Zobrazeno 1 - 10
of 10
pro vyhledávání: '"Askri, Ramzi"'
Autor:
Hanna, John M., Aguado, José V., Comas-Cardona, Sebastien, Askri, Ramzi, Borzacchiello, Domenico
The goal of this paper is to provide a simple approach to perform local sensitivity analysis using Physics-informed neural networks (PINN). The main idea lies in adding a new term in the loss function that regularizes the solution in a small neighbor
Externí odkaz:
http://arxiv.org/abs/2301.02428
Autor:
Hanna, John M., Aguado, José V., Comas-Cardona, Sebastien, Askri, Ramzi, Borzacchiello, Domenico
Publikováno v:
In Engineering Applications of Artificial Intelligence September 2024 135
Autor:
Hanna, John M., Aguado, Jose V., Comas-Cardona, Sebastien, Askri, Ramzi, Borzacchiello, Domenico
This paper aims to provide a machine learning framework to simulate two-phase flow in porous media. The proposed algorithm is based on Physics-informed neural networks (PINN). A novel residual-based adaptive PINN is developed and compared with the re
Externí odkaz:
http://arxiv.org/abs/2109.14290
Approche fiabiliste pour le tolérancement des assemblages par fixation de structures composite-métal
Autor:
Askri, Ramzi
L’utilisation des matériaux composites dans les structures assemblées a permis d’atteindre des niveaux de performance très élevés grâce aux propriétés spécifiques de ces matériaux. Cependant, pour garantir ces performances, les industri
Externí odkaz:
http://www.theses.fr/2016BORD0356/document
Autor:
Hanna, John M., Aguado, José V., Comas-Cardona, Sebastien, Askri, Ramzi, Borzacchiello, Domenico
Publikováno v:
In Computer Methods in Applied Mechanics and Engineering 1 June 2022 396
Publikováno v:
In CIRP Journal of Manufacturing Science and Technology May 2021 33:506-519
Publikováno v:
In Computer-Aided Design July 2018 100:39-51
Publikováno v:
In Finite Elements in Analysis & Design March 2016 110:32-42
Publikováno v:
In Procedia CIRP 2016 43:292-296
Autor:
Askri, Ramzi, Bois, Christophe
The design of fastened joints consists in choosing adequate geometric, material and joining parameters, such as the ratio of fastener diameter to adherent thickness or clamping force in order to ensure target mechanical performances of the assembly.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______166::fe33b06cdb331fb20d1ab0a21a4d307b
https://hal.archives-ouvertes.fr/hal-03776346
https://hal.archives-ouvertes.fr/hal-03776346