Publications

Ilja Kröker, Tim Brünnette, Nils Wildt, Maria Fernanda Morales Oreamuno, Rebecca Kohlhaas, Sergey Oladyshkin, und Wolfgang Nowak. Bayesian Active Learning for Regularized Multi-Resolution Arbitrary Polynomial Chaos using Information Theory.. International Journal for Uncertainty Quantification, 2024 (submitted). [PUMA: 1 IWSABT:ls3 IWSAUTHOR:BruennetteTim IWSAUTHOR:KohlhaasRebecca IWSAUTHOR:KroekerIlja IWSAUTHOR:MoralesOreamunoMariaFernanda IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSAUTHOR:WildtNils IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2024]

T. Praditia, M. Karlbauer, S. Otte, S. Oladyshkin, M.V. Butz, und W. Nowak. Learning Groundwater Contaminant Diffusion-Sorption Processes with a Finite Volume Neural Network. Water Resources Research, (58)122022. [PUMA: 1 EXC2075 IWSABT:ls3 IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSAUTHOR:PraditiaTimothy IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2022 from:timothypraditia peerreviewed pn5]

Kai Cheng, Lu Z, Sinan Xiao, Sergey Oladyshkin, und Wolfgang Nowak. Mixed covariance function Kriging model for uncertainty quantification. International Journal for Uncertainty Quantification, (12)3:17-30, 2022. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2022 from:timothypraditia]

Stefania Scheurer, Aline Schäfer Rodrigues Silva, Farid Mohammadi, Johannes Hommel, Sergey Oladyshkin, Bernd Flemisch, und Wolfgang Nowak. Surrogate-based Bayesian Comparison of Computationally Expensive Models: Application to Microbially Induced Calcite Precipitation. Computational Geosciences, (25):1899-1917, 2021. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSAUTHOR:ScheurerStefania IWSAUTHOR:Schäfer-Rodrigues-SilvaAline IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2021 from:timothypraditia]

Gan Manguang, Liwei Zhang, Xiuxiu Miao, Sergey Oladyshkin, Xiaowei Cheng, Yan Wang, Yutong Shu, Su Xuebin, und Xiaochun Li. Application of computed tomography (CT) in geologic CO_2 storage research: a critical review. Journal of Natural Gas Science and Engineering, 103591, 2020. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:OladyshkinSergey IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2020 from:timothypraditia]

Timothy Praditia, Thilo Walser, Sergey Oladyshkin, und Wolfgang Nowak. Improving Thermochemical Energy Storage dynamics forecast with Physics-Inspired Neural Network architecture. Energies, (13)15:3873, 2020. [PUMA: IWSMONTH:12 IWSAUTHOR:OladyshkinSergey IWSYEAR:2020 IWSTYPENR:1 from:timothypraditia IWSSUBTYPE:article 1 IWSAUTHOR:NowakWolfgang IWSAUTHOR:PraditiaTimothy IWSTYPEDE:Publikationen IWSABT:ls3 IWSTYPEEN:articles] URL

S. Oladyshkin, H. Class, und W. Nowak. 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. Computational Geosciences, (17)4:671-687, 2013. [PUMA: IWSYEAR:2013 IWSMONTH:12 IWSAUTHOR:OladyshkinSergey IWSTYPENR:1 from:timothypraditia from:jannikhaas IWSSUBTYPE:article 1 IWSAUTHOR:NowakWolfgang IWSTYPEDE:Publikationen IWSABT:ls3 IWSTYPEEN:articles]

S. Oladyshkin, und W. Nowak. Data-driven uncertainty quantification using the arbitrary polynomial chaos expansion. Reliability Engineering and System Safety, (106):179-190, 2012. [PUMA: IWSMONTH:12 IWSYEAR:2012 IWSAUTHOR:OladyshkinSergey IWSTYPENR:1 from:timothypraditia from:jannikhaas IWSSUBTYPE:article 1 IWSAUTHOR:NowakWolfgang IWSTYPEDE:Publikationen IWSABT:ls3 IWSTYPEEN:articles]

A. Namhata, S. Oladyshkin, R. M. Dilmore, L. Zhang, und D. V. Nakles. Probabilistic Assessment of Above Zone Pressure Predictions at a Geologic Carbon Storage Site. Scientific Reports, (6):39536, Nature, 2016. [PUMA: IWSMONTH:12 IWSAUTHOR:OladyshkinSergey IWSTYPENR:1 from:timothypraditia from:jannikhaas IWSSUBTYPE:article IWSYEAR:2016 1 IWSTYPEDE:Publikationen IWSABT:ls3 IWSTYPEEN:articles]

Yu.P. Gupalo S. Oladyshkin, N.N. Bobkov, und O.R Kozyrev. Modeling of temperature and velocity field inside viscous fluid of finite thermoconductivity, moving inside a corner with free surface, under the action of Marangoni forces. Transactions of the Russian Academy of Engineering Sciences. Ser. Applied Mathematics and Mechanics, 79-88, 2002. [PUMA: IWSYEAR:2002 IWSMONTH:12 IWSAUTHOR:OladyshkinSergey IWSTYPENR:1 from:timothypraditia from:jannikhaas IWSSUBTYPE:article 1 IWSTYPEDE:Publikationen IWSABT:ls3 IWSTYPEEN:articles]

