Some practical remarks in solving partial differential equations using reduced order schemes obtained through the POD method [PDF]
INCAS Bulletin, 2022 In this paper we address the subject of mathematical modelling, more precisely the optimization of algorithms for numerically solving partial differential equations.
Alexandru SOLOMON +2 more
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The use of proper orthogonal decomposition for the simulation of highly nonlinear hygrothermal performance [PDF]
MATEC Web of Conferences, 2019 In this paper, the use of proper orthogonal decomposition for simulating nonlinear heat, air and moisture transfer is investigated via two applications: HAMSTAD benchmarks 2 and 3.
Hou Tianfeng, Roels Staf, Janssen Hans
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Unsteady effects at the interface between impeller-vaned diffuser in a low pressure centrifugal compressor [PDF]
INCAS Bulletin, 2013 In this paper, Proper Orthogonal Decomposition (POD) is applied to the analysis of the unsteady rotor-stator interaction in a low-pressure centrifugal compressor.
Mihai Leonida NICULESCU, Sterian DANAILA
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Inverse Design and Optimization of Low Specific Speed Centrifugal Pump Blade Based on Adaptive POD Hybrid Model [PDF]
Journal of Applied Fluid Mechanics, 2022 To improve the prediction accuracy of the surrogate model and reduce the calculation cost for hydraulic optimization design of centrifugal pump impeller, an inverse design and optimization method based on adaptive proper orthogonal decomposition (APOD ...
X. B. Chen, R. H. Zhang, W. F. Yang
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The Rapid Data-Driven Prediction Method of Coupled Fluid–Thermal–Structure for Hypersonic Vehicles
Aerospace, 2021 This work demonstrates the use of Latin Hypercube Sampling and Proper Orthogonal Decomposition in combination with a Radial Basis Function model to perform on vehicle prediction coupled fluid–thermal–structure.
Jing Liu, Meng Wang, Shu Li
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Algorithms, 2020 This work considers model reduction techniques that can substantially decrease computational cost in simulating parmetrized Allen–Cahn equation. We first employ the proper orthogonal decomposition (POD) approach to reduce the number of unknowns in the ...
Chutipong Dechanubeksa +1 more
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Energies, 2020 The buzz phenomenon of a typical supersonic inlet is analyzed using the unsteady Reynolds Average Navier-Stokes (RANS) simulation and proper orthogonal decomposition (POD) method.
Wenguo Luo +4 more
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Parameter Identification in Cardiac Electrophysiology Using Proper Orthogonal Decomposition Method [PDF]
, 2011 We consider the problem of estimating some parameters (like ionic models or parameters involved in the initial stimulation) of a model of electrocardiograms (ECG) from the data of the Einthoven leads. This problem can be viewed as a first attempt to identify or to locate a pathology.
Boulakia, Muriel +1 more
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AIP Advances, 2020 A common interpretation is presented for four powerful modal decomposition techniques: “proper orthogonal decomposition,” “smooth orthogonal decomposition,” “state-variable decomposition,” and “dynamic mode decomposition.” It is shown that, in certain ...
Arham Amin Khan +2 more
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Modal Decomposition Study of the Non-Reactive Flow Field in a Dual-Swirl Combustor
Energies, 2023 The modal decomposition study of the non-reactive flow field in a dual-swirl combustor is investigated through the large eddy simulation. The formation mechanism and function of various recirculation zones are elaborated by analyzing the time-averaged ...
Xiangzhou Feng +3 more
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