Wolfgang Nowak

发表

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

Daniel Wirtz, Wolfgang Nowak, W. Nowak, 2017, Environ. Model. Softw..

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

Ram Rajagopal, Felipe P. J. de Barros, Wolfgang Nowak, 2013, Environ. Model. Softw..

Hanging Gardens Algorithm to Generate Decentralized Layouts for the Optimization of Urban Drainage Systems

Milad Bakhshizadeh, Wolfgang Nowak, Amin E. Bakhshipour, 2019, Journal of Water Resources Planning and Management.

Using probabilistic well vulnerability criteria for a risk-based preventive drinking water safety concept

Rainer Helmig, Wolfgang Nowak, Rainer Enzenhoefer, 2011 .

A Graph-Theory Based Algorithm to Generate Decentralized Urban Drainage Layouts

Milad Bakhshizadeh, Ali Haghighi, Wolfgang Nowak, 2018 .

Search Space Representation and Reduction Methods to Enhance Multiobjective Water Supply Monitoring Design

Patrick M. Reed, Wolfgang Nowak, Felix Bode, 2019, Water Resources Research.

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

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

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

Wolfgang Nowak, P. C. Leube, F. P. J. de Barros, 2012 .

Integrating transient behavior as a new dimension to WHPA delineation

Wolfgang Nowak, Rodriguez-Pretelin Abelardo, W. Nowak, 2018, Advances in Water Resources.

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.

Improving temperature predictions for Li-ion batteries: data assimilation with a stochastic extension of a physically-based, thermo-electrochemical model

Wolfgang Nowak, Julian Mehne, W. Nowak, 2017 .

Parameter Estimation by Ensemble Kalman Filters with Transformed Data

Wolfgang Nowak, Anneli Schöniger, H. J. Hendricks Franssen, 2010 .

A Multi-objective Optimization Concept for Risk-based Early-warning Monitoring Networks in Well Catchments

Wolfgang Nowak, Felix Bode, M. Loschko, 2015 .

Data-driven uncertainty quantification using the arbitrary polynomial chaos expansion

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

Uncertainty of mass discharge estimates from contaminated sites using a fully Bayesian framework

Philip John Binning, Rainer Helmig, Poul Løgstrup Bjerg, 2009 .

Modeling Soil Processes: Review, Key Challenges, and New Perspectives

Hans-Jörg Vogel, Jan Vanderborght, Mathieu Javaux, 2016 .

Flow Radar Glyphs—Static Visualization of Unsteady Flow with Uncertainty

Daniel Weiskopf, Marcel Hlawatsch, Wolfgang Nowak, 2011, IEEE Transactions on Visualization and Computer Graphics.

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

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

Sequential Design of Computer Experiments for the Solution of Bayesian Inverse Problems

Michael Sinsbeck, Wolfgang Nowak, W. Nowak, 2017, SIAM/ASA J. Uncertain. Quantification.

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 .

Optimization for Early-Warning Monitoring Networks in Well Catchments Should Be Multi-objective, Risk-Prioritized and Robust Against Uncertainty

Wolfgang Nowak, Felix Bode, Matthias Loschko, 2016, Transport in Porous Media.

Uncertainty and data worth analysis for the hydraulic design of funnel‐and‐gate systems in heterogeneous aquifers

Wolfgang Nowak, Olaf A. Cirpka, Claudius M. Bürger, 2004 .

Optimal Design of Multitype Groundwater Monitoring Networks Using Easily Accessible Tools.

Wolfgang Nowak, Andreas Geiges, Thomas Wöhling, 2016, Ground water.

Probabilistic Exposure Risk Assessment with Advective-Dispersive Well Vulnerability Criteria

Rainer Helmig, Wolfgang Nowak, Rainer Enzenhoefer, 2012 .

Entropy-Based Experimental Design for Optimal Model Discrimination in the Geosciences

Wolfgang Nowak, Anneli Guthke, W. Nowak, 2016, Entropy.

Interactive design of experiments: A priori global versus sequential optimization, revised under changing states of knowledge

Yoram Rubin, Wolfgang Nowak, A. Geiges, 2015 .

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

Sergey Oladyshkin, Sinan Xiao, Wolfgang Nowak, 2021 .

