Book contents
- Frontmatter
- Contents
- Contributors
- Preface
- A Note on the Notation
- Part I Motivation
- Part II Methods from Signal Processing
- Part III Data-Driven Decompositions
- Part IV Dynamical Systems
- 10 Linear Dynamical Systems and Control
- 11 Nonlinear Dynamical Systems
- 12 Methods for System Identification
- 13 Modern Tools for the Stability Analysis of Fluid Flows
- Part V Applications
- Part VI Perspectives
- References
11 - Nonlinear Dynamical Systems
from Part IV - Dynamical Systems
Published online by Cambridge University Press: 12 January 2023
- Frontmatter
- Contents
- Contributors
- Preface
- A Note on the Notation
- Part I Motivation
- Part II Methods from Signal Processing
- Part III Data-Driven Decompositions
- Part IV Dynamical Systems
- 10 Linear Dynamical Systems and Control
- 11 Nonlinear Dynamical Systems
- 12 Methods for System Identification
- 13 Modern Tools for the Stability Analysis of Fluid Flows
- Part V Applications
- Part VI Perspectives
- References
Summary
- Type
- Chapter
- Information
- Data-Driven Fluid MechanicsCombining First Principles and Machine Learning, pp. 217 - 231Publisher: Cambridge University PressPrint publication year: 2023