filmov
tv
Operators for (Nonlinear) Dynamical Systems

Показать описание
Koopman Generators, Liouville Operators, and Transfer Functions! We talk about the role of operators in Dynamical Systems theory. This requires a discussion of Hilbert spaces, Densely Defined Operators, and Occupation Kernels.
Lupin is a Netflix Property, Footage leveraged via fair use (educational video)
Music:
Come 2gether by Ooyy
Video Call from Los Angeles by Trevor Kowalski
Wrong by Dan Henig
Guardians + Tek by Craig Hardgrove
Lupin is a Netflix Property, Footage leveraged via fair use (educational video)
Music:
Come 2gether by Ooyy
Video Call from Los Angeles by Trevor Kowalski
Wrong by Dan Henig
Guardians + Tek by Craig Hardgrove
Operators for (Nonlinear) Dynamical Systems
An introduction to the Koopman Operator (DS4DS 8.01)
SIAM DS21: Igor Mezić - Koopman Operator, Geometry, and Learning of Dynamical Systems
Koopman-operator-based Attitude Dynamics and Control on SO(3)
Koopman Observable Subspaces & Finite Linear Representations of Nonlinear Dynamics for Control
A2IR2 Seminar 2 - Modal Description of Nonlinear Dynamical Systems with Koopman Operator Theory
DDPS | Physics-Informed Learning for Nonlinear Dynamical Systems
The Anatomy of a Dynamical System
Nonlinear System Identification of Soft Robot Dynamics Using Koopman Operator Theory - ICRA 2019
Transfer operators and dynamical systems
Robust & Interpretable Learning for Operator Theoretic Modeling of Non-linear Dynamics
SIAM DS21: Yoshihiko Susuki - Koopman Resolvent for Nonlinear Dynamical Systems
Theory, Computation, and Applications of Nonlinear Dynamical Systems Lecture 11
Estimation of Interactions among Dynamical Elements by Koopman Operator
The Two Hilbert Spaces (for Nonlocal Operators)
DDN Invited Talk: Deep equilibrium models and monotone operators (Zico Kolter)
Dynamical System Inner Products and Projections with Liouville Operators (Koopman Generators)
Propagating Parameter Uncertainty in Power System Nonlinear Dynamic Simulations Using a
Lecture10 MultipleBasinsofAttractionandStability
Koopman Operator Optimal Control
A variational approach to closure of nonlinear dynamical systems - Liu - Workshop 1 - CEB T3 2019
SIAM DS21: Allan Avila - Pullback Operator Methods in Dynamical Systems: Theory and Applications
Igor Mezic: 'Koopman Operator Theory for Dynamical Systems, Control and Data Analytics'
Lecture5 : Linear Systems 1
Комментарии