Find UC Berkeley Faculty

theoretical computer science, probability theory, combinatorics, complex networks., statistical physics, artificial intelligence, applications of artificial intelligence and machine learning in engineering and sciences

probability theory, statistical mechanics

biophysics, evolutionary dynamics, soft matter, statistical physics, theory and experiments

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

data science, statistics, machine learning

algorithms, applied probability, statistics, random walks, Markov chains, computational applications of randomness, Markov chain Monte Carlo, statistical physics, combinatorial optimization

structural engineering, mechanics and materials, structural reliability, earthquake engineering, uncertainty quantification