Sequential Design of Computer Experiments for the Computation of Bayesian Model Evidence

Michael Sinsbeck, Wolfgang Nowak, Emily Cooke, 2021, SIAM/ASA J. Uncertain. Quantification.

Novel MCMC methods for Bayesian inference of spatial parameter fields

Wolfgang Nowak, Teng Xu, Sebastian Reuschen, 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.

Integrating Structural Resilience in the Design of Urban Drainage Networks in Flat Areas Using a Simplified Multi-Objective Optimization Framework

Wolfgang Nowak, Ulrich Dittmer, Amin E. Bakhshipour, 2021, Water.

Bayesian Inversion of Multi‐Gaussian Log‐Conductivity Fields With Uncertain Hyperparameters: An Extension of Preconditioned Crank‐Nicolson Markov Chain Monte Carlo With Parallel Tempering

Harrie-Jan Hendricks Franssen, Sinan Xiao, Wolfgang Nowak, 2021 .

Investigating the Pilot Point Ensemble Kalman Filter for geostatistical inversion and data assimilation

Harrie-Jan Hendricks Franssen, Wolfgang Nowak, Johannes Keller, 2021, 2108.02164.

Better Than Just Average: The Many Faces of Bayesian Model Weighting Methods and What They Tell Us about Multi-Model Use

Wolfgang Nowak, Anneli Guthke, Marvin Höge, 2021 .

Sequential pCN-MCMC, an efficient MCMC method for Bayesian inversion of high-dimensional multi-Gaussian priors

Wolfgang Nowak, Sebastian Reuschen, Fabian Jobst, 2021 .

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

Bruno Merz, Michael Sinsbeck, Andreas Schäfer, 2021 .

The Role of Fast Frequency Response of Energy Storage Systems and Renewables for Ensuring Frequency Stability in Future Low-Inertia Power Systems

Christian Rehtanz, Ricardo Alvarez, Claudia Rahmann, 2021 .

An open resilience index: Crowdsourced indicators empirically developed from natural hazard and climatic event data

Daniel Feldmeyer, Wolfgang Nowak, Joern Birkmann, 2021, Science of The Total Environment.

Toward Sustainable Urban Drainage Infrastructure Planning: A Combined Multiobjective Optimization and Multicriteria Decision-Making Platform

Wolfgang Nowak, Ulrich Dittmer, Amin E. Bakhshipour, 2021 .

The method of forced probabilities: a computation trick for Bayesian model evidence

Wolfgang Nowak, Anneli Guthke, Kevin G. Mumford, 2021, Computational Geosciences.

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

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

Bayesian model averaging to explore the worth of data for soil‐plant model selection and prediction

Wolfgang Nowak, Thomas Wöhling, Anneli Schöniger, 2015 .

On the link between contaminant source release conditions and plume prediction uncertainty.

Wolfgang Nowak, W. Nowak, F. D. de Barros, 2010, Journal of contaminant hydrology.

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

Christian Rohde, Wolfgang Nowak, Ilja Kröker, 2015, Computational Geosciences.

Impact of sampling volume on the probability density function of steady state concentration

Wolfgang Nowak, Olaf A. Cirpka, Insa Neuweiler, 2008 .

Copper mining: 100% solar electricity by 2030?

Tobias Junne, Julián M. Ortiz, Wolfgang Nowak, 2020 .

Temporal moments revisited: Why there is no better way for physically based model reduction in time

Guido Schneider, Wolfgang Nowak, W. Nowak, 2012 .

Bayesian Model Selection Helps To Choose Objectively between Thermodynamic Models: A Demonstration of Selecting a Viscosity Model Based on Entropy Scaling

Wolfgang Nowak, Joachim Gross, Anneli Schöniger, 2016 .

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

Michael Sinsbeck, Wolfgang Nowak, W. Nowak, 2015 .

A method for implementing Dirichlet and third‐type boundary conditions in PTRW simulations

Wolfgang Nowak, W. Nowak, J. Koch, 2014 .

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.

Flow topology and scalar mixing in spatially heterogeneous flow fields

Felipe P. J. de Barros, Wolfgang Nowak, Marco Dentz, 2012 .

