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Research Expertise and Interest

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Name

Department

control systems, simulation, mechatronics, real time software, energy management, satellite attitude control, demand response, machine control

Sagar Karandikar

Division of Electrical Engineering (EECS)

computer architecture, hardware/software co-design, datacenters, accelerators, systems research, VLSI design

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

Edward A. Lee

Division of Electrical Engineering (EECS)

Cyber-Physical Systems, embedded software, modeling and design of systems, real-time and concurrent system, theory of current systems

Francesco Borrelli

Dept of Mechanical Engineering

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

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

Homayoon Kazerooni

Dept of Mechanical Engineering

robotics, bioengineering, design, control systems, mechatronics, human-machine systems, exoskeleton systems

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

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

Tarek Zohdi

Dept of Mechanical Engineering

advanced manufacturing, 3D printing systems, fire propagation and control, UAVs and swarms, ballistic fabric shielding, food-system modeling, pandemic modeling

Peter Bartlett

Dept of Statistics

Division of Computer Science (EECS)

machine learning, statistical learning theory, adaptive control

Koushik Sen

Division of Computer Science (EECS)

computer science, programming systems, software engineering, programming languages, computational logic, software testing, verification, model checking, runtime monitoring, performance evaluation

Negar Mehr

Dept of Mechanical Engineering

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

Jose M. Carmena

Division of Electrical Engineering (EECS)

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

Masayoshi Tomizuka

Dept of Mechanical Engineering

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

Alexandre Bayen

Division of Electrical Engineering (EECS)

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

Armando Fox

Division of Computer Science (EECS)

online education, MOOC, blended learning, parallel programming, software engineering, Web development

Mark W. Mueller

Dept of Mechanical Engineering

robotics, UAVs, estimation, control, flight, control systems, aviation

Huiwen Jia

Dept of Industrial Engineering & Operations Research

stochastic and robust optimization, machine learning, online learning algorithms, transportation, revenue management, service system design

Grace Gu

Dept of Mechanical Engineering

Composites, additive manufacturing, in-situ monitoring and process control, artificial intelligence and machine learning, bioinspired materials

Javad Lavaei

Dept of Industrial Engineering & Operations Research

control theory, optimization, power systems

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

Robert L. Taylor

Dept of Civil and Environmental Engineering

computational mechanics, mechanics of solids, finite element methods, finite element software

Duncan Callaway

Dept of Energy & Resources Group

Division of Electrical Engineering (EECS)

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

Claire Tomlin

Division of Computer Science (EECS)

Division of Electrical Engineering (EECS)

electrical engineering, computer sciences, control, biosystems, control theory, intelligent systems, robotics, hybrid and embedded systems, biological cell networks

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