applied mathematics, Quantum Chemistry, quantum computation, Scientific machine learning