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

Rainer Helmig, Holger Class, Sergey Oladyshkin, 2011 .

Probability density functions of hydraulic head and velocity in three‐dimensional heterogeneous porous media

Wolfgang Nowak, Olaf A. Cirpka, Insa Neuweiler, 2008 .

Probability density function of steady state concentration in two‐dimensional heterogeneous porous media

Felipe P. J. de Barros, Wolfgang Nowak, Olaf A. Cirpka, 2011 .

Preconditioned Crank‐Nicolson Markov Chain Monte Carlo Coupled With Parallel Tempering: An Efficient Method for Bayesian Inversion of Multi‐Gaussian Log‐Hydraulic Conductivity Fields

Harrie-Jan Hendricks Franssen, Wolfgang Nowak, Teng Xu, 2020, Water Resources Research.

Measures of Parameter Uncertainty in Geostatistical Estimation and Geostatistical Optimal Design

Wolfgang Nowak, W. Nowak, 2010 .

Multi-objective planning of energy storage technologies for a fully renewable system: Implications for the main stakeholders in Chile

Rodrigo Palma-Behnke, Wolfgang Nowak, Jannik Haas, 2019, Energy Policy.

STakeholder-Objective Risk Model (STORM): Determining the aggregated risk of multiple contaminant hazards in groundwater well catchments

Philip John Binning, Wolfgang Nowak, P. Binning, 2015 .

Evolution and persistence of cross‐directional statistical dependence during finite‐Péclet transport through a real porous medium

Wolfgang Nowak, Branko Bijeljic, W. Nowak, 2016 .

Best unbiased ensemble linearization and the quasi‐linear Kalman ensemble generator

Wolfgang Nowak, W. Nowak, Wolfgang Nowak, 2009 .

Introduction to the special issue on uncertainty quantification and risk assessment

Daniel M. Tartakovsky, Wolfgang Nowak, Wolfgang Nowak, 2012 .

Predicting DNAPL mass discharge and contaminated site longevity probabilities: Conceptual model and high‐resolution stochastic simulation

Wolfgang Nowak, W. Nowak, J. Koch, 2015 .

Bayesian assessment of the expected data impact on prediction confidence in optimal sampling design

Wolfgang Nowak, A. Geiges, P. C. Leube, 2012 .

First‐order variance of travel time in nonstationary formations

Wolfgang Nowak, Olaf A. Cirpka, W. Nowak, 2004 .

Experiments on vertical transverse mixing in a large-scale heterogeneous model aquifer.

Wolfgang Nowak, Olaf A Cirpka, W. Nowak, 2005, Journal of contaminant hydrology.

Efficient Computation of Linearized Cross-Covariance and Auto-Covariance Matrices of Interdependent Quantities

Wolfgang Nowak, Olaf A. Cirpka, W. Nowak, 2003 .

Dispersion on kriged hydraulic conductivity fields

Wolfgang Nowak, Olaf A. Cirpka, W. Nowak, 2003 .

Explicit treatment for Dirichlet, Neumann and Cauchy boundary conditions in POD-based reduction of groundwater models

Wolfgang Nowak, Thomas Wöhling, Moritz Gosses, 2018 .

Trajectories as Training Images to Simulate Advective‐Diffusive, Non‐Fickian Transport

Wolfgang Nowak, Diogo Bolster, Branko Bijeljic, 2019, Water Resources Research.

Finding the right balance between groundwater model complexity and experimental effort via Bayesian model selection

Wolfgang Nowak, Walter A. Illman, Thomas Wöhling, 2015 .

Uncertainty evaluation of mass discharge estimates from a contaminated site using a fully Bayesian framework

Philip John Binning, Rainer Helmig, Poul Løgstrup Bjerg, 2010 .

Application of Bayesian geostatistics for evaluation of mass discharge uncertainty at contaminated sites

Philip John Binning, Poul Løgstrup Bjerg, Wolfgang Nowak, 2012 .

Kriging and Spatial Design Accelerated by Orders of Magnitude: Combining Low-Rank Covariance Approximations with FFT-Techniques

Alexander Litvinenko, Wolfgang Nowak, W. Nowak, 2013, Mathematical Geosciences.