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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
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), 683-699, 2017
252017
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
252013
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
212015
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
162019
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
152014
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
102018
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
92019
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
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
52019
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
32021
Autonomous driving validation with model-based dictionary clustering
E Goffinet, M Lebbah, H Azzag, L Giraldi
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2020
32020
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
22020
Clustering de séries temporelles par construction de dictionnaire.
É Goffinet, M Lebbah, H Azzag, L Giraldi, SAS Renault
EGC, 181-192, 2020
22020
Risk-averse stochastic programming vs. adaptive robust optimization: a virtual power plant application
RM Lima, AJ Conejo, L Giraldi, O Le Maitre, I Hoteit, OM Knio
INFORMS Journal on Computing, 2022
12022
Samples of wind power and electricity prices used in the manuscript" Risk-averse stochastic programming vs. adaptive robust optimization: a virtual power plant application"
R Lima, O Knio, I Hoteit, L Giraldi, O Le Maître, A Conejo
KAUST Research Repository, 2017
12017
Multivariate Time Series Multi-Coclustering. Application to Advanced Driving Assistance System Validation
E Goffinet, M Lebbah, H Azzag, L Giraldi, A Coutant
European Symposium on Artificial Neural Networks, Computational Intelligence …, 2021
2021
A New Multivariate Time Series Co-clustering Non-Parametric Model Applied to Driving-Assistance Systems Validation
E Goffinet, M Lebbah, H Azzag, A Coutant, L Giraldi
European Conference on Machine Learning and Principles and Practice of …, 2021
2021
Multiple Co-clustering de series temporelles. Application a la validation de systèmes d’aide a la conduite
E Goffinet, M Lebbah, H Azzag, L Giraldi
52emes Journées de Statistiques. Société Française de Statistique., 2021
2021
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
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