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Actuation manifold from snapshot data
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- Journal of Fluid Mechanics / Volume 996 / 10 October 2024
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- 30 September 2024, A26
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Jet mixing enhancement with Bayesian optimization, deep learning and persistent data topology
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- Journal of Fluid Mechanics / Volume 991 / 25 July 2024
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- 20 August 2024, A5
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Dynamics-augmented cluster-based network model
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- Journal of Fluid Mechanics / Volume 988 / 10 June 2024
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- 24 July 2024, A48
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Dynamic feature-based deep reinforcement learning for flow control of circular cylinder with sparse surface pressure sensing
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- Journal of Fluid Mechanics / Volume 988 / 10 June 2024
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- 28 May 2024, A4
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Preface
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- Data-Driven Fluid Mechanics
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- 12 January 2023
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- 02 February 2023, pp xiii-xviii
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A Note on the Notation
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- Data-Driven Fluid Mechanics
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- 02 February 2023, pp xix-xx
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Part VI - Perspectives
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- Data-Driven Fluid Mechanics
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- 12 January 2023
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- 02 February 2023, pp 391-392
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Contributors
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- 02 February 2023, pp x-xii
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Part II - Methods from Signal Processing
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- Data-Driven Fluid Mechanics
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- 12 January 2023
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- 02 February 2023, pp 59-60
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References
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- Data-Driven Fluid Mechanics
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- 02 February 2023, pp 409-448
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Contents
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- 02 February 2023, pp v-ix
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Part III - Data-Driven Decompositions
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- Data-Driven Fluid Mechanics
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- 02 February 2023, pp 115-116
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Part IV - Dynamical Systems
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- 02 February 2023, pp 201-202
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Part I - Motivation
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- Data-Driven Fluid Mechanics
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- 02 February 2023, pp 1-2
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Frontmatter
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- 02 February 2023, pp i-iv
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Part V - Applications
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- 12 January 2023
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- 02 February 2023, pp 285-286
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Stabilization of a multi-frequency open cavity flow with gradient-enriched machine learning control
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- Journal of Fluid Mechanics / Volume 955 / 25 January 2023
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- 17 January 2023, A20
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Data-Driven Fluid Mechanics
- Combining First Principles and Machine Learning
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- 12 January 2023
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- 02 February 2023
Machine-learned control-oriented flow estimation for multi-actuator multi-sensor systems exemplified for the fluidic pinball
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- Journal of Fluid Mechanics / Volume 952 / 10 December 2022
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- 01 December 2022, A36
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Cluster-based hierarchical network model of the fluidic pinball – cartographing transient and post-transient, multi-frequency, multi-attractor behaviour
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- Journal of Fluid Mechanics / Volume 934 / 10 March 2022
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- 18 January 2022, A24
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