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Steven L. Brunton

Professor of Mechanical Engineering
Adjunct Professor of Aeronautics & Astronautics
Adjunct Professor of Computer Science
Adjunct Professor of Applied Mathematics
Associate Professor of Mechanical Engineering
Data Science Fellow, eScience Institute
University of Washington, Seattle

Ph.D. in Mechanical and Aerospace Engineering,
Princeton University, 2012

B.S. in Mathematics  and Minor Control and Dynamical Systems,
California Institute of Technology (Caltech), 2006

Current Members

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Frank Mei
Frank Mei

PhD UW AMATH

Kartik Krishna
Kartik Krishna

PhD UW ME

Michelle Hickner
Michelle Hickner

PhD UW ME

Zachary Nicalaou
Zachary Nicalaou

Postdoctoral Fellow, UW

Ryan Raut
Ryan Raut

Shanahan Postdoctoral Fellow, UW

Sara Ichinaga
Sara Ichinaga

PhD UW AMATH

Brittany Lydon
Brittany Lydon

PhD UW ME

Joseph Bakarji
Joseph Bakarji

Postdoctoral Fellow, UW

Anastasia Bizyaeva
Anastasia Bizyaeva

Postdoctoral Fellow, UW

Joey Williams
Joey Williams

PhD UW AMATH

Nick Zolman
Nick Zolman

PhD UW ME

Prerna Patil
Prerna Patil

Postdoctoral Fellow, UW

Sam Otto
Sam Otto

Postdoctoral Fellow, UW

Max Gray
Max Gray

PhD UW CSE

Sam Ahnert
Sam Ahnert

PhD UW ME

Doris Voina
Doris Voina

Postdoctoral Fellow, UW

Aamod Shanker
Aamod Shanker

Postdoctoral Fellow, UW

Graduate Students

Ariana Mendible

PhD student (2017-present), co-advised with Nathan Kutz

Isabel Scherl

PhD student (2017-present), co-advised with Brian Polagye

Kadierdan Kaheman

PhD student (2018-present)

Yuying Liu

PhD student (2018-present), co-advised with Nathan Kutz

Michelle Hickner

PhD student (2019-present) co-advised with Bing Brunton

Dan Shea

PhD student (2018-present) co-advised with Nathan Kutz

Kartik Krishna

PhD student (2019-present)

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High School Students

Sanya Gupta

Interlake High School, Bellevue, WA

2020-present

Jessica Ruan

Interlake High School, Bellevue, WA

2020-present​

Aria Tang

Interlake High School, Bellevue, WA

2020-present

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Alumni

Former Postdocs

Next Position: Amazon

Postdoctoral Fellow 2019-2020, Mentors: Steven L. Brunton and J. Nathan Kutz

PhD 2019, Applied Mathematics, University of Washington (Advisors: Steven Brunton and Nathan Kutz)

Thesis: From data to dynamics: discovering governing equations from data

 

Selected publications:

Data-driven discovery of coordinates and governing equations (Champion, Lusch, Kutz, Brunton)

Next Position: Amazon

Postdoctoral Fellow 2020, Mentors: Steven L. Brunton and J. Nathan Kutz

PhD 2020, Applied Mathematics, University of Washington (Advisors: Steven Brunton and Nathan Kutz)

Thesis: Data-driven discovery and model reduction of complex systems

Selected publications:

PySINDy: A Python package for the sparse identification of nonlinear dynamical systems from data (de Silva, Champion, Quade, Loiseau, Kutz, Brunton)

Bethany Lusch

Next Position: Argonne National Labs

Postdoctoral Fellow 2016-2018,

Mentors: Steven L. Brunton, J. Nathan Kutz, and Bing W. Brunton

PhD 2016, Applied Mathematics, University of Washington (Advisor: Nathan Kutz)

Thesis: Machine learning and data decompositions for complex networked dynamical systems

Selected publications:

N. Benjamin Erichson

Next Position: Postdoctoral fellow at Berkeley

Postdoctoral fellow 2017-2018

Mentors: J. Nathan Kutz and Steven L. Brunton

PhD 2017, Statistics, St. Andrews (Advisor: Carl Donovan)

Thesis: Randomness as a computational strategy: On matrix and tensor decompositions

Selected publications:

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Former Graduate Students

Emily Clark

Next Position: BAE Systems

PhD 2020, Physics, University of Washington

Advisors: Steven L. Brunton and Nathan Kutz

 

Selected publications:

Greedy Sensor Placement with Cost Constraints (Clark, Askham, Brunton, Kutz)

Brian de Silva

Next Position: Postdoctoral Fellow at UW

Thomas Mohren

Next Position: Postdoctoral Fellow at UW

PhD 2020, Mechanical Engineering, University of Washington

Advisors: Steven Brunton and Tom Daniel

 

Selected publications:

Neural-inspired sensors enable sparse, efficient classification of spatiotemporal data (Mohren, Daniel, Brunton, Brunton)

Kathleen Champion

Next Position: Postdoctoral Fellow at UW

Sam Rudy

Next Position: NSF Postdoctoral Fellow, MIT

Ben Strom

Next Position: Co-Founder XFlow Energy

PhD 2019, Mechanical Engineering, University of Washington

Advisors: Steven L. Brunton and Brian Polagye

Selected publications:

Krithika Manohar

Next Position: NSF Postdoctoral Fellow, Caltech

Zhe Bai

Next Position: Postdoctoral Fellow, Lawrence Berkeley National Labs

PhD 2018, Mechanical Engineering, University of Washington

Advisor: Steven L. Brunton

Selected publications:

Michael Au-Yeung

Next Position: Postdoctoral Fellow, Harvard and Massachussettes General Hospital

PhD 2016, Mechanical Engineering, University of Washington
Advisors: Per Reinhall and Steven L. Brunton


Selected publications:

Next position: PhD student in the Department of Mathematics at the University of British Columbia (w/ Dr. Michael Friedlander)

Graduate student (2020), co-advised with Zhuoyuan Song

Tadbhagya Kumar

Next Position: PhD candidate, University of Florida

Masters Degree 2016, Mechanical Engineering, University of Washington
Advisors: Steve Brunton and Jim Riley

Sudharsan Madhavan

Next Position: PhD candidate, Tufts University

Masters Degree 2015, Mechanical Engineering, University of Washington 

Advisors: Steve Brunton and Jim Riley

Selected publications:

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Former Undergraduates

Seth Pendergrass

Next Position: Microsoft

Bachelor's Degree 2017, Computer Engineering, University of Washington

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Former High School Students

Surtaz Khan

Next position: Yale Undergraduate

High school intern, (2017-2019; Interlake High School, Bellevue, WA)

Christina Yao

Next position: Carnegie Mellon Undergraduate

​High school intern, (2019-2020; Interlake High School, Bellevue, WA)

Eric Chen

Next Position: Princeton Undergraduate

​High school intern, (2019-2020; Interlake High School, Bellevue, WA)

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