CD-ROM: Complemented Deep-Reduced order model

E Menier, MA Bucci, M Yagoubi, L Mathelin… - Computer Methods in …, 2023 - Elsevier
Abstract Model order reduction through the POD-Galerkin method can lead to dramatic
gains in terms of computational efficiency in solving physical problems. However, the …

Wavelet adaptive proper orthogonal decomposition for large-scale flow data

P Krah, T Engels, K Schneider, J Reiss - Advances in Computational …, 2022 - Springer
The proper orthogonal decomposition (POD) is a powerful classical tool in fluid mechanics
used, for instance, for model reduction and extraction of coherent flow features. However, its …

An effective and accurate data-driven approach for thermal simulation of CPUs

L Jiang, Y Liu, MC Cheng - 2021 20th IEEE intersociety …, 2021 - ieeexplore.ieee.org
A data-driven reduced-order approach is applied to develop a thermal simulation model for
a quad-core CPU, AMD ATHLON II X4 610e. The model is based on proper orthogonal …

Метод асимптотического расщепления в динамических задачах пространственной теории упругости

СК Голушко, ГЛ Горынин, АГ Горынин - Итоги науки и техники …, 2020 - mathnet.ru
В работе реализован метод асимптотического расщепления и получены
асимптотические решения применительно к динамическим задачам пространственной …

Numerical investigation of flame-acoustic interaction at resonant and non-resonant conditions in a model combustion chamber

T Horchler, S Fechter, J Hardi - Aerospace, 2024 - elib.dlr.de
Despite considerable research effort in the past 60 years, the occurrence of combustion
instabilities in rocket engines is still not fully understood. While the physical mechanisms …

Deep Learning for Reduced Order Modeling

E Menier - 2024 - theses.hal.science
Dynamical systems are generally modeled using Partial Differential Equations (PDE). These
models are intricately linked to the way scientists observe the world and, as such, they are …

Numerical Modeling For Fracture Mechanics Problems Using The Open-source Fenics Platform

CCP Martins, BR Lemos… - … -American Journal of …, 2024 - lajc.epn.edu.ec
Fracture mechanics is the mechanical approach to fracture processes, which emerged due
to limitations in the application of traditional concepts of Mechanics of Materials to predict the …

Design of bi-fluid heat exchangers using topology optimization

G Gargantini - 2019 - politesi.polimi.it
Heat exchangers constitute crucial components for several technical applications, assuring
the proper functioning of mechanical systems, as well as electronic circuits. The demand for …

[PDF][PDF] Numerical Modeling For Fracture Mechanics Problems Using e Open-source Fenics Platform

CC Prates Martins, AG de Souza Galdino, RG Andrade - portal.amelica.org
Fracture mechanics is the mechanical approach to fracture processes, which emerged due
to limitations in applying traditional concepts of Mechanics of Materials to predict the …