Find UC Berkeley Faculty

energy systems analysis; grid decarbonization; modeling, control and optimization for electric power systems

mechanical engineering, use of machine learning to develop high performance energy conversion and thermal management technologies, micro-to-nanoscale modeling of the thermophysics of multiphase systems, waste plastic transport in environmental watersheds, waste plastic recycling.

astrophysics, physical cosmology

mathematics, scientific computing, numerical linear algebra, convex optimization

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

causal inference, survey data analysis

applied statistics, functional genomics, translational bioinformatics, high dimensional and integrative genomic/genetic data analysis, network modeling, hierarchical multi-lable classification

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

labor markets, human resources, data analysis and statistical methods

Human evolutionary genetics

cosmology, physics, astrophysics experiments, observational astrophysics, observing our galaxy, the cosmic background radiation, ground-based radio-telescope observations, balloon-borne instrumentation, satellite experiments, the NASA cosmic background

computational biology, machine learning, applied probability and statistics

school-based psycho-social services, school-effects, archival data analysis

statistical computing, applications in public health, high-dimensional data analysis, nonparametric inference, artificial intelligence, machine learning