Find UC Berkeley Faculty

causal inference, targeted learning, statistical issues in epidemiology, precision medicine and public health

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

lean construction, lean production, design management, sustainability, supply-chain management, life-cycle engineering, civil infrastructure systems, adaptive project leadership, engineering project management, megaproject delivery, construction process engineering, integrated project delivery IPD, building information modeling BIM, virtual design and construction VDC

modeling, control, estimation, smart grids, renewable energy, electricity markets, transportation networks, integrated circuit design and manufacturing

biosystems and computational biology, artificial intelligence, cyber-physical systems and design automation, human-computer interaction, signal processing, intelligent systems and robotics

Infectious disease dynamics, disease ecology, mathematical models, Asia, Africa, Central America, climate change

contact mechanics, fracture and fatigue of engineering materials, finite element modeling of surface contact and machining, thin-film processing and characterization, adhesion and fatigue of MEMS devices, plasma-assisted surface functionalization of biomaterials, surface patterning for cell adhesion and growth control, mechanics & tribology of magnetic recording devices, microfibrous scaffolds for tissue engineering, tribology and mechanics of artificial joints, mechanical metamaterials

ocular motor control, vision while moving, measuring eye movements, eye movements for diagnosis

computational biology, machine learning, artificial intelligence, genomics, personal genome interpretation, precision health, rare diseases, statistical genetics, molecular biology, biophysics

integrable probability, random matrices, asymptotic representation theory

structural materials, electronic materials, magnetic materials, optical materials, chemical and electrochemical material

molecular biology, computational biology, evolutionary biology, bioengineering, structural genomics, computational genomics, cellular activity, cellular functions, personal genomics

coordination of health care and social services, performance improvement, implementation of new practices

bioengineering, molecular MRI, MRI

immunology, eye, microbiology, infectious disease, corneal physiology, tear film physiology, bacterial pathogenesis, contact lenses, pseudomonas aeruginosa, epithelial cell biology, innate immunity

astrophysics, cosmology, machine learning, Bayesian statistics

attention, curiosity, learning, computational modeling, cognitive development, machine learning, belief formation

Theoretical and Applied Statistics

single-molecule spectroscopy, quantum optics, colloidal semiconductor nanostructures, optoelectronics, bio-nanophotonics, materials chemistry

condensed matter physics and materials science

machine learning, personalized medicine and healthcare systems, global health equity, precision health

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