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Constrained sparse Galerkin regression

Journal of fluid mechanics, 2018-03, Vol.838, p.42-67

2018

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Sparse reduced-order modelling: sensor-based dynamics to full-state estimation

Journal of fluid mechanics, 2018-06, Vol.844, p.459-490

2018

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Construction of reduced-order models for fluid flows using deep feedforward neural networks

Journal of fluid mechanics, 2019-08, Vol.872, p.963-994

2019

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Multi-scale invariant solutions in plane Couette flow: a reduced-order model approach

Journal of fluid mechanics, 2024-03, Vol.983, Article A33

2024

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Leveraging reduced-order models for state estimation using deep learning

Journal of fluid mechanics, 2020-08, Vol.897, Article R1

2020

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Transition to chaos in a reduced-order model of a shear layer

Journal of fluid mechanics, 2022-02, Vol.932, Article A43

2022

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A reduced-order model of three-dimensional unsteady flow in a cavity based on the resolvent operator

Journal of fluid mechanics, 2016-07, Vol.798, Article R2

2016

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Linear iterative method for closed-loop control of quasiperiodic flows

Journal of fluid mechanics, 2019-06, Vol.868, p.26-65

2019

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Modelling the unsteady lift of a pitching NACA 0018 aerofoil using state-space neural networks

Journal of fluid mechanics, 2024-03, Vol.983, Article A8

2024

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Capturing the edge of chaos as a spectral submanifold in pipe flows

Journal of fluid mechanics, 2024-01, Vol.979, Article A48

2024

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Data-driven kinematics-consistent model-order reduction of fluid–structure interaction problems: application to deformable microcapsules in a Stokes flow

Journal of fluid mechanics, 2023-01, Vol.955, Article A2

2023

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Geometric-control formulation and averaging analysis of the unsteady aerodynamics of a wing with oscillatory controls

Journal of fluid mechanics, 2021-12, Vol.928, Article A30

2021

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On the aeroelastic bifurcation of a flexible panel subjected to cavity pressure and inviscid oblique shock

Journal of fluid mechanics, 2024-05, Vol.986, Article A28

2024

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Predicting turbulent dynamics with the convolutional autoencoder echo state network

Journal of fluid mechanics, 2023-11, Vol.975, Article A2

2023

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Weakly nonlinear analysis of thermoacoustic oscillations in can-annular combustors

Journal of fluid mechanics, 2024-02, Vol.980, Article A52

2024

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Regressing bubble cluster dynamics as a disordered many-body system

Journal of fluid mechanics, 2024-04, Vol.985, Article A23

2024

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The cardiovascular system: Mathematical modelling, numerical algorithms and clinical applications

Acta numerica, 2017-05, Vol.26, p.365-590

2017

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Modeling Thermal Regulation in Thin Vascular Systems: A Mathematical Analysis

Communications in computational physics, 2023-04, Vol.33 (4), p.1035-1068

Kalyana B. Nakshatrala, Kalyana B. Nakshatrala

2023

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From snapshots to modal expansions – bridging low residuals and pure frequencies

Journal of fluid mechanics, 2016-09, Vol.802, p.1-4

Noack, Bernd R.

2016

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Application of physics-constrained data-driven reduced-order models to shape optimization

Journal of fluid mechanics, 2022-03, Vol.934, Article A32

2022

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Dynamics-augmented cluster-based network model

Journal of fluid mechanics, 2024-07, Vol.988, Article A48

2024

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Feedback control of unstable flow and vortex-induced vibration using the eigensystem realization algorithm

Journal of fluid mechanics, 2017-09, Vol.827, p.394-414

2017

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Eddy-viscosity-improved resolvent analysis of compressible turbulent boundary layers

Journal of fluid mechanics, 2024-03, Vol.983, Article A46

2024

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A modelling framework for efficient reduced order simulations of parametrised lithium-ion battery cells

European journal of applied mathematics, 2023-06, Vol.34 (3), p.554-591

2023

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Global dynamics and topology of two-phase mixing layer flow through simultaneous gas and liquid velocity measurements

Journal of fluid mechanics, 2024-02, Vol.981, Article A13

2024

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Constrained sparse Galerkin regression

Sparse reduced-order modelling: sensor-based dynamics to full-state estimation

Construction of reduced-order models for fluid flows using deep feedforward neural networks

Multi-scale invariant solutions in plane Couette flow: a reduced-order model approach

Leveraging reduced-order models for state estimation using deep learning

Transition to chaos in a reduced-order model of a shear layer

A reduced-order model of three-dimensional unsteady flow in a cavity based on the resolvent operator

Linear iterative method for closed-loop control of quasiperiodic flows

Modelling the unsteady lift of a pitching NACA 0018 aerofoil using state-space neural networks

Capturing the edge of chaos as a spectral submanifold in pipe flows

Data-driven kinematics-consistent model-order reduction of fluid–structure interaction problems: application to deformable microcapsules in a Stokes flow

Geometric-control formulation and averaging analysis of the unsteady aerodynamics of a wing with oscillatory controls

On the aeroelastic bifurcation of a flexible panel subjected to cavity pressure and inviscid oblique shock

Predicting turbulent dynamics with the convolutional autoencoder echo state network

Weakly nonlinear analysis of thermoacoustic oscillations in can-annular combustors

Regressing bubble cluster dynamics as a disordered many-body system

The cardiovascular system: Mathematical modelling, numerical algorithms and clinical applications

Modeling Thermal Regulation in Thin Vascular Systems: A Mathematical Analysis

From snapshots to modal expansions – bridging low residuals and pure frequencies

Application of physics-constrained data-driven reduced-order models to shape optimization

Dynamics-augmented cluster-based network model

Feedback control of unstable flow and vortex-induced vibration using the eigensystem realization algorithm

Eddy-viscosity-improved resolvent analysis of compressible turbulent boundary layers

A modelling framework for efficient reduced order simulations of parametrised lithium-ion battery cells

Global dynamics and topology of two-phase mixing layer flow through simultaneous gas and liquid velocity measurements

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