Efficiency of randomised dynamic mode decomposition for reduced order modelling
From MaRDI portal
Publication:5031486
DOI10.1080/10618562.2018.1511049OpenAlexW2890030549MaRDI QIDQ5031486
Diana A. Bistrian, I. Michael Navon
Publication date: 16 February 2022
Published in: International Journal of Computational Fluid Dynamics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1080/10618562.2018.1511049
shallow water equationsdynamic mode decompositionnon-intrusive reduced order modellingrandomised dynamic mode decomposition
Related Items
On Least Squares Problems with Certain Vandermonde--Khatri--Rao Structure with Applications to DMD, On the comparison of LES data-driven reduced order approaches for hydroacoustic analysis, Randomized Dynamic Mode Decomposition, A note on incremental POD algorithms for continuous time data
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Finding structure with randomness: Probabilistic algorithms for constructing approximate matrix decompositions
- POD/DEIM reduced-order strategies for efficient four dimensional variational data assimilation
- POD reduced-order unstructured mesh modeling applied to 2D and 3D fluid flow
- A data-driven approximation of the koopman operator: extending dynamic mode decomposition
- A note on companion matrices
- Variants of dynamic mode decomposition: boundary condition, Koopman, and Fourier analyses
- Flow structures around a high-speed train extracted using proper orthogonal decomposition and dynamic mode decomposition
- Spectral properties of dynamical systems, model reduction and decompositions
- On dynamic mode decomposition: theory and applications
- Dynamic Mode Decomposition with Control
- Multiresolution Dynamic Mode Decomposition
- Dynamic mode decomposition of numerical and experimental data
- Spectral analysis of nonlinear flows
- Spectral proper orthogonal decomposition and its relationship to dynamic mode decomposition and resolvent analysis
- Analysis of Fluid Flows via Spectral Properties of the Koopman Operator
- Non‐intrusive reduced‐order modelling of the Navier–Stokes equations based on RBF interpolation
- Low-dimensional modelling of high-Reynolds-number shear flows incorporating constraints from the Navier–Stokes equation
- Recursive dynamic mode decomposition of transient and post-transient wake flows
- Koopman-mode decomposition of the cylinder wake