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Accelerated simulation methodologies for computational vascular flow modelling
Vascular flow modelling can improve our understanding of vascular pathologies and aid in
develo** safe and effective medical devices. Vascular flow models typically involve …
develo** safe and effective medical devices. Vascular flow models typically involve …
The multiverse of dynamic mode decomposition algorithms
MJ Colbrook - ar**, resulting in
large vibration response under dynamic excitation. The vibration response of the cable-strut …
large vibration response under dynamic excitation. The vibration response of the cable-strut …
Information sharing-based multivariate proper orthogonal decomposition
Z Wang, G Zhang, T Sun, H Huang - Physics of Fluids, 2023 - pubs.aip.org
This study explores challenges in multivariate modal decomposition for various flow
scenarios, emphasizing the problem of inconsistent physical modes in Proper Orthogonal …
scenarios, emphasizing the problem of inconsistent physical modes in Proper Orthogonal …
A model reduction method for parametric dynamical systems defined on complex geometries
H Song, Y Ba, D Chen, Q Li - Journal of Computational Physics, 2024 - Elsevier
Dynamic mode decomposition (DMD) describes the dynamical system in an equation-free
manner and can be used for the prediction and control. It is an efficient data-driven method …
manner and can be used for the prediction and control. It is an efficient data-driven method …
Reduced-order modeling for parameterized PDEs via implicit neural representations
We present a new data-driven reduced-order modeling approach to efficiently solve
parametrized partial differential equations (PDEs) for many-query problems. This work is …
parametrized partial differential equations (PDEs) for many-query problems. This work is …
Dynamic mode decomposition-based technique for cross-term suppression in the Wigner-Ville distribution
This paper presents a new method for time-frequency representation (TFR) using dynamic
mode decomposition (DMD) and Wigner-Ville distribution (WVD), which is termed as DMD …
mode decomposition (DMD) and Wigner-Ville distribution (WVD), which is termed as DMD …
Data-driven local operator finding for reduced-order modelling of plasma systems: II. Application to parametric dynamics
Real-world systems often exhibit dynamics influenced by various parameters, either inherent
or externally controllable, necessitating models capable of reliably capturing these …
or externally controllable, necessitating models capable of reliably capturing these …