Sergey Oladyshkin

发表

Comparison of Applying FOUR Reduced Order Models to a Global Sensitivity Analysis

Y. Zhang, Sergey Oladyshkin, Y. Liu, 2014 .

On combination of strict Bayesian principles with model reduction technique or how stochastic model calibration can become feasible for large-scale applications

Sergey Oladyshkin, Wolfgang Nowak, P. Schroeder, 2013 .

Incomplete statistical information limits the utility of high-order polynomial chaos expansions

Sergey Oladyshkin, Wolfgang Nowak, W. Nowak, 2018, Reliab. Eng. Syst. Saf..

Optimization of Medium‐Deep Borehole Thermal Energy Storage Systems

Wolfram Rühaak, Ingo Sass, Sergey Oladyshkin, 2016 .

Comparison of data-driven uncertainty quantification methods for a carbon dioxide storage benchmark scenario

Dirk Pflüger, Bernard Haasdonk, Andrea Barth, 2018, Computational Geosciences.

An integrative approach to robust design and probabilistic risk assessment for CO2 storage in geological formations

Rainer Helmig, Holger Class, Sergey Oladyshkin, 2011 .

Bayesian selection of hydro-morphodynamic models under computational time constraints

Rebekka Kopmann, Sergey Oladyshkin, Wolfgang Nowak, 2018, Advances in Water Resources.

Reduced Order Models for Rapid EOR Simulation in Fractured Carbonate Reservoirs

Eric James Mackay, Ahmed H. Elsheikh, Sebastian Geiger, 2015, ANSS 2015.

Estimation of small failure probabilities based on thermodynamic integration and parallel tempering

Sergey Oladyshkin, Sinan Xiao, Wolfgang Nowak, 2019, Mechanical Systems and Signal Processing.

Data-driven uncertainty quantification using the arbitrary polynomial chaos expansion

Sergey Oladyshkin, Wolfgang Nowak, W. Nowak, 2012, Reliab. Eng. Syst. Saf..

A study on pressure evolution in a channel system during CO2 injection

Rainer Helmig, Holger Class, Sergey Oladyshkin, 2011 .

The Connection between Bayesian Inference and Information Theory for Model Selection, Information Gain and Experimental Design

Sergey Oladyshkin, Wolfgang Nowak, W. Nowak, 2019, Entropy.

Polynomial Response Surfaces for Probabilistic Risk Assessment and Risk Control via Robust Design

Sergey Oladyshkin, Wolfgang Nowak, W. Nowak, 2012 .

Bayesian3 Active Learning for the Gaussian Process Emulator Using Information Theory

Sergey Oladyshkin, Wolfgang Nowak, Farid Mohammadi, 2020, Entropy.

Surrogate-based Bayesian comparison of computationally expensive models: application to microbially induced calcite precipitation

Bernd Flemisch, Sergey Oladyshkin, Wolfgang Nowak, 2020, Computational Geosciences.

An integrative data-adaptive approach for global sensitivity analysis: application to subsurface flow and transport

Sergey Oladyshkin, Felipe P. J. de Barros, Wolfgang Nowak, 2011 .

Efficient modeling of environmental systems in the face of complexity and uncertainty

Sergey Oladyshkin, 2014 .

Geological storage of CO2: Application, feasibility and efficiency of global sensitivity analysis and risk assessment using the arbitrary polynomial chaos

Sergey Oladyshkin, Wolfgang Nowak, Meisam Ashraf, 2013 .

Efficient Bayesian updating with PCE-based particle filters based on polynomial chaos expansion and CO2 storage

Rainer Helmig, Sergey Oladyshkin, Wolfgang Nowak, 2011 .

Reliability analysis with stratified importance sampling based on adaptive Kriging

Sergey Oladyshkin, Sinan Xiao, Wolfgang Nowak, 2020, Reliab. Eng. Syst. Saf..

Application of computed tomography (CT) in geologic CO2 utilization and storage research: A critical review

Yan Wang, Sergey Oladyshkin, Xiaowei Cheng, 2020 .

Chaos Expansion based Bootstrap Filter to Calibrate CO2 Injection Models

Holger Class, Sergey Oladyshkin, Wolfgang Nowak, 2013 .

Global sensitivity analysis of a CaO/Ca(OH)2 thermochemical energy storage model for parametric effect analysis

Sergey Oladyshkin, Sinan Xiao, Wolfgang Nowak, 2021 .

Finite Volume Neural Network: Modeling Subsurface Contaminant Transport pdf

Martin V. Butz, Sebastian Otte, Sergey Oladyshkin, 2021, ArXiv.

Resampling method for reliability-based design optimization based on thermodynamic integration and parallel tempering

Zhenzhou Lu, Kai Cheng, Sergey Oladyshkin, 2021, Mechanical Systems and Signal Processing.

Composing Partial Differential Equations with Physics-Aware Neural Networks pdf

Martin V. Butz, Sebastian Otte, Sergey Oladyshkin, 2021, ArXiv.

Uncertainty-Aware Validation Benchmarks for Coupling Free Flow and Porous-Medium Flow

Martin Schneider, Bernd Flemisch, Kilian Weishaupt, 2021 .

Building bridges between disciplines: A generalized mathematical framework for climate change impact assessment

Bruno Merz, Michael Sinsbeck, Andreas Schäfer, 2021 .

Global sensitivity analysis: a flexible and efficient framework with an example from stochastic hydrogeology

Sergey Oladyshkin, Wolfgang Nowak, F. P. J. de Barros, 2012 .

Brine migration resulting from CO2 injection into saline aquifers – An approach to risk estimation including various levels of uncertainty

Philip John Binning, Bernd Flemisch, Holger Class, 2012 .

Modeling changes in pressure due to migration of fluids into the Above Zone Monitoring Interval of a geologic carbon storage site

Robert Dilmore, Sergey Oladyshkin, David V. Nakles, 2017 .

Probabilistic Assessment of Above Zone Pressure Predictions at a Geologic Carbon Storage Site

Robert M. Dilmore, Sergey Oladyshkin, David V. Nakles, 2016, Scientific Reports.

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

Holger Class, Sergey Oladyshkin, Wolfgang Nowak, 2013, Computational Geosciences.

A concept for data-driven uncertainty quantification and its application to carbon dioxide storage in geological formations

Rainer Helmig, Holger Class, Sergey Oladyshkin, 2011 .

Estimating the Probability of CO2 Leakage Using Rare Event Simulation

Michael Andrew Christie, Ahmed H. Elsheikh, Sergey Oladyshkin, 2014 .

Evaluation of multiple reduced-order models to enhance confidence in global sensitivity analyses

George Shu Heng Pau, Stefan Finsterle, Sergey Oladyshkin, 2016 .