Constrained sparse Galerkin regression (Q5226317)

scientific article; zbMATH DE number 7087601

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English	Constrained sparse Galerkin regression	scientific article; zbMATH DE number 7087601

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instance of

scholarly article

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title

Constrained sparse Galerkin regression (English)

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zbMATH Open document ID

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Journal of Fluid Mechanics

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publication date

31 July 2019

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full work available at URL

https://arxiv.org/abs/1611.03271

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Mathematics Subject Classification ID

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low-dimensional models

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nonlinear dynamical systems

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describes a project that uses

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MaRDI publication profile

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A new look at the statistical model identification

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Koopman-mode decomposition of the cylinder wake

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Input–output analysis, model reduction and control of the flat-plate boundary layer

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Low-dimensional modelling of high-Reynolds-number shear flows incorporating constraints from the Navier–Stokes equation

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Closed-loop control of an open cavity flow using reduced-order models

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Three-dimensional Floquet stability analysis of the wake of a circular cylinder

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Nonlinear System Identification

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Automated reverse engineering of nonlinear dynamical systems

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Discovering governing equations from data by sparse identification of nonlinear dynamical systems

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Q5491042

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Centre-manifold reduction of bifurcating flows

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Preserving Lagrangian Structure in Nonlinear Model Reduction with Application to Structural Dynamics

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Numerical differentiation of noisy, nonsmooth data

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Compressed sensing

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Compressible proper orthogonal decomposition/Galerkin reduced-order model of self-sustained oscillations in a cavity

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Q5689624

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Synergetics. An introduction. Nonequilibrium phase transitions and self-organization in physics, chemistry, and biology. 3rd rev. and enl. ed

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Turbulence, Coherent Structures, Dynamical Systems and Symmetry

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Modeling of transitional channel flow using balanced proper orthogonal decomposition

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Cluster-based reduced-order modelling of a mixing layer

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Deep learning in fluid dynamics

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Reynolds averaged turbulence modelling using deep neural networks with embedded invariance

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Physics constrained nonlinear regression models for time series

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Model selection for dynamical systems via sparse regression and information criteria

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Harmonics generation and the mechanics of saturation in flow over an open cavity: a second-order self-consistent description

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Spectral properties of dynamical systems, model reduction and decompositions

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Analysis of Fluid Flows via Spectral Properties of the Koopman Operator

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Neural network modeling for near wall turbulent flow.

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A hierarchy of low-dimensional models for the transient and post-transient cylinder wake

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Global Stability Analysis for Linear Dynamics

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Recursive dynamic mode decomposition of transient and post-transient wake flows

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MODEL REDUCTION FOR FLUIDS, USING BALANCED PROPER ORTHOGONAL DECOMPOSITION

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On self-sustained oscillations in two-dimensional compressible flow over rectangular cavities

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Model Reduction for Flow Analysis and Control

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Spectral analysis of nonlinear flows

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Learning partial differential equations via data discovery and sparse optimization

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On long-term boundedness of Galerkin models

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Dynamic mode decomposition of numerical and experimental data

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Estimating the dimension of a model

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Reduced-order modelling of the flow around a high-lift configuration with unsteady Coanda blowing

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Global stability of base and mean flows: a general approach and its applications to cylinder and open cavity flows

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Turbulence and the dynamics of coherent structures. I. Coherent structures

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Mean field representation of the natural and actuated cylinder wake

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Q4864293

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On dynamic mode decomposition: theory and applications

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A data-driven approximation of the koopman operator: extending dynamic mode decomposition

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Mathematics(1 entry)

mardi Publication:5226317