Loïc Giraldi
Loïc Giraldi
Research Scientist
Verified email at cea.fr
Title
Cited by
Cited by
Year
To be or not to be intrusive? The solution of parametric and stochastic equations---the “plain vanilla” Galerkin case
L Giraldi, A Litvinenko, D Liu, HG Matthies, A Nouy
SIAM Journal on Scientific Computing 36 (6), A2720-A2744, 2014
602014
Tensor-based methods for numerical homogenization from high-resolution images
L Giraldi, A Nouy, G Legrain, P Cartraud
Computer Methods in Applied Mechanics and Engineering 254, 154-169, 2013
232013
Bayesian inference of earthquake parameters from buoy data using a polynomial chaos-based surrogate
L Giraldi, OP Le Maître, KT Mandli, CN Dawson, I Hoteit, OM Knio
Computational Geosciences 21 (4), 683, 2017
212017
To be or not to be intrusive? The solution of parametric and stochastic equations---Proper Generalized Decomposition
L Giraldi, D Liu, HG Matthies, A Nouy
SIAM Journal on Scientific Computing 37 (1), A347-A368, 2015
162015
Low-rank approximate inverse for preconditioning tensor-structured linear systems
L Giraldi, A Nouy, G Legrain
SIAM Journal on Scientific Computing 36 (4), A1850-A1870, 2014
142014
Trajectory planning for autonomous underwater vehicles in the presence of obstacles and a nonlinear flow field using mixed integer nonlinear programming
T Wang, RM Lima, L Giraldi, OM Knio
Computers & Operations Research 101, 55-75, 2019
102019
Contributions aux méthodes de calcul basées sur l'approximation de tenseurs et applications en mécanique numérique
L Giraldi
Ecole Centrale de Nantes (ECN), 2012
92012
Optimal 3D trajectory planning for AUVs using ocean general circulation models
S Albarakati, RM Lima, L Giraldi, I Hoteit, O Knio
Ocean Engineering 188, 106266, 2019
82019
Optimal projection of observations in a Bayesian setting
L Giraldi, OP Le Maître, I Hoteit, OM Knio
Computational Statistics & Data Analysis 124, 252-276, 2018
52018
Autonomous Driving Validation with Model-Based Dictionary Clustering.
E Goffinet, M Lebbah, H Azzag, L Giraldi
ECML/PKDD (4), 323-338, 2020
32020
Combining ensemble Kalman filter and multiresolution analysis for efficient assimilation into adaptive mesh models
A Siripatana, L Giraldi, OP Le Maître, OM Knio, I Hoteit
Computational Geosciences 23 (6), 1259-1276, 2019
32019
Clustering de séries temporelles par construction de dictionnaire.
É Goffinet, M Lebbah, H Azzag, L Giraldi, SAS Renault
EGC, 181-192, 2020
22020
Sample average approximation for risk-averse problems: A virtual power plant scheduling application
RM Lima, AJ Conejo, L Giraldi, O Le Maitre, I Hoteit, OM Knio
EURO Journal on Computational Optimization 9, 100005, 2021
2021
Conditional Latent Block Model: a Multivariate Time Series Clustering Approach for Autonomous Driving Validation
E Goffinet, A Coutant, M Lebbah, H Azzag, L Giraldi
arXiv preprint arXiv:2008.00946, 2020
2020
Videos with results from the paper" Optimal 3D trajectory planning for AUVs using ocean general circulation models" by Albarakati S., Lima RM, Giraldi L., Hoteit I., Knio O.
S Albarakati, R Lima, L Giraldi
2020
Weakly intrusive low-rank approximation method for nonlinear parameter-dependent equations
L Giraldi, A Nouy
SIAM Journal on Scientific Computing 41 (3), A1777-A1792, 2019
2019
Comparison of Risk-Averse Stochastic Programming and Adaptive Robust Optimization: A Virtual Power Plant Scheduling Application
RM Lima, A Conejo, L Giraldi, O Le Maître, I Hoteit, O Knio
2018 AIChE Annual Meeting, 2018
2018
Approximation de faible rang d'un échantillon de solution d'une équation paramétrée
L Giraldi, A Nouy, O Zahm
12e Colloque national en calcul des structures, 2015
2015
Hierarchical low-rank approximation of tensors by successive rank one corrections for preconditioning and solving high dimensional linear systems
L Giraldi, A Nouy, G Legrain
2nd ECCOMAS Young Investigators Conference (YIC 2013), 2013
2013
Approximation de faible rang de l'inverse d'un opérateur pour le pré-conditionnement de systèmes linéaires sur un espace produit tensoriel
L Giraldi, A Nouy, G Legrain
11e colloque national en calcul des structures, 2013
2013
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