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Noura Fajraoui
Noura Fajraoui
Data Scientist, AgriCircle AG
Verified email at agricircle.com
Title
Cited by
Cited by
Year
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
772017
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
432022
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
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
232017
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
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
72024
Analyse de sensibilité globale et polynômes de chaos pour l'estimation des paramètres: Application aux transferts en milieu poreux
N Fajraoui
Strasbourg, 2014
62014
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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Articles 1–20