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

machine learning, medicine, health policy

machine learning and artificial intelligence, health care, statistics

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

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

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

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

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

computationally efficient machine learning and deep learning, AI

energy use, health effects of air pollution, climate change, exposure assessment, global health, health impacts of energy use, heat and health, air pollution measurement, public impact research/scholarship, community-engaged research/scholarship, community-based research partnerships, social justice research

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

energy storage, computational modeling, machine learning, autonomous laboratories

climate and health equity, just energy transitions and interventions, environmental justice, maternal and child health, mixed methods

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

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

causal inference, precision health, targeted learning, HIV, global health, pandemics

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

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

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

signal processing, image processing, computer vision, Deep Learning

health economics, public health, health care financing, economic development, industrial organizaition

artificial intelligence, machine learning

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