arrow
Return

Parallel reduced-order modeling for digital twins using high-performance computing workflows

delete2025-06-24
delete0
delete
OA
AI
S
S. Ares de Parga
J
J.R. Bravo
N
N. Sibuet
J
J.A. Hernández
R
Riccardo Rossi
S
Stefan Boschert
E
Enrique S. Quintana–Ort́ı
A
Andrés E. Tomás
C
Cristian Cătălin Tatu
F
Fernando Vázquez-Novoa
J
Jorge Ejarque
R
Rosa M. Badía
DOI:10.1016/j.compstruc.2025.107867delete
deleteOriginal
deleteOriginal request for help
deleteShare
deleteSave
Abstract

Abstract

En 中文
• High-performance computing-enabled workflow for projection-based reduced order models. • Integration of parallel SVD algorithms for large-scale industrial simulations. • Introduction of a novel partitioned version of the Empirical Cubature Method. • Use case validating reduced-order modeling for motor thermal dynamics.
Keywords:
High-performance computing
Projection-based reduced-order models
Digital twins
Computational mechanics
Multiphysics simulations
Parallel algorithms
Empirical cubature method
Hyperreduction techniques
Convective heat transfer
Thermal analysis
Motor thermal dynamics

Journal

C
Computers and Structures
IF:
4.8
Papers:
6.2K
Citations:
1.7W

Organization

No organization information available
Cited Papers

Cited Papers

Non-conforming FEM-FEM coupling approaches and their application to dynamic structural analysis
err2021-08-01
err4
PREAI
errWilson, Peter; Teschemacher, Tobias; Bucher, Philipp; Wuechner, Roland
errShare
errSave
Digital Twins for Wind Energy Conversion Systems: A Literature Review of Potential Modelling Techniques Focused on Model Fidelity and Computational Load
err2021-12-09
err0
errOAAI
errJeroen D. M. De Kooning; Kurt Stockman; Jeroen De Maeyer; Antonio Jarquin-Laguna; Lieven Vandevelde
errShare
errSave
Block size estimation for data partitioning in HPC applications using machine learning techniques
err2024-01-16
err0
errOAAI
errCantini, Riccardo; Marozzo, Fabrizio; Orsino, Alessio; Talia, Domenico; Trunfio, Paolo; Badia, Rosa M.; Ejarque, Jorge; Vazquez-Novoa, Fernando
errShare
errSave
PyCOMPSs: Parallel computational workflows in Python
err2016-07-27
err90
errOAAI
errTejedor, Enric; Becerra, Yolanda; Alomar, Guillem; Queralt, Anna; Badia, Rosa M.; Torres, Jordi; Cortes, Toni; Labarta, Jesus
errShare
errSave
Reveal: An Extensible Reduced-Order Model Builder for Simulation and Modeling
err2014-03-01
err0
PREAI
errKhushbu Agarwal; Poorva Sharma; Jinliang Ma; Chaomei Lo; Ian Gorton; Yan Liu
errShare
errSave
researcher View more