Application of reduced-order models for temporal multiscale representations in the prediction of dynamical systems

Elias Al Ghazal; Jad Mounayer; Beatriz Moya; Sebastian Rodriguez; Chady Ghnatios; Francisco Chinesta

doi:10.5802/CRMECA.355

Application of reduced-order models for temporal multiscale representations in the prediction of dynamical systems

Elias Al Ghazal
, Jad Mounayer
, Beatriz Moya
, Sebastian Rodriguez
, Chady Ghnatios
, Francisco Chinesta

School of Engineering

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	203-226
Number of pages	24
Journal	Comptes Rendus - Mecanique
Volume	354
DOIs	https://doi.org/10.5802/CRMECA.355
State	Published - 2026

ASJC Scopus Subject Areas

General Materials Science
Mechanics of Materials

Keywords

Multiscale dynamics
data-driven modeling
model reduction
neural networks
partition of unity
singular value decomposition
sparse high order SVD

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10.5802/CRMECA.355

Cite this

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keywords = "Multiscale dynamics, data-driven modeling, model reduction, neural networks, partition of unity, singular value decomposition, sparse high order SVD",

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year = "2026",

doi = "10.5802/CRMECA.355",

language = "English",

volume = "354",

pages = "203--226",

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TY - JOUR

T1 - Application of reduced-order models for temporal multiscale representations in the prediction of dynamical systems

AU - Al Ghazal, Elias

AU - Mounayer, Jad

AU - Moya, Beatriz

AU - Rodriguez, Sebastian

AU - Ghnatios, Chady

AU - Chinesta, Francisco

PY - 2026

Y1 - 2026

KW - Multiscale dynamics

KW - data-driven modeling

KW - model reduction

KW - neural networks

KW - partition of unity

KW - singular value decomposition

KW - sparse high order SVD

UR - https://www.scopus.com/pages/publications/105037874067

UR - https://www.scopus.com/pages/publications/105037874067#tab=citedBy

U2 - 10.5802/CRMECA.355

DO - 10.5802/CRMECA.355

M3 - Article

AN - SCOPUS:105037874067

SN - 1631-0721

VL - 354

SP - 203

EP - 226

JO - Comptes Rendus - Mecanique

JF - Comptes Rendus - Mecanique

ER -

Application of reduced-order models for temporal multiscale representations in the prediction of dynamical systems

ASJC Scopus Subject Areas

Keywords

Access to Document

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