Nonlinear Dynamical Systems (Prof. Steve L. Brunton) – Part 1
This lecture was given by Prof. Steve L. Brunton, University of Washington, USA in the framework of the von Karman Lecture Series on Machine Learning for Fluid Mechanics organized by the von Karman Institute and the Université libre de Bruxelles in February 2020.
This lecture presents a modern perspective on dynamical systems in the context of current goals and open challenges. Data-driven dynamical systems is a rapidly evolving field, and therefore, we focus on a mix of established and emerging methods that are driving current developments. In particular, we will focus on the key challenges of discovering
dynamics from data and finding data-driven representations that make nonlinear systems amenable to linear analysis.
Видео Nonlinear Dynamical Systems (Prof. Steve L. Brunton) – Part 1 канала von Karman Institute for Fluid Dynamics
This lecture presents a modern perspective on dynamical systems in the context of current goals and open challenges. Data-driven dynamical systems is a rapidly evolving field, and therefore, we focus on a mix of established and emerging methods that are driving current developments. In particular, we will focus on the key challenges of discovering
dynamics from data and finding data-driven representations that make nonlinear systems amenable to linear analysis.
Видео Nonlinear Dynamical Systems (Prof. Steve L. Brunton) – Part 1 канала von Karman Institute for Fluid Dynamics
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13 июля 2023 г. 13:47:06
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