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Wolfgang Nowak
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Modeling soil processes: Review, key challenges, and new perspectives
H Vereecken, A Schnepf, JW Hopmans, M Javaux, D Or, T Roose, ...
Vadose zone journal 15 (5), 2016
5072016
Data-driven uncertainty quantification using the arbitrary polynomial chaos expansion
S Oladyshkin, W Nowak
Reliability Engineering & System Safety 106, 179-190, 2012
4042012
Parameter estimation by ensemble Kalman filters with transformed data: Approach and application to hydraulic tomography
A Schöniger, W Nowak, HJ Hendricks Franssen
Water Resources Research 48 (4), 2012
1882012
How much electrical energy storage do we need? A synthesis for the US, Europe, and Germany
F Cebulla, J Haas, J Eichman, W Nowak, P Mancarella
Journal of Cleaner Production 181, 449-459, 2018
1692018
Bayesian geostatistical design: Task‐driven optimal site investigation when the geostatistical model is uncertain
W Nowak, FPJ De Barros, Y Rubin
Water Resources Research 46 (3), 2010
1452010
Model selection on solid ground: Rigorous comparison of nine ways to evaluate B ayesian model evidence
A Schöniger, T Wöhling, L Samaniego, W Nowak
Water resources research 50 (12), 9484-9513, 2014
1362014
Challenges and trends of energy storage expansion planning for flexibility provision in low-carbon power systems–a review
J Haas, F Cebulla, K Cao, W Nowak, R Palma-Behnke, C Rahmann, ...
Renewable and Sustainable Energy Reviews 80, 603-619, 2017
1202017
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
1152011
Best unbiased ensemble linearization and the quasi‐linear Kalman ensemble generator
W Nowak
Water Resources Research 45 (4), 2009
1132009
Flow topology and scalar mixing in spatially heterogeneous flow fields
FPJ De Barros, M Dentz, J Koch, W Nowak
Geophysical Research Letters 39 (8), 2012
1052012
Geostatistical inverse modeling of transient pumping tests using temporal moments of drawdown
W Li, W Nowak, OA Cirpka
Water resources research 41 (8), 2005
1042005
Efficient computation of linearized cross-covariance and auto-covariance matrices of interdependent quantities
W Nowak, S Tenkleve, OA Cirpka
Mathematical geology 35, 53-66, 2003
1042003
Stochastic flux‐related analysis of transverse mixing in two‐dimensional heterogeneous porous media
OA Cirpka, FPJ de Barros, G Chiogna, M Rolle, W Nowak
Water Resources Research 47 (6), 2011
942011
Flow radar glyphs—static visualization of unsteady flow with uncertainty
M Hlawatsch, P Leube, W Nowak, D Weiskopf
IEEE Transactions on Visualization and Computer Graphics 17 (12), 1949-1958, 2011
932011
Catchments as reactors: a comprehensive approach for water fluxes and solute turnover
P Grathwohl, H Rügner, T Wöhling, K Osenbrück, M Schwientek, S Gayler, ...
Environmental earth sciences 69, 317-333, 2013
902013
Geostatistical inference of hydraulic conductivity and dispersivities from hydraulic heads and tracer data
W Nowak, OA Cirpka
Water Resources Research 42 (8), 2006
902006
A modified Levenberg–Marquardt algorithm for quasi-linear geostatistical inversing
W Nowak, OA Cirpka
Advances in water resources 27 (7), 737-750, 2004
902004
Anthropogenic Trace Compounds (ATCs) in aquatic habitats—Research needs on sources, fate, detection and toxicity to ensure timely elimination strategies and risk management
SU Gerbersdorf, C Cimatoribus, H Class, KH Engesser, S Helbich, ...
Environment International 79, 85-105, 2015
882015
Experiments on vertical transverse mixing in a large-scale heterogeneous model aquifer
MA Rahman, SC Jose, W Nowak, OA Cirpka
Journal of contaminant hydrology 80 (3-4), 130-148, 2005
842005
A primer for model selection: The decisive role of model complexity
M Höge, T Wöhling, W Nowak
Water Resources Research 54 (3), 1688-1715, 2018
782018
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