POD-enhanced deep learning-based reduced order models for the real-time simulation of cardiac electrophysiology in the left atrium

S Fresca, A Manzoni, L Dedè, A Quarteroni - Frontiers in physiology, 2021 - frontiersin.org
The numerical simulation of multiple scenarios easily becomes computationally prohibitive
for cardiac electrophysiology (EP) problems if relying on usual high-fidelity, full order models …

Three-dimensional topology optimization of auxetic metamaterial using isogeometric analysis and model order reduction

C Nguyen, X Zhuang, L Chamoin, X Zhao… - Computer Methods in …, 2020 - Elsevier
We present an approach for designing material micro-structures by using isogeometric
analysis and parameterized level set method. Design variables, which are level set values …

Isogeometric collocation discretizations for acoustic wave problems

E Zampieri, LF Pavarino - Computer Methods in Applied Mechanics and …, 2021 - Elsevier
The acoustic wave problem is here discretized by collocation isogeometric analysis (IGA) in
space and Newmark schemes of first and second order in time. A numerical study in the …

Space-time discontinuous Galerkin methods for weak solutions of hyperbolic linear symmetric Friedrichs systems

D Corallo, W Dörfler, C Wieners - Journal of Scientific Computing, 2023 - Springer
We study weak solutions and its approximation of hyperbolic linear symmetric Friedrichs
systems describing acoustic, elastic, or electro-magnetic waves. For the corresponding first …

Resolving high frequency issues via proper orthogonal decomposition based dynamic isogeometric analysis for structures with dissimilar materials

C Ding, RR Deokar, H Lian, Y Ding, G Li, X Cui… - Computer Methods in …, 2020 - Elsevier
After space discretization employing traditional dynamic isogeometric analysis of structures
(composite type) with/without dissimilar materials, the issues that persist include either using …

Proper orthogonal decomposition with SUPG-stabilized isogeometric analysis for reduced order modelling of unsteady convection-dominated convection-diffusion …

R Li, Q Wu, S Zhu - Journal of Computational Physics, 2019 - Elsevier
We consider reduced order modelling of unsteady convection-dominated convection-
diffusion-reaction problems with proper orthogonal decomposition (POD) in combination …

A new approach to proper orthogonal decomposition with difference quotients

SL Eskew, JR Singler - Advances in Computational Mathematics, 2023 - Springer
In a recent work (Koc et al., SIAM J. Numer. Anal. 59 (4), 2163–2196,), the authors showed
that including difference quotients (DQs) is necessary in order to prove optimal pointwise in …

[HTML][HTML] A Krylov-based proper orthogonal decomposition method for elastodynamics problems with isogeometric analysis

X Liu, H Wang, X Yu, C Wang - Engineering Analysis with Boundary …, 2021 - Elsevier
In this study, the application of isogeometric analysis (IGA) is extended to the linear
elastodynamics problems. In order to improve the efficiency of time-dependent problems …

The time-dependent generalized membrane shell model and its numerical computation

X Shen, J Jia, S Zhu, H Li, L Bai, T Wang… - Computer Methods in …, 2019 - Elsevier
In this paper, we discuss the time-dependent generalized membrane shell model, which has
not been addressed numerically in literature. We show that the solution of this model exists …

Two-grid reduced-order method based on POD for a nonlinear poroelasticity model

H Li, H Rui, M Gao - Journal of Computational and Applied Mathematics, 2025 - Elsevier
In this paper, we consider a two-field nonlinear poroelasticity model, in which the unknown
variables are the solid displacement and the pore pressure, and the permeability of the …