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Azzedine Abdedou
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Non-intrusive reduced-order modeling using uncertainty-aware deep neural networks and proper orthogonal decomposition: Application to flood modeling
P Jacquier, A Abdedou, V Delmas, A Soulaïmani
Journal of Computational Physics 424, 109854, 2021
482021
A non-intrusive B-splines Bézier elements-based method for uncertainty propagation
A Abdedou, A Soulaimani
Computer Methods in Applied Mechanics and Engineering 345, 774-804, 2019
172019
Comparison between two local thermal non equilibrium criteria in forced convection through a porous channel
A Abdedou, K Bouhadef
Journal of applied fluid mechanics 8 (3), 491-498, 2015
152015
Uncertainty propagation of dam break flow using the stochastic non-intrusive B-splines Bézier elements-based method
A Abdedou, A Soulaïmani, GW Tchamen
Journal of Hydrology 590, 125342, 2020
122020
Forced convection in a self heating porous channel: Local thermal nonequilibium model
A Abdedou, K Bouhadef, R Bennacer
Thermal Science 21 (6 Part A), 2419-2429, 2017
62017
A non-intrusive reduced-order modeling for uncertainty propagation of time-dependent problems using a b-splines bézier elements-based method and proper orthogonal decomposition …
A Abdedou, A Soulaïmani
Computers & Mathematics with Applications 102, 187-205, 2021
52021
Numerical analysis of heat exchange in a porous channel with heat generation and local thermal nonequilibrium
A Abdedou, K Bouhadef, F Topin
Heat Transfer Research 46 (11), 2015
32015
Analysis of heat exchanges in a porous channel with non local thermal equilibrium
A Abdedou, K Bouhadef
IASME/WSEAS International Conference on heat transfer, thermal engineering …, 2008
22008
Reduced-order modeling for stochastic large-scale and time-dependent flow problems using deep spatial and temporal convolutional autoencoders
A Abdedou, A Soulaimani
Advanced Modeling and Simulation in Engineering Sciences 10 (1), 7, 2023
12023
Reduced-order modeling for stochastic large-scale and time-dependent problems using deep spatial and temporal convolutional autoencoders
A Abdedou, A Soulaïmani
arXiv preprint arXiv:2208.03190, 2022
12022
Deep Convolutional Architectures for Uncertainty Quantification and Forecast in Inundation Problems
A Soulaïmani, A Abdedou, Y Kumar, P Bhatt
EGU General Assembly Conference Abstracts, EGU-39, 2023
2023
Méthodes stochastiques non-intrusives pour l’analyse de la propagation d’incertitudes: Application aux écoulements des ruptures de barrages
A Abdedou
École de technologie supérieure, 2021
2021
UNCERTAINTY-AWARE DEEP NEURAL NETWORKS AND PROPER ORTHOGONAL DECOMPOSITION: APPLICATION TO FLOOD MODELING
P Jacquier, A Abdedou, V Delmas, A Soulaïmani
arXiv preprint arXiv:2005.13506, 2020
2020
Reduced-Order Flood Modeling Using Uncertainty-Aware Deep Neural Networks
P Jacquier, A Abdedou, A Soulaïmani
EGU General Assembly Conference Abstracts, 3726, 2020
2020
Uncertainty propagation in flood and dam break flows using stochastic intrusive and non-intrusive methods
A Soulaïmani, A Abdedou, JM Zokagoa, G Tchamen, P Dupuis
2019
Uncertainty quantification using a new non intrusive stochastic approach: application to the establishment of inundation maps due to dam break flows
A Abdedou, A Soulaimani
Inegi-Inst Engenharia Mecanica E Gestao Industrial, 2018
2018
Study of Mixed Convection in a Vertical Channel Filled with a Reactive Porous Medium in the Absence of Local Thermal Equilibrium
H Maidat, K Bouhadef, DE Ameziani, A Abdedou
International Journal of Aerospace and Mechanical Engineering 9 (7), 1264-1267, 2015
2015
Contribution à l'étude des échanges dans un conduit comportant de la matière poreuse, d'une génération d'energie. Influence de l'absence d'équilibre thermique local
A Abdedou
Faculté de Génie Mécanique et de Génie des Procédés, 2015
2015
Forced Heat Transfer Convection in a Porous Channel with an Oriented Confined Jet
A Abdedou, K Bouhadef
International Journal of Mechanical and Mechatronics Engineering 8 (8), 1377 …, 2014
2014
Effects of interstitial exchange parameters on the thermal field in a porous channel with heat generation and local thermal non equilibrium
A Abdedou, K Bouhadef
HEFAT 2012, 2012
2012
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Articles 1–20