A short review on model order reduction based on proper generalized decomposition

F Chinesta, P Ladeveze, E Cueto - Archives of Computational Methods in …, 2011 - Springer
This paper revisits a new model reduction methodology based on the use of separated
representations, the so called Proper Generalized Decomposition—PGD. Space and time …

Accelerated simulation methodologies for computational vascular flow modelling

M MacRaild, A Sarrami-Foroushani… - Journal of the …, 2024 - royalsocietypublishing.org
Vascular flow modelling can improve our understanding of vascular pathologies and aid in
developing safe and effective medical devices. Vascular flow models typically involve …

[PDF][PDF] Model order reduction

F Chinesta, A Huerta, G Rozza… - Encyclopedia of …, 2016 - ww2.lacan.upc.edu
This chapter presents an overview of Model Order Reduction–a new paradigm in the field of
simulationbased engineering sciences, and one that can tackle the challenges and leverage …

Model reduction methods

F Chinesta, A Huerta, G Rozza… - Encyclopedia of …, 2017 - Wiley Online Library
This chapter presents an overview of model order reduction–a new paradigm in the field of
simulation‐based engineering sciences, and one that can tackle the challenges and …

[图书][B] Proper generalized decompositions: an introduction to computer implementation with Matlab

E Cueto, D González, I Alfaro - 2016 - books.google.com
This book is intended to help researchers overcome the entrance barrier to Proper
Generalized Decomposition (PGD), by providing a valuable tool to begin the programming …

[HTML][HTML] Numerical solution of high dimensional stationary Fokker–Planck equations via tensor decomposition and Chebyshev spectral differentiation

Y Sun, M Kumar - Computers & Mathematics with Applications, 2014 - Elsevier
This paper focuses on the curse of dimensionality in the numerical solution of the stationary
Fokker–Planck equation for systems with state-independent excitation. A tensor …

kPCA-based parametric solutions within the PGD framework

D González, JV Aguado, E Cueto… - … Methods in Engineering, 2018 - Springer
Parametric solutions make possible fast and reliable real-time simulations which, in turn
allow real time optimization, simulation-based control and uncertainty propagation. This …

Time‐space PGD for the rapid solution of 3D nonlinear parametrized problems in the many‐query context

D Néron, PA Boucard, N Relun - International Journal for …, 2015 - Wiley Online Library
This work deals with the question of the resolution of nonlinear problems for many different
configurations in order to build a 'virtual chart'of solutions. The targeted problems are three …

A Newmark space-time formulation in structural dynamics

F Bamer, N Shirafkan, X Cao, A Oueslati… - Computational …, 2021 - Springer
In this contribution, we present a space-time formulation of the Newmark integration scheme
for linear damped structures under both harmonic and transient excitations. The incremental …

Non-incremental transient solution of the Rayleigh–Bénard convection model by using the PGD

MS Aghighi, A Ammar, C Metivier, M Normandin… - Journal of Non …, 2013 - Elsevier
This paper focuses on the non-incremental solution of transient coupled non-linear models,
in particular the one related to the Rayleigh–Bénard flow problem that models natural …