Find UC Berkeley Faculty

Research Expertise and Interest

Search by keyword or research area. Use quotes for exact phrases — e.g., "computational biology".

Name

Department

Ali Mesbah

Dept of Chemical & Biomolecular Engineering

model predictive control, learning-based control, low-temperature plasma processing, machine learning and control for plasmas, semiconductor manufacturing

Francesco Borrelli

Francesco Borrelli

Dept of Mechanical Engineering

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

Giuseppe Loianno at lecture podium

Giuseppe Loianno

Division of Electrical Engineering (EECS)

robotics, artificial intelligence, visual perception

Division of Computer Science (EECS)

artificial intelligence, intelligent systems and robotics

Masayoshi Tomizuka with two industrial robot arms.

Masayoshi Tomizuka

Dept of Mechanical Engineering

robotics, mechatronics, control systems theory, digital control, dynamic systems, mechanical vibrations, adaptive and optimal control, motion control

Dept of Industrial Engineering & Operations Research

control theory, optimization, power systems

Photo in office

Murat Arcak

Division of Electrical Engineering (EECS)

control, intelligent systems and robotics, Cyber-Physical Systems, networks, transportation, applications of system theory to aerospace problems, Systems and Synthetic Biology

Dept of Statistics

Division of Computer Science (EECS)

machine learning, statistical learning theory, adaptive control

Roberto Horowitz

Roberto Horowitz

Dept of Mechanical Engineering

adaptive control, machine learning, learning and nonlinear control, control of robot manipulators, computer mechatronics systems, micro-electromechanical systems (MEMS), intelligent vehicle, highways systems

Jose M. Carmena

Division of Electrical Engineering (EECS)

brain-machine interfaces, neural ensemble computation, neuroprosthetics, sensorimotor learning and control

Negar Mehr

Dept of Mechanical Engineering

robotics, control theory, artificial intelligence, game theory, machine learning

Alexandre Bayen

Alexandre Bayen

Division of Electrical Engineering (EECS)

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

Xin Guo

Dept of Industrial Engineering & Operations Research

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

Grace Gu

Dept of Mechanical Engineering

Composites, additive manufacturing, in-situ monitoring and process control, artificial intelligence and machine learning, bioinspired materials, generative AI for aerospace, soft robotics

Anant Sahai

Division of Computer Science (EECS)

Division of Electrical Engineering (EECS)

machine learning, artificial intelligence, information theory, communications theory, wireless communication, cognitive radio, distributed control, spectrum sensing, spectrum sharing, spectrum policy, power consumption in communications systems

Division of Electrical Engineering (EECS)

power electronic circuits, components, control

Alberto Sangiovanni-Vincentelli sitting with hand extended in front of diagram.

Alberto Sangiovanni-Vincentelli

Division of Electrical Engineering (EECS)

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

Division of Computer Science (EECS)

computer science, activity-based computing, livenotes, mechatronic devices, flexonics

Dept of Statistics

Division of Computer Science (EECS)

Division of Electrical Engineering (EECS)

artificial intelligence, control and intelligent systems and robotics, communications and networking

Rebecca W. Heald

Dept of Molecular & Cell Biology

cell division, Xenopus, mitotic spindle assembly and function, size control of intracellular structures

Alice M. Agogino

Alice M. Agogino

Dept of Mechanical Engineering

intelligent learning systems, information retrieval and data mining, multiobjective and strategic product design, nonlinear optimization, probabilistic modeling, intelligent control and manufacturing, sensor validation and fusion and diagnostics, wireless sensor networks, multimedia and computer-aided design, design databases, design theory and methods, MEMS Synthesis and CAD, artificial intelligence and decision and expert systems, gender equity

Dept of Architecture

indoor environment, thermal comfort, occupant surveys, building environmental control, ventilation, wind, architectural aerodynamics

Dept of Environmental Science, Policy & Management

theoretical ecology, stochastic processes, optimal control, decision theory, ecoinformatics, data science, tipping points

Dept of Neuroscience

Dept of Psychology

cognitive neuroscience, behavior, cognition, brain, attention, coordination, psychology, motor and perceptual processes in normal and neurologically impaired populations, temporal processing, executive control

Dept of Molecular & Cell Biology

transcription regulation during cellular differentiation, gene expression control mechanism, biophysical rules of nuclear organization