Sergey Oladyshkin
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Data-driven uncertainty quantification using the arbitrary polynomial chaos expansion
S Oladyshkin, W Nowak
Reliability Engineering & System Safety 106, 179-190, 2012
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
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 (3), 565-577, 2011
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
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
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
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 (4), 671-687, 2013
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
Chaos expansion based Bootstrap filter to calibrate CO2 injection models
S Oladyshkin, P Schröder, H Class, W Nowak
Energy Procedia 40, 398-407, 2013
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
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
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
Hydrogen penetration in water through porous medium: application to a radioactive waste storage site
S Oladyshkin, M Panfilov
Environmental Earth Sciences 64 (4), 989-999, 2011
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 (2), 339-354, 2019
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
Polynomial response surfaces for probabilistic risk assessment and risk control via robust design
S Oladyshkin, W Nowak
Novel Approaches and Their Applications in Risk Assessment, 317-344, 2012
Two-phase flow with phase transitions in porous media: instability of stationary solutions and a semi-stationary model
S Oladyshkin, M Panfilov
Third Biot Conference on Poromechanics, Norman, Oklahoma, USA, 529-535, 2005
Limit thermodynamic model for compositional gas–liquid systems moving in a porous medium
S Oladyshkin, M Panfilov
Transport in Porous Media 70 (2), 147-165, 2007
Effective solution through the streamline technique and HT-splitting for the 3D dynamic analysis of the compositional flows in oil reservoirs
S Oladyshkin, JJ Royer, M Panfilov
Transport in porous media 74 (3), 311-329, 2008
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
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