Alexander Litvinenko

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	All	Since 2016
Citations	1125	729
h-index	21	16
i10-index	27	21

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2004200520062007200820092010201120122013201420152016201720182019202020214 2 4 5 6 9 11 25 30 96 83 103 96 137 82 215 187 6

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Hermann G MatthiesProfessor of Computer Science, Inst. of Scientific Computing, TU BraunschweigVerified email at tu-bs.de
Oliver PajonkElektrobit Automotive GmbHVerified email at pjnk.de
Elmar ZanderTechnische Universität BraunschweigVerified email at tu-bs.de
David E. KeyesProfessor, King Abdullah University of Science and TechnologyVerified email at kaust.edu.sa
Boris KhoromskijSenior Researcher, Max-Planck Institute for Mathematics in the Sciences, LeipzigVerified email at mis.mpg.de
Ying SunAssociate Professor of Statistics, King Abdullah University of Science and Technology (KAUST)Verified email at kaust.edu.sa
Marc G GentonDistinguished Professor of Statistics, King Abdullah University of Science and Technology (KAUST)Verified email at kaust.edu.sa
Raul TemponeProfessor of Applied Mathematics, Director - Center for Uncertainty Quantification, KAUSTVerified email at kaust.edu.sa
Jan SýkoraAssistant professor, CTU in Prague, FCE, Dept. of MechanicsVerified email at fsv.cvut.cz
Sergey DolgovUniversity of BathVerified email at bath.ac.uk
Anna KučerováAssistant Professor of Mechanics, Czech Technical University in PragueVerified email at cvut.cz
Wolfgang NowakStochastic Modelling of Hydrosystems, Universität StuttgartVerified email at iws.uni-stuttgart.de
Tarek MoselhyMassachusetts Institute of TechnologyVerified email at mit.edu
Volker SchulzUniversity of TrierVerified email at uni-trier.de
Anthony NOUYProfessor of Mathematics, Centrale NantesVerified email at ec-nantes.fr
Loïc GiraldiResearch ScientistVerified email at cea.fr
Hakan BagciAssociate Professor, King Abdullah University of Science and Technology (KAUST)Verified email at kaust.edu.sa
Hatem LtaiefPrincipal Research Scientist, KAUSTVerified email at kaust.edu.sa
Rio YokotaAssociate Professor, Tokyo Institute of TechnologyVerified email at gsic.titech.ac.jp
Ahmad AbdelfattahResearch Scientist, Innovative Computing Laboratory, University of TennesseeVerified email at icl.utk.edu

Alexander Litvinenko

Chair of Mathematics for Uncertainty Quantification, RWTH Aachen

Verified email at uq.rwth-aachen.de - Homepage

Uncertainty quantification hierarchical matrices low-rank tensor methods domain decomposition


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Application of hierarchical matrices for computing the Karhunen–Loève expansion BN Khoromskij, A Litvinenko, HG Matthies Computing 84 (1), 49-67, 2009	95	2009
Parameter identification in a probabilistic setting BV Rosić, A Kučerová, J Sýkora, O Pajonk, A Litvinenko, HG Matthies Engineering Structures 50, 179-196, 2013	83	2013
Sampling-free linear Bayesian update of polynomial chaos representations BV Rosić, A Litvinenko, O Pajonk, HG Matthies Journal of Computational Physics 231 (17), 5761-5787, 2012	71	2012
A deterministic filter for non-Gaussian Bayesian estimation—applications to dynamical system estimation with noisy measurements O Pajonk, BV Rosić, A Litvinenko, HG Matthies Physica D: Nonlinear Phenomena 241 (7), 775-788, 2012	70	2012
Efficient analysis of high dimensional data in tensor formats M Espig, W Hackbusch, A Litvinenko, HG Matthies, E Zander Sparse Grids and Applications, 31-56, 2012	69	2012
Efficient low-rank approximation of the stochastic Galerkin matrix in tensor formats M Espig, W Hackbusch, A Litvinenko, HG Matthies, P Wähnert Computers & Mathematics with Applications 67 (4), 818-829, 2014	66	2014
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	51	2014
Polynomial Chaos Expansion of Random Coefficients and the Solution of Stochastic Partial Differential Equations in the Tensor Train Format S Dolgov, BN Khoromskij, A Litvinenko, HG Matthies IAM/ASA J. Uncertainty Quantification 3 (1), 1109-1135, 2015	47	2015
Inverse Problems in a Bayesian Setting Hermann G. Matthies, Elmar Zander, Oliver Pajonk, Bojana V Rosić, Alexander ... Computational Methods for Solids and Fluids Multiscale Analysis, Probability …, 2016	40*	2016
Parametric and uncertainty computations with tensor product representations HG Matthies, A Litvinenko, O Pajonk, BV Rosić, E Zander IFIP Working Conference on Uncertainty Quantification, 139-150, 2011	40	2011
Methods for statistical data analysis with decision trees V Berikov, A Litvinenko Novosibirsk, Sobolev Institute of Mathematics, 2003	36	2003
Computation of the response surface in the tensor train data format S Dolgov, BN Khoromskij, A Litvinenko, HG Matthies arXiv preprint arXiv:1406.2816, 2014	35	2014
Kriging and spatial design accelerated by orders of magnitude: Combining low-rank covariance approximations with FFT-techniques W Nowak, A Litvinenko Mathematical Geosciences 45 (4), 411-435, 2013	35	2013
Parameter estimation via conditional expectation: a Bayesian inversion HG Matthies, E Zander, BV Rosić, A Litvinenko Advanced modeling and simulation in engineering sciences 3 (1), 1-21, 2016	33	2016
Likelihood approximation with hierarchical matrices for large spatial datasets A Litvinenko, Y Sun, MG Genton, DE Keyes Computational Statistics & Data Analysis 137, 115-132, 2019	28	2019
Data Sparse Computation of the Karhunen‐Loève Expansion BN Khoromskij, A Litvinenko AIP Conference Proceedings 1048 (1), 311-314, 2008	26	2008
Quantification of Airfoil Geometry-Induced Aerodynamic Uncertainties---Comparison of Approaches D Liu, A Litvinenko, C Schillings, V Schulz SIAM/ASA Journal on Uncertainty Quantification 5 (1), 334-352, 2017	25	2017
Sampling and low-rank tensor approximation of the response surface A Litvinenko, HG Matthies, TA El-Moselhy Monte Carlo and Quasi-Monte Carlo Methods 2012, 535-551, 2013	25	2013
Direct Bayesian update of polynomial chaos representations BV Rosic, A Litvinenko, O Pajonk, HG Matthies Journal of Computational Physics, 2011	24	2011
Sparse data representation of random fields A Litvinenko, HG Matthies PAMM: Proceedings in Applied Mathematics and Mechanics 9 (1), 587-588, 2009	23	2009

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