Operator Theoretic Methods in Dynamic Data Analysis and Control

February 11 - 15, 2019

Schedule


Monday, February 11, 2019

9:00 - 9:40
Igor Mezic (University of California, Santa Barbara (UCSB))

Koopman Operator Theory for Dynamical Systems, Control and Data Analytics

 
10:10 - 10:50
Ryan Mohr (University of California, Santa Barbara (UCSB))

The Koopman Operator, Diffusion Maps, and Partially Known Dynamics
PDF Presentation

11:20 - 12:00
1:30 - 2:10
Amit Surana (United Technologies Research Center)

Tensor Dynamic Mode Decomposition

2:40 - 3:20

Tuesday, February 12, 2019

9:00 - 9:40
10:10 - 10:50
11:20 - 12:00
Didier Henrion (Centre National de la Recherche Scientifique (CNRS))

Computing invariant measures with the Lasserre hierarchy
PDF Presentation

 
1:30 - 2:10
Irène Waldspurger (Université de Paris IX (Paris-Dauphine))

Rank optimality for the Burer-Monteiro factorization

 
2:40 - 3:20
Milan Korda (Centre National de la Recherche Scientifique (CNRS))

Learning Koopman eigenfunctions for prediction and control: the transient case
PDF Presentation


Wednesday, February 13, 2019

9:00 - 9:40
Mihai Putinar (University of California, Santa Barbara (UCSB))

Perturbation of the Christoffel-Darboux kernel in several variables
PDF Presentation

 
10:10 - 10:50
Tillmann Weisser (Los Alamos National Laboratory)

A Moment Approach to Approximating Functional Solutions

 
11:20 - 12:00
1:30 - 2:10
2:40 - 3:20
3:50 - 4:30
Yuri Latushkin (University of Missouri-Columbia)

The Maslov index and the spectrum of differential operators.
PDF Presentation

 

Thursday, February 14, 2019

9:00 - 9:40
10:10 - 10:50
Umesh Vaidya (Iowa State University)

Sample Complexity of Nonlinear Optimal Control

11:20 - 12:00
1:30 - 2:10
2:40 - 3:20
 
3:50 - 4:30

Friday, February 15, 2019

9:00 - 9:40
10:10 - 10:50
11:20 - 12:00
1:30 - 2:10
2:40 - 3:20
Krithika Manohar (California Institute of Technology)

Dimension-Reduced Dynamics From Slow-Fast Systems Using Diffusion Kernels