Turbulence control: from model-based to machine learned
type: Item
instance of: scholarly article
title: Turbulence control: from model-based to machine learned
DOI: 10.1007/978-3-031-47355-5_4
author: Nan Deng
author: Guy Y. Cornejo MacEda
author: Bernd R. Noack
publication date: 2024-09-25T00:00:00Z
Mathematics Subject Classification ID: 76F70
Mathematics Subject Classification ID: 76D55
Mathematics Subject Classification ID: 76N25
Mathematics Subject Classification ID: 76-02
Mathematics Subject Classification ID: 68T05
Mathematics Subject Classification ID: 68T07
zbMATH DE Number: 7918503
zbMATH Keywords: transient/post-transient dynamics
zbMATH Keywords: route to chaos
zbMATH Keywords: open-loop control
zbMATH Keywords: proximity map method
zbMATH Keywords: cluster-based network model
zbMATH Keywords: unforced fluidic pinball
MaRDI profile type: Publication
cites work: Q2934696
cites work: Machine Learning for Fluid Mechanics
cites work: Stabilization of the fluidic pinball with gradient-enriched machine learning control
cites work: Low-order model for successive bifurcations of the fluidic pinball
cites work: Cluster-based hierarchical network model of the fluidic pinball – cartographing transient and post-transient, multi-frequency, multi-attractor behaviour
cites work: Q4344486
cites work: Machine learning control -- taming nonlinear dynamics and turbulence
cites work: A physics-based approach to flow control using system identification
cites work: Metric for attractor overlap
cites work: Cluster-based reduced-order modelling of a mixing layer
cites work: Q5242375
cites work: Cluster-based network model
cites work: Solution of the eigenvalue problems resulting from global non-parallel flow stability analysis
cites work: Cluster-based feedback control of turbulent post-stall separated flows
cites work: Frequency selection by feedback control in a turbulent shear flow
cites work: Artificial neural networks trained through deep reinforcement learning discover control strategies for active flow control
cites work: Model Reduction for Flow Analysis and Control
cites work: Q4511213
cites work: Artificial intelligence control of a turbulent jet
description: scientific article; zbMATH DE number 7918503