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Sergey Oladyshkin
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Year
Data-driven uncertainty quantification using the arbitrary polynomial chaos expansion
S Oladyshkin, W Nowak
Reliability Engineering & System Safety 106, 179-190, 2012
4042012
A concept for data-driven uncertainty quantification and its application to carbon dioxide storage in geological formations
S Oladyshkin, H Class, R Helmig, W Nowak
Advances in Water Resources 34 (11), 1508-1518, 2011
1152011
An integrative approach to robust design and probabilistic risk assessment for CO2 storage in geological formations
S Oladyshkin, H Class, R Helmig, W Nowak
Computational Geosciences 15, 565-577, 2011
1022011
Global sensitivity analysis: a flexible and efficient framework with an example from stochastic hydrogeology
S Oladyshkin, FPJ De Barros, W Nowak
Advances in Water Resources 37, 10-22, 2012
672012
Reliability analysis with stratified importance sampling based on adaptive Kriging
S Xiao, S Oladyshkin, W Nowak
Reliability Engineering & System Safety 197, 106852, 2020
592020
Bayesian updating via bootstrap filtering combined with data-driven polynomial chaos expansions: methodology and application to history matching for carbon dioxide storage in …
S Oladyshkin, H Class, W Nowak
Computational Geosciences 17, 671-687, 2013
532013
Geological storage of CO2: Application, feasibility and efficiency of global sensitivity analysis and risk assessment using the arbitrary polynomial chaos
M Ashraf, S Oladyshkin, W Nowak
International Journal of Greenhouse Gas Control 19, 704-719, 2013
48*2013
Brine migration resulting from CO2 injection into saline aquifers–An approach to risk estimation including various levels of uncertainty
L Walter, PJ Binning, S Oladyshkin, B Flemisch, H Class
International Journal of Greenhouse Gas Control 9, 495-506, 2012
482012
Optimization of medium‐deep borehole thermal energy storage systems
DO Schulte, W Rühaak, S Oladyshkin, B Welsch, I Sass
Energy Technology 4 (1), 104-113, 2016
372016
Data-driven surrogates for rapid simulation and optimization of WAG injection in fractured carbonate reservoirs
S Agada, S Geiger, A Elsheikh, S Oladyshkin
Petroleum Geoscience 23 (2), 270-283, 2017
342017
Comparison of data-driven uncertainty quantification methods for a carbon dioxide storage benchmark scenario
M Köppel, F Franzelin, I Kröker, S Oladyshkin, G Santin, D Wittwar, ...
Computational Geosciences 23, 339-354, 2019
302019
Chaos expansion based bootstrap filter to calibrate co2 injection models
S Oladyshkin, P Schröder, H Class, W Nowak
Energy Procedia 40, 398-407, 2013
282013
Modeling changes in pressure due to migration of fluids into the Above Zone Monitoring Interval of a geologic carbon storage site
A Namhata, L Zhang, RM Dilmore, S Oladyshkin, DV Nakles
International Journal of Greenhouse Gas Control 56, 30-42, 2017
202017
Incomplete statistical information limits the utility of high-order polynomial chaos expansions
S Oladyshkin, W Nowak
Reliability Engineering & System Safety 169, 137-148, 2018
192018
Efficient modeling of environmental systems in the face of complexity and uncertainty, 2014
S Oladyshkin
18
Estimation of small failure probabilities based on thermodynamic integration and parallel tempering
S Xiao, S Reuschen, G Köse, S Oladyshkin, W Nowak
Mechanical Systems and Signal Processing 133, 106248, 2019
162019
Evaluation of multiple reduced-order models to enhance confidence in global sensitivity analyses
Y Zhang, Y Liu, G Pau, S Oladyshkin, S Finsterle
International Journal of Greenhouse Gas Control 49, 217-226, 2016
152016
Streamline splitting between thermodynamics and hydrodynamics in a compositional gas–liquid flow through porous media
S Oladyshkin, M Panfilov
Comptes Rendus Mécanique 335 (1), 7-12, 2007
152007
Probabilistic assessment of above zone pressure predictions at a geologic carbon storage site
A Namhata, S Oladyshkin, RM Dilmore, L Zhang, DV Nakles
Scientific reports 6 (1), 1-12, 2016
142016
Hydrogen penetration in water through porous medium: application to a radioactive waste storage site
S Oladyshkin, M Panfilov
Environmental Earth Sciences 64, 989-999, 2011
142011
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