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Wolfgang Nowak · Study

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Wolfgang Nowak

19 works· latest 2024· 1 institutionscluster: provisionalORCID 0000-0003-2583-8865

h-index15

i1018

Citations2,074

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Most cited in this library

INTRODUCTION TO STOCHASTIC SEARCH AND OPTIMIZATION: ESTIMATION, SIMULATION, AND CONTROL2012 · 1,004 citations
Data-driven uncertainty quantification using the arbitrary polynomial chaos expansion2012 · 451 citations
Reliability analysis with stratified importance sampling based on adaptive Kriging2020 · 127 citations
A concept for data-driven uncertainty quantification and its application to carbon dioxide storage in geological formations2011 · 106 citations
Global sensitivity analysis: A flexible and efficient framework with an example from stochastic hydrogeology2011 · 80 citations

Works

19 shown

Failure probability estimation with failure samples: An extension of the two-stage Markov chain Monte Carlo simulation

Mechanical Systems and Signal Processing·2024·2 authors·Open access

11citations

A fully Bayesian sparse polynomial chaos expansion approach with joint priors on the coefficients and global selection of terms

Journal of Computational Physics·2023·4 authors·Open access

18citations

Reliability sensitivity analysis based on a two-stage Markov chain Monte Carlo simulation

Aerospace Science and Technology·2022·2 authors·Open access

42citations

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

Applied Energy·2021·4 authors

14citations

Sampling behavioral model parameters for ensemble-based sensitivity analysis using Gaussian process emulation and active subspaces

Stochastic Environmental Research and Risk Assessment·2020·4 authors·Open access

12citations

Reliability analysis with stratified importance sampling based on adaptive Kriging

Reliability Engineering & System Safety·2020·3 authors

127citations

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

Mechanical Systems and Signal Processing·2019·4 authors

28citations

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

Computational Geosciences·2018·7 authors·Open access

34citations

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

Reliability Engineering & System Safety·2017·2 authors

30citations

The rocky road to extended simulation frameworks covering uncertainty, inversion, optimization and control

Environmental Modelling & Software·2017·2 authors·Open access

8citations

A stochastically and spatially adaptive parallel scheme for uncertain and nonlinear two-phase flow problems

Computational Geosciences·2015·3 authors

15citations

AN OPTIMAL SAMPLING RULE FOR NONINTRUSIVE POLYNOMIAL CHAOS EXPANSIONS OF EXPENSIVE MODELS

International Journal for Uncertainty Quantification·2015·2 authors·Open access

18citations

Towards optimal allocation of computer resources: Trade-offs between uncertainty quantification, discretization and model reduction

Environmental Modelling & Software·2013·4 authors

25citations

Data-driven uncertainty quantification using the arbitrary polynomial chaos expansion

Reliability Engineering & System Safety·2012·2 authors

451citations

INTRODUCTION TO STOCHASTIC SEARCH AND OPTIMIZATION: ESTIMATION, SIMULATION, AND CONTROL

·2012·1 author·book

1,004citations

Introduction to the special issue on uncertainty quantification and risk assessment

Advances in Water Resources·2011·3 authors·editorial

16citations

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

Advances in Water Resources·2011·3 authors

80citations

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

Advances in Water Resources·2011·4 authors

106citations

A divide and conquer approach to cope with uncertainty, human health risk, and decision making in contaminant hydrology

Water Resources Research·2011·4 authors·Open access

35citations