S. Oladyshkin, und M. Panfilov. Open thermodynamic model for compressible multicomponent two-phase flow in porous media. Journal of Petroleum Science and Engineering, (81):41-48, Elsevier, 2012. [PUMA: IWSMONTH:12 IWSYEAR:2012 IWSAUTHOR:OladyshkinSergey IWSTYPENR:1 from:timothypraditia from:jannikhaas IWSSUBTYPE:article 1 IWSTYPEDE:Publikationen IWSABT:ls3 IWSTYPEEN:articles]

Farid Mohammadi, Rebekka Kopmann, Anneli Guthke, Sergey Oladyshkin, und Wolfgang Nowak. Bayesian selection of hydro-morphodynamic models under computational time constraints.. Advances in Water Resources, (117):53 - 64, 2018. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:GuthkeAnneli IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2018 from:jannikhaas from:timothypraditia] URL

S. Oladyshkin, und M. Panfilov. Hydrogen penetration in water through porous medium: application to a radioactive waste storage site. Environmental Earth Sciences, (64)4:989-999, Springer, 2011. [PUMA: IWSMONTH:12 IWSYEAR:2011 IWSAUTHOR:OladyshkinSergey IWSTYPENR:1 from:timothypraditia from:jannikhaas IWSSUBTYPE:article 1 IWSTYPEDE:Publikationen IWSABT:ls3 IWSTYPEEN:articles]

M. Köppel, F. Franzelin, I. Kröker, S. Oladyshkin, G. Santin, D. Wittwar, A. Barth, B. Haasdonk, W. Nowak, D. Pflüger, und C. Rohde. Comparison of data-driven uncertainty quantification methods for a carbon dioxide storage benchmark scenario. Computational Geosciences, (23)2:339-354, 2019. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:KroekerIlja IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2019 from:jannikhaas from:timothypraditia]

S. Oladyshkin, H. Class, R. Helmig, und W. Nowak. An Integrative Approach to Robust Design and Probabilistic Risk Assessment for CO$_2$ Storage in Geological Formations. Computer Geosciences, (15)3:565-577, 2011. [PUMA: IWSMONTH:12 IWSYEAR:2011 IWSAUTHOR:OladyshkinSergey IWSTYPENR:1 from:timothypraditia from:jannikhaas IWSSUBTYPE:article 1 IWSAUTHOR:NowakWolfgang IWSTYPEDE:Publikationen IWSABT:ls3 IWSTYPEEN:articles]

Yu.P. Gupalo S. Oladyshkin, N.N. Bobkov, und O.R Kozyrev. Invariant immersing method applied to the problem to thermocapillary convection a viscous fluid in the plane channel. Transactions of the Russian Academy of Engineering Sciences. Ser. Applied Mathematics and Mechanics, (4):26-31, 2003. [PUMA: IWSMONTH:12 IWSAUTHOR:OladyshkinSergey IWSTYPENR:1 from:timothypraditia from:jannikhaas IWSSUBTYPE:article IWSYEAR:2003 1 IWSTYPEDE:Publikationen IWSABT:ls3 IWSTYPEEN:articles]

S. Oladyshkin, und W. Nowak. Polynomial Response Surfaces for Probabilistic Risk Assessment and Risk Control via Robust Design (Book). In Y. Luo (Hrsg.), Novel Approaches and Their Applications in Risk Assessment, ISBN: 978-953-51-0519-0, InTech, Croatia, 2012. [PUMA: IWSMONTH:12 IWSYEAR:2012 IWSAUTHOR:OladyshkinSergey IWSTYPENR:1 from:timothypraditia from:jannikhaas IWSSUBTYPE:article 1 IWSAUTHOR:NowakWolfgang IWSTYPEDE:Publikationen IWSABT:ls3 IWSTYPEEN:articles] URL

L. Walter, P. J. Binning, S. Oladyshkin, B. Flemisch, und H. Class. Brine migration resulting from CO$_2$ injection into saline aquifers - An approach to risk estimation including various levels of uncertainty. International Journal of Greenhouse Gas Control, (9):495-506, 2012. [PUMA: IWSMONTH:12 IWSYEAR:2012 IWSAUTHOR:OladyshkinSergey IWSTYPENR:1 from:timothypraditia from:jannikhaas IWSSUBTYPE:article 1 IWSTYPEDE:Publikationen IWSABT:ls3 IWSTYPEEN:articles]

L. Walter, S. Oladyshkin, H. Class, M. Darcis, und R. Helmig. A study on pressure evolution in a channel system during CO$_2$ injection. Energy Procedia, (4):3722-3729, Elsevier, 2011. [PUMA: IWSMONTH:12 IWSYEAR:2011 IWSAUTHOR:OladyshkinSergey IWSTYPENR:1 from:timothypraditia from:jannikhaas IWSSUBTYPE:article 1 IWSTYPEDE:Publikationen IWSABT:ls3 IWSTYPEEN:articles]

S. Oladyshkin, H. Class, R. Helmig, und W. Nowak. A concept for data-driven probabilistic risk assessment and application to carbon dioxide storage in geological formations. Advances in Water Resources, (34):1508-1518, 2011. [PUMA: IWSMONTH:12 IWSYEAR:2011 IWSAUTHOR:OladyshkinSergey IWSTYPENR:1 from:timothypraditia from:jannikhaas IWSSUBTYPE:article 1 IWSAUTHOR:NowakWolfgang IWSTYPEDE:Publikationen IWSABT:ls3 IWSTYPEEN:articles]