关注
Noura Fajraoui
Noura Fajraoui
Data Scientist, AgriCircle AG
在 agricircle.com 的电子邮件经过验证
标题
引用次数
引用次数
年份
Use of global sensitivity analysis and polynomial chaos expansion for interpretation of nonreactive transport experiments in laboratory‐scale porous media
N Fajraoui, F Ramasomanana, A Younes, TA Mara, P Ackerer, ...
Water Resources Research 47 (2), 2011
982011
Sequential design of experiment for sparse polynomial chaos expansions
N Fajraoui, S Marelli, B Sudret
SIAM/ASA Journal on Uncertainty Quantification 5 (1), 1061-1085, 2017
762017
Analyzing natural convection in porous enclosure with polynomial chaos expansions: Effect of thermal dispersion, anisotropic permeability and heterogeneity
N Fajraoui, M Fahs, A Younes, B Sudret
International Journal of Heat and Mass Transfer 115, 205-224, 2017
422017
Use of global sensitivity analysis to help assess unsaturated soil hydraulic parameters
A Younes, TA Mara, N Fajraoui, F Lehmann, B Belfort, H Beydoun
Vadose Zone Journal 12 (1), 2013
382013
Reactive transport parameter estimation and global sensitivity analysis using sparse polynomial chaos expansion
N Fajraoui, TA Mara, A Younes, R Bouhlila
Water, Air, & Soil Pollution 223, 4183-4197, 2012
372012
Soil Moisture Prediction from Remote Sensing Images Coupled with Climate, Soil Texture and Topography via Deep Learning
MF Celik, MS Isik, O Yuzugullu, N Fajraoui, E Erten
Remote Sensing 14 (21), 5584, 2022
322022
Global sensitivity analysis and Bayesian parameter inference for solute transport in porous media colonized by biofilms
A Younes, F Delay, N Fajraoui, M Fahs, TA Mara
Journal of contaminant hydrology 191, 1-18, 2016
242016
On optimal experimental designs for sparse polynomial chaos expansions
N Fajraoui, S Marelli, B Sudret
arXiv preprint arXiv:1703.05312, 2017
222017
Inversion and uncertainty of highly parameterized models in a Bayesian framework by sampling the maximal conditional posterior distribution of parameters
TA Mara, N Fajraoui, A Younes, F Delay
Advances in Water Resources 76, 1-10, 2015
142015
Dimensionality reduction for efficient Bayesian estimation of groundwater flow in strongly heterogeneous aquifers
TA Mara, N Fajraoui, A Guadagnini, A Younes
Stochastic Environmental Research and Risk Assessment 31, 2313-2326, 2017
112017
Analytical solution and Bayesian inference for interference pumping tests in fractal dual-porosity media
M Hayek, A Younes, J Zouali, N Fajraoui, M Fahs
Computational Geosciences 22, 413-421, 2018
92018
Analyse de sensibilité globale et polynômes de chaos pour l'estimation des paramètres: Application aux transferts en milieu poreux
N Fajraoui
Strasbourg, 2014
62014
Satellite-based soil organic carbon mapping on European soils using available datasets and support sampling
O Yuzugullu, N Fajraoui, A Don, F Liebisch
Science of Remote Sensing 9, 100118, 2024
52024
Global sensitivity analysis of natural convection in porous enclosure: Effect of thermal dispersion, anisotropic permeability and heterogeneity
N Fajraoui, M Fahs, A Younes, B Sudret
arXiv preprint arXiv:1705.00585, 2017
12017
Adaptive Experimental Designs for Sparse Polynomial Chaos Expansions
N Fajraoui, S Marelli, B Sudret
2nd International Conference on Uncertainty Quantification in Computational …, 2017
12017
Uncertainty quantification for complex systems
N Fajraoui, B Sudret
13th African Conference on Research in Computer Science and Applied …, 2016
2016
ON THE IDENTIFICATION OF SOIL HYDRAULIC PARAMETERS
N Fajraoui, D Calogine, F Lehmann, TA Mara, A Younes
2012
Use of global sensitivity
N Fajraoui, F Ramasomanana, A Younes, TA Mara, P Ackerer, ...
2011
Use of Global Sensitivity Analysis to Help Assess Unsaturated Soil Hydraulic Parameters
TA Mara, N Fajraoui, F Lehmann, B Belfort, H Beydoun
POLYNOMIAL CHAOS EXPANSIONS
N Fajraoui, S Marelli, B Sudret
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