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ORCIDSelime Gürol
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2020 – today
- 2024
[j4]Olivier Goux
, Selime Gürol, Anthony T. Weaver, Youssef Diouane, Oliver Guillet:
Impact of correlated observation errors on the conditioning of variational data assimilation problems. Numer. Linear Algebra Appl. 31(1) (2024)- [i7]Alexandre Scotto Di Perrotolo, Youssef Diouane, Selime Gürol, Xavier Vasseur:
A general error analysis for randomized low-rank approximation with application to data assimilation. CoRR abs/2405.04811 (2024) - [i6]Youssef Diouane, Selime Gürol, Oussama Mouhtal, Dominique Orban:
An Efficient Scaled spectral preconditioner for sequences of symmetric positive definite linear systems. CoRR abs/2410.02204 (2024) - 2023
- [i5]Jérémy Briant, Paul Mycek, Mayeul Destouches, Olivier Goux, Serge Gratton, Selime Gürol, Ehouarn Simon, Anthony T. Weaver:
A filtered multilevel Monte Carlo method for estimating the expectation of discretized random fields. CoRR abs/2311.06069 (2023) - 2022
- [i4]Youssef Diouane, Selime Gürol, Alexandre Scotto Di Perrotolo, Xavier Vasseur:
A general error analysis for randomized low-rank approximation methods. CoRR abs/2206.08793 (2022) - [i3]Olivier Goux, Selime Gürol, Anthony T. Weaver, Oliver Guillet, Youssef Diouane:
Impact of correlated observation errors on the convergence of the conjugate gradient algorithm in variational data assimilation. CoRR abs/2212.02305 (2022) - 2021
- [i2]Mathis Peyron, Anthony Fillion, Selime Gürol, Victor Marchais, Serge Gratton, Pierre Boudier, Gaël Goret:
Latent Space Data Assimilation by using Deep Learning. CoRR abs/2104.00430 (2021) - 2020
- [j3]Anthony Fillion, Marc Bocquet, Serge Gratton, Selime Gürol, Pavel Sakov:
An Iterative Ensemble Kalman Smoother in Presence of Additive Model Error. SIAM/ASA J. Uncertain. Quantification 8(1): 198-228 (2020) - [i1]Pierre Boudier, Anthony Fillion, Serge Gratton, Selime Gürol:
DAN - An optimal Data Assimilation framework based on machine learning Recurrent Networks. CoRR abs/2010.09694 (2020)
2010 – 2019
- 2018
- [j2]Matthew C. Fisher, Serge Gratton, Selime Gürol, Yannick Trémolet, Xavier Vasseur:
Low rank updates in preconditioning the saddle point systems arising from data assimilation problems. Optim. Methods Softw. 33(1): 45-69 (2018) - 2013
- [b1]Selime Gürol:
Résolution de problèmes des moindres carrés non-linéaires régularisés dans l'espace dual avec applications à l'assimilation de données. (Solving regularized nonlinear least-squares problem in dual space with application to variational data assimilation). National Polytechnic Institute of Toulouse, France, 2013 - [j1]Serge Gratton, Selime Gürol, Philippe L. Toint:
Preconditioning and globalizing conjugate gradients in dual space for quadratically penalized nonlinear-least squares problems. Comput. Optim. Appl. 54(1): 1-25 (2013)
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