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 | 48 | 2021 |
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 | 17 | 2019 |
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 | 15 | 2015 |
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 | 12 | 2020 |
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 | 6 | 2017 |
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 | 5 | 2021 |
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 | 3 | 2015 |
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 | 2 | 2008 |
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 | 1 | 2023 |
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 | 1 | 2022 |
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 |