Find UC Berkeley Faculty

Cyber-Physical Systems, System design, Electronic Design Systems, embedded system design, control, integrated circuits, theory, Machine learning applications to Energy Efficient Building and Health

control, optimization, machine learning, applications: transportation; mobile sensing; connected health

drinking water, fuel-efficient stoves, indoor air quality, energy efficiency, developing countries, buildings energy efficiency

computationally efficient machine learning and deep learning, AI

energy, architecture, sustainability, thermal comfort, indoor air quality, building energy efficiency, indoor environment quality, productivity, wellbeing, sustainable building design, personal environmental control system, energy simulation, underfloor air distribution, radiant, post-occupancy evaluation, mechanical systems, heating, building ventilation, climate and architecture, cooling, heat stress, daylighting in buildings

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

machine learning, medicine, health policy

machine learning and artificial intelligence, health care, statistics

energy storage, computational modeling, machine learning, autonomous laboratories

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

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

applied nuclear physics, neutron detection, scintillation physics, machine learning applications, nuclear weapon policy

digital health, depression interventions, cognitive behavioral therapy, health equity, machine learning, implementation science

statistics, machine learning, semiparametric models, asymptotic theory, hidden Markov models, applications to molecular biology

machine learning and artificial intelligence, precision health, optimization, statistics

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

energy systems and technology, wireless sensor networks, machine learning, thermal hydraulics, heat and mass transfer in molten salt, high temperature thermal energy storage

geoarchaeology, geophysics, acoustics, Seismology, machine learning, energy, carbon capture and storage, oil and gas

integrated circuits, solid-state devices, sensors, semiconductor manufacturing, energy efficiency, smart buildings

mental health, epidemiology, social epidemiology, population health, neighborhood characteristics and health, methodological issues and novel methodological applications in social, traumatic events, substance use, behavioral health, birth outcomes and maternal health

artificial intelligence, machine learning

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

architecture, building design, BIM, integrated project delivery, building construction, school design, housing design, net zero energy desig, nurban design, building integrated modeling, IPD, design-build, prefabricated, modular, architecture in China, architecture in Japan, urban water

statistics, machine learning, data science, applied statistics, statistical computing, computational biology, computational genomics, precision medicine, precision health

machine learning, statistical learning theory, adaptive control