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Efficient geometrical parametrization for finite‐volume‐based reduced order methods

International journal for numerical methods in engineering, 2020-06, Vol.121 (12), p.2655-2682

2020

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Evaluation of different wind fields for the investigation of the dynamic response of offshore wind turbines

Wind energy (Chichester, England), 2020-09, Vol.23 (9), p.1810-1830

2020

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Machine Learning, Low-Rank Approximations and Reduced Order Modeling in Computational Mechanics

2019

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Balanced Proper Orthogonal Decomposition Applied to Magnetoquasi-Static Problems Through a Stabilization Methodology

IEEE transactions on magnetics, 2017-07, Vol.53 (7), p.1-10

2017

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On the stability and convergence of a Galerkin reduced order model (ROM) of compressible flow with solid wall and far-field boundary treatment

International journal for numerical methods in engineering, 2010-09, Vol.83 (10), p.1345-1375

2010

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The Shifted Proper Orthogonal Decomposition: A Mode Decomposition for Multiple Transport Phenomena

SIAM journal on scientific computing, 2018-01, Vol.40 (3), p.A1322-A1344

2018

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Parametric reduced-order modeling of once-through steam generator via double proper orthogonal decomposition

Nuclear engineering and design, 2024-12, Vol.429, p.113627, Article 113627

2024

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Fast, Generic, and Reliable Control and Simulation of Soft Robots Using Model Order Reduction

IEEE transactions on robotics, 2018-12, Vol.34 (6), p.1565-1576

2018

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Surrogate modeling of elasto-plastic problems via long short-term memory neural networks and proper orthogonal decomposition

Computer methods in applied mechanics and engineering, 2021-11, Vol.385, p.114030, Article 114030

2021

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Wind peak pressures on a square-section cylinder: Flow mechanism and standard/conditional POD analyses

Journal of wind engineering and industrial aerodynamics, 2022-03, Vol.222, p.104918, Article 104918

2022

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Non intrusive reduced order modeling of parametrized PDEs by kernel POD and neural networks

Computers & mathematics with applications (1987), 2021-12, Vol.104, p.1-13

2021

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Proper orthogonal decomposition variational multiscale element free Galerkin (POD-VMEFG) meshless method for solving incompressible Navier–Stokes equation

Computer methods in applied mechanics and engineering, 2016-11, Vol.311, p.856-888

2016

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Stereoscopic PIV measurements of near-wall flow in a tightly packed rod bundle with wire spacers

Experimental thermal and fluid science, 2018-04, Vol.92, p.420-435

2018

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The use of proper orthogonal decomposition (POD) meshless RBF-FD technique to simulate the shallow water equations

Journal of computational physics, 2017-12, Vol.351, p.478-510

2017

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Reactor power distribution detection and estimation via a stabilized gappy proper orthogonal decomposition method

Nuclear engineering and design, 2020-12, Vol.370, p.110833, Article 110833

2020

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Non intrusive method for parametric model order reduction using a bi-calibrated interpolation on the Grassmann manifold

Journal of computational physics, 2021-02, Vol.426, p.109924, Article 109924

2021

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Model order reduction accelerated Monte Carlo stochastic isogeometric method for the analysis of structures with high-dimensional and independent material uncertainties

Computer methods in applied mechanics and engineering, 2019-06, Vol.349, p.266-284

2019

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A hybrid reduced order method for modelling turbulent heat transfer problems

Computers & fluids, 2020-08, Vol.208, p.104615, Article 104615

2020

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Embedded LES of thermal stratification effects on the airflow and concentration fields around an isolated high-rise building: Spectral and POD analyses

Building and environment, 2021-12, Vol.206, p.108388, Article 108388

2021

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Experimental investigation of the flow-spray field in a realistic concentric staged high-temperature-rise combustor

Fuel (Guildford), 2022-06, Vol.318, p.123606, Article 123606

2022

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Fusing wind-tunnel measurements and CFD data using constrained gappy proper orthogonal decomposition

Aerospace science and technology, 2019-03, Vol.86, p.312-326

2019

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A novel inversion approach for identifying the shape of cavity by combining Gappy POD with direct inversion scheme

International journal of heat and mass transfer, 2020-04, Vol.150, p.119365, Article 119365

2020

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A reduced-order variational multiscale interpolating element free Galerkin technique based on proper orthogonal decomposition for solving Navier–Stokes equations coupled with a heat transfer equation: Nonstationary incompressible Boussinesq equations

Journal of computational physics, 2021-02, Vol.426, p.109875, Article 109875

2021

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A new method for prediction of power coefficient and wake length of a horizontal axis wind turbine based on energy analysis

Energy conversion and management, 2022-01, Vol.252, p.115121, Article 115121

2022

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Multitimescale Thermal Network Model of Power Devices Based on POD Algorithm

IEEE transactions on power electronics, 2024-04, Vol.39 (4), p.3906-3924

2024

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Efficient geometrical parametrization for finite‐volume‐based reduced order methods

Evaluation of different wind fields for the investigation of the dynamic response of offshore wind turbines

Machine Learning, Low-Rank Approximations and Reduced Order Modeling in Computational Mechanics

Balanced Proper Orthogonal Decomposition Applied to Magnetoquasi-Static Problems Through a Stabilization Methodology

On the stability and convergence of a Galerkin reduced order model (ROM) of compressible flow with solid wall and far-field boundary treatment

The Shifted Proper Orthogonal Decomposition: A Mode Decomposition for Multiple Transport Phenomena

Parametric reduced-order modeling of once-through steam generator via double proper orthogonal decomposition

Fast, Generic, and Reliable Control and Simulation of Soft Robots Using Model Order Reduction

Surrogate modeling of elasto-plastic problems via long short-term memory neural networks and proper orthogonal decomposition

Wind peak pressures on a square-section cylinder: Flow mechanism and standard/conditional POD analyses

Non intrusive reduced order modeling of parametrized PDEs by kernel POD and neural networks

Proper orthogonal decomposition variational multiscale element free Galerkin (POD-VMEFG) meshless method for solving incompressible Navier–Stokes equation

Stereoscopic PIV measurements of near-wall flow in a tightly packed rod bundle with wire spacers

The use of proper orthogonal decomposition (POD) meshless RBF-FD technique to simulate the shallow water equations

Reactor power distribution detection and estimation via a stabilized gappy proper orthogonal decomposition method

Non intrusive method for parametric model order reduction using a bi-calibrated interpolation on the Grassmann manifold

Model order reduction accelerated Monte Carlo stochastic isogeometric method for the analysis of structures with high-dimensional and independent material uncertainties

A hybrid reduced order method for modelling turbulent heat transfer problems

Embedded LES of thermal stratification effects on the airflow and concentration fields around an isolated high-rise building: Spectral and POD analyses

Experimental investigation of the flow-spray field in a realistic concentric staged high-temperature-rise combustor

Fusing wind-tunnel measurements and CFD data using constrained gappy proper orthogonal decomposition

A novel inversion approach for identifying the shape of cavity by combining Gappy POD with direct inversion scheme

A reduced-order variational multiscale interpolating element free Galerkin technique based on proper orthogonal decomposition for solving Navier–Stokes equations coupled with a heat transfer equation: Nonstationary incompressible Boussinesq equations

A new method for prediction of power coefficient and wake length of a horizontal axis wind turbine based on energy analysis

Multitimescale Thermal Network Model of Power Devices Based on POD Algorithm

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