Find UC Berkeley Faculty

Research Expertise and Interest

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Name

Department

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

Koushil Sreenath in outside environment

Koushil Sreenath

Dept of Mechanical Engineering

nonlinear control, Legged Robotics, Aerial Robotics

Maria Laura Delle Monache

Maria Laura Delle Monache

Dept of Civil and Environmental Engineering

control, transportation, traffic flow theory and control, nonlinear partial differential equations, mathematical modeling, mixed autonomy transportation

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

Dept of Statistics

Division of Computer Science (EECS)

machine learning, statistical learning theory, adaptive control

Dept of Mechanical Engineering

Theoretical Fluid Dynamics, Nonlinear Wave Mechanics, ocean and coastal waves phenomena, ocean renewable energy (wave, Tide and Offshore Wind Energy), Nonlinear Dynamical Systems, Fluid Flow Control, ocean renewable energy

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

Alexandre Bayen

Alexandre Bayen

Division of Electrical Engineering (EECS)

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

Francisco Armero

Dept of Civil and Environmental Engineering

computational mechanics, nonlinear continuum mechanics

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 Mathematics

mathematics, partial differential equations, nonlinear waves

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

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

Sung-Jin Oh

Dept of Mathematics

mathematical analysis, nonlinear partial differential equations

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

David Auslander

David M. Auslander

Dept of Mechanical Engineering

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

Franziska Weber

Franziska Weber

Dept of Mathematics

applied mathematics, mathematical analysis, numerical analysis, nonlinear partial differential equations

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

Dept of Physics

astrophysics, geophysics, physics, nonlinear dynamics of dissipative systems, bifurcation theory, low-dimensional behavior of continuous systems, the theory of nonlinear waves, pattern formation in fluid systems, geophysical and astrophysical fluid dynamics, reaction-diffusion systems

Joel Fajans

Dept of Physics

astrophysics, plasma processing, physics, basic plasma physics, non-neutral plasmas, basic plasma physics experiments, pure electron plasma traps, cyrogenic plasmas, plasma bifurcations, basic non-linear dynamics, autoresonance

Dept of Industrial Engineering & Operations Research

control theory, optimization, power systems

Venkat Anantharam

Venkat Anantharam

Division of Electrical Engineering (EECS)

game theory, applied probability, electrical engineering, communications, control, communication networks, error control coding

Mark Mueller in outdoor environment

Mark W. Mueller

Dept of Mechanical Engineering

robotics, UAVs, estimation, control