Machine Learning, Dynamical Systems and Control

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FACULTY

 

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J. Nathan Kutz, Director
Robert Bolles and Yasuko Endo Professor

Website: [ VIEW ]

Department of Applied Mathematics, Physics, Mechanical Engineering, Electrical Engineering & eScience Institute

 

Research: Data-driven modeling, dynamical systems & machine learning, optical and atomic physics, neuroscience

 

 

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Steven L. Brunton, Associate Director
James Morrison Professor

Website: [ VIEW ]

Department of Mechanical Engineering, Applied Mathematics & eScience Institute

 

Research: Data-driven modeling, control theory, dynamical systems & machine learning, fluid dynamics and turbulence

 

 

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Krithika Manohar, Thrust Lead: Optimization and Sensors
Assistant Professor

Website: [ VIEW ]

Department of Mechanical Engineering

 

Research: Data-driven modeling, sensors & sensor placement, dynamical systems & machine learning

 

 

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David Beck
Research Associate Professor

Website: [ VIEW ]

Department of Chemical Engineering, Computer Science & eSciences Institute

 

Research: Data intensive biology and chemistry, data mining, open-source biological data

 

 

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Maryam Fazel
Moorthy Family Professor

Website: [ VIEW ]

Department of Electrical Engineering, Mathematics, Statistics and Computer Science

 

Research: Data science, optimization, robotics and control

 

 

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Daniela Witten
Dorothy Gilford Endowed Chair of Mathematical Statistics

Website: [ VIEW ]

Department of Biostatistics & Statistics

 

Research: Statistical learning, optimization, high-dimensional data

 

 

POSTDOCTORAL FELLOWS

 

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TBD

 

Research: TBD

 

 

GRADUATE STUDENTS

 

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TBD

 

Research: TBD