RRAEDy: adaptive latent linearization of nonlinear dynamical systems

Jad Mounayer; Sebastian Rodriguez; Jerome Tomezyk; Chady Ghnatios; Francisco Chinesta

doi:10.1038/s41598-026-47609-0

RRAEDy: adaptive latent linearization of nonlinear dynamical systems

Jad Mounayer
, Sebastian Rodriguez
, Jerome Tomezyk
, Chady Ghnatios
, Francisco Chinesta

School of Engineering

Producción científica: Article › revisión exhaustiva

Idioma original	English
Número de artículo	16103
Publicación	Scientific Reports
Volumen	16
N.º	1
DOI	https://doi.org/10.1038/s41598-026-47609-0
Estado	Published - abr 10 2026

ASJC Scopus Subject Areas

General

Acceder al documento

10.1038/s41598-026-47609-0

Otros archivos y enlaces

Citar esto

@article{5765f9ac50c844e4a118b8b6a0c59701,

title = "RRAEDy: adaptive latent linearization of nonlinear dynamical systems",

keywords = "Autoencoders, Dynamical systems, Latent dimension discovery, Latent-space modeling, Stable dynamics, Time series forecasting",

author = "Jad Mounayer and Sebastian Rodriguez and Jerome Tomezyk and Chady Ghnatios and Francisco Chinesta",

note = "Publisher Copyright: {\textcopyright} The Author(s) 2026.",

year = "2026",

month = apr,

day = "10",

doi = "10.1038/s41598-026-47609-0",

language = "English",

volume = "16",

journal = "Scientific Reports",

issn = "2045-2322",

number = "1",

}

TY - JOUR

T1 - RRAEDy

T2 - adaptive latent linearization of nonlinear dynamical systems

AU - Mounayer, Jad

AU - Rodriguez, Sebastian

AU - Tomezyk, Jerome

AU - Ghnatios, Chady

AU - Chinesta, Francisco

N1 - Publisher Copyright: © The Author(s) 2026.

PY - 2026/4/10

Y1 - 2026/4/10

KW - Autoencoders

KW - Dynamical systems

KW - Latent dimension discovery

KW - Latent-space modeling

KW - Stable dynamics

KW - Time series forecasting

UR - https://www.scopus.com/pages/publications/105039979781

UR - https://www.scopus.com/pages/publications/105039979781#tab=citedBy

U2 - 10.1038/s41598-026-47609-0

DO - 10.1038/s41598-026-47609-0

M3 - Article

C2 - 41957405

AN - SCOPUS:105039979781

SN - 2045-2322

VL - 16

JO - Scientific Reports

JF - Scientific Reports

IS - 1

M1 - 16103

ER -