Machine Learning, Dynamical Systems and Control

Stacks Image 108

 

UPCOMING: WORKSHOP ON COMMON TASK FRAMEWORKS FOR SCIENCE AND ENGINEERING

(Virtual) February 14-15, 2022

 

UPCOMING: WORKSHOP ON MACHINE LEARNING FOR SCIENCE AND ENGINEERING

Seattle, WA (Hybrid) June 26-28, 2023

 

ABOUT US

 

The AI Institute in Dynamic Systems will transform research and education in fundamental artificial intelligence (AI) and machine learning (ML) theory, algorithms, and applications specifically for safe and certifiable real-time learning and control of complex dynamic systems.

WELCOME REMARKS: [ View ]
Stacks Image 88

 

NEWS AND NOTES

 

Stacks Image 267

Li Na (Harvard)

Congratulations to Li Na, winner of the Manfred Thomas Medal for outstanding contributions a young researcher and/or engineer under the age of 40 to the field of systems and control. [VIEW ]


 

Stacks Image 133

PRESS: COLUMBIA ENGINEERING ROBOTICISTS DISCOVER ALTERNATIVE PHYSICS [VIEW ]

July 25, 2022 — Columbia University press article sponsored by the College of Engineering featuring the AI for physics modeling by Lipson.

 

Stacks Image 256

PRESS: A ROBOT LEARNS TO IMAGINE ITSELF [VIEW ]

July 13, 2022 — Columbia University press article sponsored by the College of Engineering featuring the AI for physics modeling by Lipson.

 

Stacks Image 223

PRESS: AI FOR ENGINEEING [VIEW ]

June 13, 2022 — University of Washington press article sponsored by the College of Engineering featuring the work AI Institute and the leadership of Brunton, Kutz and Manohar.

 

Stacks Image 234

PRESS: POWERFUL 'MACHINE SCIENTIST' DISTILL THE LAWS OF PHYSICS FROM RAW DATA [VIEW ]

May 10, 2022 —Quanta Magazine article highlighting work of Brunton, Lipson and Kutz.

 

Stacks Image 278

Aditya Nair (Nevada)

Professor Nair wins DOE Early Career Award [VIEW ]


 

Stacks Image 289

Floris Van Breugel (Nevada)

Professor Van Breugel wins the Air Force Young Investigator Program (YIP) award [VIEW ]


 

Stacks Image 212

Boyuan Chen (2021-2022)

AI Institute PhD graduate student Boyuan Chen from Columbia University accepts Assistant Professor faculty position at Duke University in Fall 2022.

 

Stacks Image 153

Urban Fasel (2021-2022)

AI Institute postdoctoral Fellow Urban Fasel from the University of Washington accepts Lecturer position at Imperial College London in Fall 2022.

 

Stacks Image 142

Shaowu Pan (2021-2022)

AI Institute postdoctoral Fellow Shaowu Pan from the University of Washington accepts Assistant Professor faculty position at Resselaer Polytechnic Institute in Fall 2022.

 

Stacks Image 166

Isabel Scherl (2022)

AI Institute PhD graduate student at the University of Washington Isabel Sccherl accepts postdoctoral position at the California Institute of Technology starting in Fall 2022.

 

Stacks Image 245

Andy Goldschmidt (2021-2022)

AI Institute PhD graduate student at the University of Washington Andy Goldschmidt accepts postdoctoral position at the University of Chicago starting in Fall 2022.

 

Stacks Image 197

Katherine Owens (2021-2022)

AI Institute PhD graduate student at the University of Washington Katherine Owens accepts postdoctoral position at the Fred Hutch Cancer Research Center in Spring 2022.

 

Stacks Image 188

Diya Sashidhar (2021-2022)

AI Institute PhD graduate student at the University of Washington Diya Sashidhar accepts position at Amazon starting Winter 2022.

 

Stacks Image 179

Floris McLelland (2021-2022)

AI Institute MS graduate student Floris McLelland from the University of Nevada Reno accepts position at Los Alamos National Laboratories in Summer 2022.

 

OUR INTEGRATION OF DATA, METHODS, EDUCATION AND APPLICATIONS

Stacks Image 61

 

BELOW: R. Kwiatkowski, H. Lipson, Task-agnostic self-modeling machines. Sci. Robot. 4, eaau9354 (2019).

 

Funded by the National Science Foundation

 

Stacks Image 65