Find UC Berkeley Faculty

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

applied mathematics, numerical analysis, computational solid and fluid mechanics

applied mathematics, mathematical analysis, numerical analysis, nonlinear partial differential equations

nuclear physics, particle physics

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

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

applied mathematics, mathematical analysis, probability, numerical analysis, optimization, Monte Carlo methods

condensed matter theory

mathematics, applied mathematics, partial differential equations, computational physics, level set Methods, computational fluid mechanics and materials sciences, fast marching methods

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

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

Problem solving, knowledge representation & reorganization, explanatory coherence & inference, conceptual change, societal implications, science instruction, global climate change psychology, numeracy in journalism, naïve/informal physics, computational models of cognition, perceptual-cognitive interactions, intelligent tutoring systems, understandings of biological evolution, Reasoning, qualitative & quantitative thinking

atomic, molecular and optical physics, condensed matter physics and materials science

astrophysics, particle physics

quantum computing, quantum information, atomic physics, quantum optics, condensed matter physics, precision and quantum measurement

earthquake physics, geophysical signal discovery

nanoscience, semiconductors, nanotechnology, physics, condensed matter physics, new properties of condensed matter systems, superconductivity, applications of BCS theory, superluminal velocities

quantum computing, quantum error correction, many-body physics, quantum sensing

computational materials science

experimental study of quantum magnetism in nanostructures, condensed matter physics, materials science experimentation

computational complexity, quantum computing, pseudorandomness, derandomization, complexity theory

physics, standard model of particle physics, symmetries of nature, symmetry of the electroweak interaction, spacetime symmetries: weak scale supersymmetry, constrained theories for the quark and charged lepton masses, supersymmetric theory

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

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

artificial intelligence, computational biology, algorithms, machine learning, real-time decision-making, probabilistic reasoning