Find UC Berkeley Faculty

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

probability theory, statistical mechanics

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

probability, mathematical probability, statistical mechanics

integrable probability, random matrices, asymptotic representation theory, 2d statistical mechanics, interacting particle systems, high-dimensional statistics

physics, quantum mechanics, gravity, unified description of nature, string theory, quantum properties of black holes, geometry of spacetime, covariant entropy bound, cosmological constant

physics, theoretical condensed matter, topological phase transitions, high-temperature superconductivity, organization principles enabling microscopic degrees of freedom to behave cooperatively, matter and their formation mechanisms, low dimensional quantum magnets, strongly correlated Fermi and Bose fluids

statistical mechanics, fluid mechanics, solid mechanics, biological membranes, active matter, glassy dynamics

condensed matter physics and material science, physical chemistry, statistical mechanics, biophysics, atomic molecular and optical physics

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

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

machine learning, computation, systems neuroscience, auditory cortex, neural coding, statistical mechanics

machine learning, statistical learning theory, adaptive control

earthquake physics, geophysical signal discovery

artificial intelligence, machine learning, computational biology, protein engineering, statistical design of experiments, statistical machine learning, experimental design

condensed matter physics, superconducting qubits, quantum limited amplifiers, quantum circuits

cognitive development, language development, learning mechanisms, statistical learning and statistical inference, conceptual development, developmental psychology, word learning, physical reasoning, social cognition in infants and children, learning in infants and young children, computational models of cognitive development, Bayesian probabilistic models, cognitive development and AI models, psychology and philosophy

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

astrophysics, cosmology, optical astrophysics

elections, astrophysics, law, statistics, litigation, causal inference, inverse problems, geophysics, uncertainty quantification, educational technology, soil science, race and gender bias and discrimination, nonparametrics, climate, natural disasters, sustainable food systems, public impact research/scholarship, community-engaged research / scholarship, community-based research partnerships, social justice research, research in the public interest, active transportation, earthquake hazard mitigation, natural hazards

data science, statistics, machine learning

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

Multi-level determinants of racial/ethnic health disparities, neighborhood environments and cardiovascular health, breast cancer treatment and survivorship Methods in social epidemiology, population health

energy storage, computational modeling, machine learning, autonomous laboratories

theoretical polymer, soft materials, electrostatic double layer