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Sergey Oladyshkin

sto

20H-index
112Paper Count
1.6KCitation Count
Published Papers 18
Publication Date
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Efficient confidence interval computation for physics-aware machine learning of diffusion-sorption models
errFrontiers in Water
IF2.8
err2026-05-08
err0
errOAAI
errSS Stefania Scheurer; RF Riccardo Frenner; TB Tim Brünnette; SO Sergey Oladyshkin; WN Wolfgang Nowak
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Numerical Investigation of Preferential Flow Paths in Enzymatically Induced Calcite Precipitation Supported by Bayesian Model Analysis
errTransport in Porous Media
IF2.6
err2025-10-26
err0
errOAAI
errRebecca Kohlhaas; Johannes Hommel; Felix Weinhardt; Holger Class; Sergey Oladyshkin; Bernd Flemisch
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The deep arbitrary polynomial chaos neural network or how Deep Artificial Neural Networks could benefit from data-driven homogeneous chaos theory
errNEURAL NETWORKS
IF6.3
err2023-09-01
err2
errOAAI
errOladyshkin, Sergey; Praditia, Timothy; Kroeker, Ilja; Mohammadi, Farid; Nowak, Wolfgang; Otte, Sebastian
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A fully Bayesian sparse polynomial chaos expansion approach with joint priors on the coefficients and global selection of terms
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2023-09-01
err11
errOAAI
errBuerkner, Paul-Christian; Kroeker, Ilja; Oladyshkin, Sergey; Nowak, Wolfgang
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Opportunities and challenges in CO2 geologic utilization and storage
errADVANCES IN GEO-ENERGY RESEARCH
IF10
err2023-05-05
err14
errOAAI
errZhang, Liwei; Nowak, Wolfgang; Oladyshkin, Sergey; Wang, Yan; Cai, Jianchao
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errSave
Arbitrary multi-resolution multi-wavelet-based polynomial chaos expansion for data-driven uncertainty quantification
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2022-06-01
err15
PREAI
errKroeker, Ilja; Oladyshkin, Sergey
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Resampling method for reliability-based design optimization based on thermodynamic integration and parallel tempering
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2021-07-01
err6
PREAI
errCheng, Kai; Lu, Zhenzhou; Xiao, Sinan; Zhang, Xiaobo; Oladyshkin, Sergey; Nowak, Wolfgang
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Global sensitivity analysis of a CaO/Ca(OH)2 thermochemical energy storage model for parametric effect analysis
errAPPLIED ENERGY
IF11
err2021-03-01
err11
PREAI
errXiao, Sinan; Praditia, Timothy; Oladyshkin, Sergey; Nowak, Wolfgang
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Reliability analysis with stratified importance sampling based on adaptive Kriging
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2020-05-01
err100
PREAI
errXiao, Sinan; Oladyshkin, Sergey; Nowak, Wolfgang
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Estimation of small failure probabilities based on thermodynamic integration and parallel tempering
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2019-11-01
err21
PREAI
errXiao, Sinan; Reuschen, Sebastian; Kose, Gozde; Oladyshkin, Sergey; Nowak, Wolfgang
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Bayesian selection of hydro-morphodynamic models under computational time constraints
errADVANCES IN WATER RESOURCES
IF4.2
err2018-07-01
err18
PREAI
errMohammadi, Farid; Kopmann, Rebekka; Guthke, Anneli; Oladyshkin, Sergey; Nowak, Wolfgang
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errSave
Incomplete statistical information limits the utility of high-order polynomial chaos expansions
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2018-01-01
err28
PREAI
errOladyshkin, Sergey; Nowak, Wolfgang
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errSave
Probabilistic Assessment of Above Zone Pressure Predictions at a Geologic Carbon Storage Site
errSCIENTIFIC REPORTS
IF3.9
err2016-12-20
err10
errOAAI
errNamhata, Argha; Oladyshkin, Sergey; Dilmore, Robert M.; Zhang, Liwei; Nakles, David V.
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Optimization of Medium-Deep Borehole Thermal Energy Storage Systems
errENERGY TECHNOLOGY
IF3.6
err2015-11-10
err31
PREAI
errSchulte, Daniel Otto; Ruehaak, Wolfram; Oladyshkin, Sergey; Welsch, Bastian; Sass, Ingo
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Application of the polynomial chaos expansion to approximate the homogenised response of the intervertebral disc
errBIOMECHANICS AND MODELING IN MECHANOBIOLOGY
IF2.7
err2014-02-20
err5
PREAI
errKarajan, N.; Otto, D.; Oladyshkin, S.; Ehlers, W.
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Data-driven uncertainty quantification using the arbitrary polynomial chaos expansion
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2012-10-01
err354
PREAI
errOladyshkin, S.; Nowak, W.
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errSave
Global sensitivity analysis: A flexible and efficient framework with an example from stochastic hydrogeology
errADVANCES IN WATER RESOURCES
IF4.2
err2012-03-01
err67
PREAI
errOladyshkin, S.; de Barros, F. P. J.; Nowak, W.
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errSave
A concept for data-driven uncertainty quantification and its application to carbon dioxide storage in geological formations
errADVANCES IN WATER RESOURCES
IF4.2
err2011-11-01
err96
PREAI
errOladyshkin, S.; Class, H.; Helmig, R.; Nowak, W.
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errSave

Research Directions

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Co-authors
Cooperation Journals
R
Rainer Helmig
H-index: 51 · Papers: 398
W
Wolfgang Nowak
H-index: 46 · Papers: 359
P
Paul‐Christian Bürkner
H-index: 40 · Papers: 286
Z
Zhenzhou Lü
H-index: 38 · Papers: 233
W
Wolfgang Ehlers
H-index: 34 · Papers: 528
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