Sergey Oladyshkin

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Wolfgang NowakStochastic Modelling of Hydrosystems, Universität StuttgartVerified email at iws.uni-stuttgart.de
Holger ClassProfessor, Universität StuttgartVerified email at iws.uni-stuttgart.de
Rainer HelmigUniversität Stuttgart, Professor für Hydromechanik und HydrosystemmodellierungVerified email at iws.uni-stuttgart.de
Mikhail Panfilovprofesseur de mécanique des fluides, Université de LorraineVerified email at univ-lorraine.fr
Bernd FlemischProfessor for "Simulation Technology", University of StuttgartVerified email at iws.uni-stuttgart.de
Liwei Zhang (张力为)Professor, Institute of Rock and Soil Mechanics, Chinese Academy of Sciences. lwzhang@whrsm.ac.cnVerified email at whrsm.ac.cn
Ahmed H. ElsheikhHeriot-Watt University, UKVerified email at hw.ac.uk
Felipe P. J. de BarrosAssociate Professor, Sonny Astani Department of Civil and Environmental Engineering, University ofVerified email at usc.edu
Argha NamhataDeloitteVerified email at deloitte.com.au
Sebastian GeigerProfessor for Sustainable Geoenergy at Delft University of TechnologyVerified email at tudelft.nl
Simeon AgadaImperial College LondonVerified email at imperial.ac.uk
Wolfram RühaakBundesgesellschaft für Endlagerung mbH (BGE)Verified email at online.de
George Shu Heng PauEarth Science Division, Lawrence Berkeley National LaboratoryVerified email at lbl.gov
Jean-Jacques RoyerUniversite de LorraineVerified email at univ-lorraine.fr
Nils KarajanPostDoc for Continuum Biomechanics, SimTech Cluster of Excellence, University of StuttgartVerified email at karajan.de
Wolfgang EhlersProfessor of Continuum Mechanics, University of StuttgartVerified email at mechbau.uni-stuttgart.de
Eric MackayEnergi Simulation Chair in CCUS & Reactive Flow Simulation, Heriot-Watt UniversityVerified email at hw.ac.uk
Inga BerreProfessor, University of BergenVerified email at uib.no
Trung Hieu MaiBASF, GermanyVerified email at basf.com
liwei zhangResearch Center for Eco-Environment Sciences,Chinese Academy of SciencesVerified email at rcees.ac.cn

Sergey Oladyshkin

Professor, University of Stuttgart

Verified email at iws.uni-stuttgart.de

Environmental Engineering Uncertainty Quantification Bayesian Inference Surrogate modeling Machine Learning


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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	445	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	121	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, 565-577, 2011	104	2011
Reliability analysis with stratified importance sampling based on adaptive Kriging S Xiao, S Oladyshkin, W Nowak Reliability Engineering & System Safety 197, 106852, 2020	78	2020
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	70	2012
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	55	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	50	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	49*	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	42	2017
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	38	2016
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	34	2019
Chaos expansion based Bootstrap filter to calibrate CO2 injection models S Oladyshkin, P Schröder, H Class, W Nowak Energy Procedia 40, 398-407, 2013	29	2013
The connection between Bayesian inference and information theory for model selection, information gain and experimental design S Oladyshkin, W Nowak Entropy 21 (11), 1081, 2019	25	2019
Incomplete statistical information limits the utility of high-order polynomial chaos expansions S Oladyshkin, W Nowak Reliability Engineering & System Safety 169, 137-148, 2018	24	2018
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	20	2017
Application of computed tomography (CT) in geologic CO2 utilization and storage research: A critical review M Gan, L Zhang, X Miao, S Oladyshkin, X Cheng, Y Wang, Y Shu, X Su, ... Journal of Natural Gas Science and Engineering 83, 103591, 2020	18	2020
Bayesian calibration and validation of a large‐scale and time‐demanding sediment transport model F Beckers, A Heredia, M Noack, W Nowak, S Wieprecht, S Oladyshkin Water Resources Research 56 (7), e2019WR026966, 2020	18	2020
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	18	2019
Bayesian selection of hydro-morphodynamic models under computational time constraints F Mohammadi, R Kopmann, A Guthke, S Oladyshkin, W Nowak Advances in Water Resources 117, 53-64, 2018	18	2018
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	17	2016

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