Edit Profile (opens in new tab) Nowak, Wolfgang Compute Distance To: Compute Author ID: nowak.wolfgang Published as: Nowak, Wolfgang Documents Indexed: 14 Publications since 2003 Co-Authors: 29 Co-Authors with 12 Joint Publications 412 Co-Co-Authors all top 5 Co-Authors 1 single-authored 5 Oladyshkin, Sergey 3 Sinsbeck, Michael 2 Kröker, Ilja 2 Rohde, Christian 2 Xiao, Sinan 1 Banerjee, Ishani 1 Barth, Andrea 1 Cheng, Kai 1 Cirpka, Olaf A. 1 Class, Holger 1 Cooke, Emily 1 Flemisch, Bernd 1 Franzelin, Fabian 1 Fritz, Jochen 1 Guthke, Anneli 1 Haasdonk, Bernard 1 Hommel, Johannes 1 Köppel, Markus 1 Lü, Zhenzhou 1 Mohammadi, Farid 1 Mumford, Kevin G. 1 Neuweiler, Insa 1 Pflüger, Dirk 1 Santin, Gabriele 1 Schäfer Rodrigues Silva, Aline 1 Scheurer, Stefania 1 Tenkleve, Sascha 1 Walter, Peter 1 Wittwar, Dominik all top 5 Serials 5 Computational Geosciences 3 Mathematical Geosciences 2 International Journal for Uncertainty Quantification 2 SIAM/ASA Journal on Uncertainty Quantification 1 Applied Mathematical Modelling 1 Mathematical Geology all top 5 Fields 8 Statistics (62-XX) 7 Geophysics (86-XX) 6 Numerical analysis (65-XX) 2 Probability theory and stochastic processes (60-XX) 2 Fluid mechanics (76-XX) 1 Dynamical systems and ergodic theory (37-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 9 Publications have been cited 44 times in 35 Documents Cited by ▼ Year ▼ Efficient computation of linearized cross-covariance and auto-covariance matrices of interdependent quantities. Zbl 1302.86028Nowak, Wolfgang; Tenkleve, Sascha; Cirpka, Olaf A. 9 2003 Comparison of data-driven uncertainty quantification methods for a carbon dioxide storage benchmark scenario. Zbl 1414.76058Köppel, Markus; Franzelin, Fabian; Kröker, Ilja; Oladyshkin, Sergey; Santin, Gabriele; Wittwar, Dominik; Barth, Andrea; Haasdonk, Bernard; Nowak, Wolfgang; Pflüger, Dirk; Rohde, Christian 9 2019 Application of FFT-based algorithms for large-scale universal kriging problems. Zbl 1172.86002Fritz, Jochen; Neuweiler, I.; Nowak, Wolfgang 7 2009 Kriging and spatial design accelerated by orders of magnitude: combining low-rank covariance approximations with FFT-techniques. Zbl 1321.86027Nowak, W.; Litvinenko, A. 6 2013 Sequential design of computer experiments for the solution of Bayesian inverse problems. Zbl 1387.62093Sinsbeck, Michael; Nowak, Wolfgang 6 2017 A stochastically and spatially adaptive parallel scheme for uncertain and nonlinear two-phase flow problems. Zbl 1396.65126Kröker, Ilja; Nowak, Wolfgang; Rohde, Christian 5 2015 Bayesian updating via bootstrap filtering combined with data-driven polynomial chaos expansions: methodology and application to history matching for carbon dioxide storage in geological formations. Zbl 1382.86022Oladyshkin, Sergey; Class, Holger; Nowak, Wolfgang 3 2013 Measures of parameter uncertainty in geostatistical estimation and geostatistical optimal design. Zbl 1181.86011Nowak, Wolfgang 3 2010 An optimal sampling rule for nonintrusive polynomial chaos expansions of expensive models. Zbl 1498.65174Sinsbeck, Michael; Nowak, Wolfgang 2 2015 Comparison of data-driven uncertainty quantification methods for a carbon dioxide storage benchmark scenario. Zbl 1414.76058Köppel, Markus; Franzelin, Fabian; Kröker, Ilja; Oladyshkin, Sergey; Santin, Gabriele; Wittwar, Dominik; Barth, Andrea; Haasdonk, Bernard; Nowak, Wolfgang; Pflüger, Dirk; Rohde, Christian 9 2019 Sequential design of computer experiments for the solution of Bayesian inverse problems. Zbl 1387.62093Sinsbeck, Michael; Nowak, Wolfgang 6 2017 A stochastically and spatially adaptive parallel scheme for uncertain and nonlinear two-phase flow problems. Zbl 1396.65126Kröker, Ilja; Nowak, Wolfgang; Rohde, Christian 5 2015 An optimal sampling rule for nonintrusive polynomial chaos expansions of expensive models. Zbl 1498.65174Sinsbeck, Michael; Nowak, Wolfgang 2 2015 Kriging and spatial design accelerated by orders of magnitude: combining low-rank covariance approximations