A nonparametric probabilistic method to enhance PGD solutions with data-driven approach, application to the automated tape placement process

Chady Ghnatios; Anais Barasinski

doi:10.1186/s40323-021-00205-5

A nonparametric probabilistic method to enhance PGD solutions with data-driven approach, application to the automated tape placement process

Chady Ghnatios
, Anais Barasinski

Producción científica: Article › revisión exhaustiva

Idioma original	English
Número de artículo	20
Publicación	Advanced Modeling and Simulation in Engineering Sciences
Volumen	8
N.º	1
DOI	https://doi.org/10.1186/s40323-021-00205-5
Estado	Published - dic 2021
Publicado de forma externa	Sí

ASJC Scopus Subject Areas

Modeling and Simulation
Engineering (miscellaneous)
Computer Science Applications
Applied Mathematics

Acceder al documento

10.1186/s40323-021-00205-5

Otros archivos y enlaces

Citar esto

@article{734bb8bd0d2c4ef0919e9ce5832f8052,

title = "A nonparametric probabilistic method to enhance PGD solutions with data-driven approach, application to the automated tape placement process",

keywords = "Automated tape placement, Machine learning, Model reduction, Nonparametric probabilistic method, Proper Generalized Decomposition, hybrid modeling",

author = "Chady Ghnatios and Anais Barasinski",

note = "Publisher Copyright: {\textcopyright} 2021, The Author(s).",

year = "2021",

month = dec,

doi = "10.1186/s40323-021-00205-5",

language = "English",

volume = "8",

number = "1",

}

TY - JOUR

T1 - A nonparametric probabilistic method to enhance PGD solutions with data-driven approach, application to the automated tape placement process

AU - Ghnatios, Chady

AU - Barasinski, Anais

PY - 2021/12

Y1 - 2021/12

KW - Automated tape placement

KW - Machine learning

KW - Model reduction

KW - Nonparametric probabilistic method

KW - Proper Generalized Decomposition

KW - hybrid modeling

UR - https://www.scopus.com/pages/publications/85115239956

UR - https://www.scopus.com/pages/publications/85115239956#tab=citedBy

U2 - 10.1186/s40323-021-00205-5

DO - 10.1186/s40323-021-00205-5

M3 - Article

AN - SCOPUS:85115239956

VL - 8

JO - Advanced Modeling and Simulation in Engineering Sciences

JF - Advanced Modeling and Simulation in Engineering Sciences

IS - 1

M1 - 20

ER -