Selime Gürol

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 9

Top Topics

Data Assimilation

Conjugate Gradient Algorithm

Machine Learning

Top Venues

SIAM/ASA J. Uncertain. Quantification

Numer. Linear Algebra Appl.

Optim. Methods Softw.

Publications

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)
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 (2024)
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 (2023)
Youssef Diouane, Selime Gürol, Alexandre Scotto Di Perrotolo, Xavier Vasseur
A general error analysis for randomized low-rank approximation methods. CoRR (2022)
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 (2022)
Mathis Peyron, Anthony Fillion, Selime Gürol, Victor Marchais, Serge Gratton, Pierre Boudier, Gaël Goret
Latent Space Data Assimilation by using Deep Learning. CoRR (2021)
Pierre Boudier, Anthony Fillion, Serge Gratton, Selime Gürol
DAN - An optimal Data Assimilation framework based on machine learning Recurrent Networks. CoRR (2020)
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) (2020)
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) (2018)
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) (2013)