with FFT-techniques. Zbl 1321.86027Nowak, W.; Litvinenko, A. 6 2013 Bayesian updating via bootstrap filtering combined with data-driven polynomial chaos expansions: methodology and application to history matching for carbon dioxide storage in geological formations. Zbl 1382.86022Oladyshkin, Sergey; Class, Holger; Nowak, Wolfgang 3 2013 Measures of parameter uncertainty in geostatistical estimation and geostatistical optimal design. Zbl 1181.86011Nowak, Wolfgang 3 2010 Application of FFT-based algorithms for large-scale universal kriging problems. Zbl 1172.86002Fritz, Jochen; Neuweiler, I.; Nowak, Wolfgang 7 2009 Efficient computation of linearized cross-covariance and auto-covariance matrices of interdependent quantities. Zbl 1302.86028Nowak, Wolfgang; Tenkleve, Sascha; Cirpka, Olaf A. 9 2003 all cited Publications top 5 cited Publications all top 5 Cited by 85 Authors 7 Nowak, Wolfgang 4 Santin, Gabriele 3 Haasdonk, Bernard 3 Kröker, Ilja 3 Oladyshkin, Sergey 2 Keyes, David Elliot 2 Kitanidis, Peter K. 2 Köppel, Markus 2 Litvinenko, Alexander 2 Pflüger, Dirk 2 Rohde, Christian 2 Sinsbeck, Michael 2 Solin, Arno 2 Souza de Cursi, José Eduardo 2 Teckentrup, Aretha L. 1 Ambikasaran, Sivaram 1 Barth, Andrea 1 Ben, Shujun 1 Bordas, Stéphane Pierre Alain 1 Bürger, Raimund 1 Campagna, Rosanna 1 Chen, Chen 1 Chen, Yaqian 1 Chu, Liu 1 Chung, Julianne M. 1 Cooke, Emily 1 Cotin, Stephane 1 Darve, Eric 1 Dawson, Clint N. 1 De Marchi, Stefano 1 Durrande, Nicolas 1 Fisher, Mike 1 Flemisch, Bernd 1 Franzelin, Fabian 1 Fritz, Jochen 1 Gerster, Stephan 1 Ghori, Muhammad Bilal 1 Gratton, Serge 1 Gürol, Selime 1 Gutmann, Michael U. 1 Hale, Jack S. 1 Hauseux, Paul 1 Hensman, James 1 Herty, Michael Matthias 1 Hommel, Johannes 1 Iskandarani, Mohamed 1 Järvenpää, Marko 1 Kang, Yanmei 1 Karvonen, Toni 1 Khoromskaia, Venera 1 Khoromskiĭ, Boris Nikolaevich 1 Li, Judith Yue 1 Lin, Chunfang Devon 1 Logashenko, Dmitry 1 Lu, Dan 1 Marttinen, Pekka 1 Matthies, Hermann Georg 1 Mohammadi, Farid 1 Neuman, Shlomo P. 1 Neuweiler, Insa 1 Owkes, Mark 1 Perracchione, Emma 1 Perrin, Guillaume 1 Ranjan, Pritam 1 Rehme, Michael F. 1 Saibaba, Arvind Krishna 1 Särkkä, Simo 1 Schäfer Rodrigues Silva, Aline 1 Scheurer, Stefania 1 Shi, Jiajia 1 Sochala, Pierre 1 Soize, Christian 1 Stuart, Andrew M. 1 Tempone, Raúl F. 1 Trémolet, Yannick 1 Turnquist, Brian P. 1 Vasseur, Xavier 1 Vehtari, Aki 1 Wittum, Gabriel 1 Wittwar, Dominik 1 Xiao, Sinan 1 Ye, Ming 1 Zanini, Andrea 1 Zhang, Ru 1 Zimmer, Stefan all top 5 Cited in 20 Serials 5 Computational Geosciences 4 Mathematical Geosciences 4 SIAM/ASA Journal on Uncertainty Quantification 2 Applied Mathematical Modelling 1 Journal of Computational Physics 1 Mathematics of Computation 1 Chaos, Solitons and Fractals 1 BIT 1 Computational Statistics 1 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering 1 SIAM Journal on Scientific Computing 1 Computational and Applied Mathematics 1 Advances in Computational Mathematics 1 Optimization Methods & Software 1 Stochastic Environmental Research and Risk Assessment 1 Computational Methods in Applied Mathematics 1 Journal of Machine Learning Research (JMLR) 1 Communications in Computational Physics 1 Statistics and Computing 1 Bayesian Analysis all top 5 Cited in 18 Fields 20 Numerical analysis (65-XX) 15 Statistics (62-XX) 11 Probability theory and stochastic processes (60-XX) 7 Geophysics (86-XX) 4 Fluid mechanics (76-XX) 3 Partial differential equations (35-XX) 3 Dynamical systems and ergodic theory (37-XX) 2 Approximations and expansions (41-XX) 2 Operations research, mathematical programming (90-XX) 2 Biology and other natural sciences (92-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Functional analysis (46-XX) 1 General topology (54-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Computer science (68-XX) 1 Mechanics of particles and systems (70-XX) 1 Mechanics of deformable solids (74-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Citations by Year