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Proper orthogonal decomposition methods for noise reduction in particle-based transport calculations

Physics of Plasmas, 2008
Proper orthogonal decomposition techniques to reduce noise in the reconstruction of the distribution function in particle-based transport calculations are explored. For two-dimensional steady-state problems, the method is based on low rank truncations of the singular value decomposition of a coarse-grained representation of the particle distribution ...
D. del-Castillo-Negrete   +2 more
openaire   +1 more source

Comparative Study with Data Assimilation Experiments Using Proper Orthogonal Decomposition Method

2008
In this work the POD approach to model reduction is used to construct a reduced-order control space for the simple one-dimensional transport equations. Several data assimilation experiments associated with these transport models are performed in the reduced control space.
Gabriel Dimitriu, Narcisa Apreutesei
openaire   +1 more source

A Sequence Model Compression Method Based on Proper Orthogonal Decomposition

2023 3rd International Conference on Computer Science and Blockchain (CCSB), 2023
Jianing Xue, Dakui Wu, Yajun Liu
openaire   +1 more source

Analysis of Turbine Wake Characteristics using Proper Orthogonal Decomposition and Triple Decomposition Methods

2015
In the present study, we report the progress made in our efforts to examine the wake flow characteristics behind a commonly-used three-bladed horizontal-axis wind turbine. A series of experiments were performed in a large-scale wind tunnel with a scaled wind turbine model placed in a typical Atmospheric Boundary Layer (ABL) wind under neutral stability
Premaratne, Pavithra, Tian, Wei, Hu, Hui
openaire   +1 more source

CFD-based proper orthogonal decomposition method 1

2017
Qingyan Chen   +3 more
openaire   +1 more source

Flow sensing method for fluid-structure interaction systems via multilayer proper orthogonal decomposition

Journal of Fluids and Structures, 2023
Xuyi Jia   +3 more
openaire   +1 more source

Galerkin proper orthogonal decomposition methods for parameter dependent elliptic systems

Discussiones Mathematicae. Differential Inclusions, Control and Optimization, 2007
Martin Kahlbacher, Stefan Volkwein
openaire   +1 more source

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