Find UC Berkeley Faculty

machine learning, variational inference, Bayesian methods, robustness quantification, applied statistics

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

sparse learning, integer programming, computational optimization, robust optimization, logistics

scientific computing, computational geometry (especially mesh generation, numerical robustness, surface reconstruction, numerical methods, machine learning, physically-based animation

stochastic and robust optimization, machine learning, online learning algorithms, transportation, Revenue Management, service system design

automotive control systems, distributed and robust constrained control, manufacturing control systems, energy efficient buildings, model predictive control

chemical kinetics, computer modeling, uncertainty quantification, combustion chemistry, pollutant formation (carbon black, soot), chemical vapor deposition of diamond films, homogeneous nucleation of silicon, diamond and graphene, diamond powders; interstellar dust formation

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

networking and distributed computer systems, quality of service (Q of S) and resources management, modeling and performance analysis

history of science, History of Mathematics, history of technology, science and society, science studies, STS

robotics, dynamics, design-based research, exoskeleton systems, bioinspired robots, marine systems, dexterous manipulation, hands, grasping, Mechanism Design, human-robot interaction

artificial intelligence, machine learning

nuclear reactor design, fuel cycle analysis, fusion reactors, nuclear power, nuclear engineering, nuclear reactor physics, nuclear reactor safety

civil infrastructure systems, climate change impact, multihazard risk, community resilience, adaptive climate risk mitigation

syntax, semantics, morphology, linguistic theory, Thai, Southeast Asian languages, African languages

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

oceanography, chemical oceanography, environmental microbiology, molecular tools for microbial ecology, mass spectrometry, lipidomics, lipid metabolism, marine biogeochemistry, microbial carbon cycling, ocean carbon cycle dynamics

integrable probability, random matrices, asymptotic representation theory

database management systems, operating systems & networking

machine learning, society, decision-making

multi-hazard risk analysis, reliability of critical infrastructure systems, climate adaptation and disaster resilience, structural engineering, extreme event modeling

computational biology, machine learning, applied probability and statistics

environmental microbiology, biodegradation of environmental contaminants, microbial carbon cycling, molecular tools for microbial ecology, metagenomics, biological hazardous waste treatment, bioremediation of groundwater pollutants

machine learning, data science, artificial intelligence