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Wolfgang Nowak

university of stuttgart

46H-index
359Paper Count
8.1KCitation Count
Published Papers 75
Publication Date
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Real-Time Structural Health Assessment of a Cascade Dam Group Utilizing Monitoring Data and Ordered Entropy
errStructural Control & Health Monitoring
IF5.1
err2026-08-30
err0
errOAAI
errJiayi Wang; Qiming Zhong; Wolfgang Nowak; Denghua Li; Hao Gu; Yibo Shan
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errSave
Efficient confidence interval computation for physics-aware machine learning of diffusion-sorption models
errFrontiers in Water
IF2.8
err2026-05-08
err0
errOAAI
errSS Stefania Scheurer; RF Riccardo Frenner; TB Tim Brünnette; SO Sergey Oladyshkin; WN Wolfgang Nowak
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errSave
A composite metric for evaluating system resilience with non-idealistic performance curves
errPLOS ONE
IF2.6
err2025-11-12
err0
PREAI
errYeligeti, Madhura; Gils, Hans Christian; Nowak, Wolfgang
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errSave
Semi-Quantitative Direct-Push Data Can Improve Contaminant Delineation and Mass Discharge in Groundwater
errGROUNDWATER
IF2.2
err2025-11-01
err0
PREAI
errBollingtoft, Anton; Nowak, Wolfgang; Bjerg, Poul L.; Lilbaek, Gro; Christensen, Anders G.; Troldborg, Mads
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errSave
HydroStartML: A combined machine learning and physics-based approach to reduce hydrological model spin-up time
errAdvances in Water Resources
IF4.2
err2025-09-24
err0
PREAI
errLouisa Pawusch; Stefania Scheurer; Wolfgang Nowak; Reed Maxwell
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errSave
Reliability sensitivity analysis with multiple failure domains based on an extended two-stage Markov chain Monte Carlo simulation
errReliability Engineering & System Safety
IF11
err2025-09-18
err0
PREAI
errSinan Xiao; Wolfgang Nowak
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errSave
Quantification of contaminant mass discharge and uncertainties: Method and challenges in application at contaminated sites
errJOURNAL OF CONTAMINANT HYDROLOGY
IF4.4
err2025-01-01
err0
PREAI
errBollingtoft, A.; Bjerg, P. L.; Ronde, V.; Tuxen, N.; Nowak, W.; Troldborg, M.
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errSave
Towards a community-wide effort for benchmarking in subsurface hydrological inversion: benchmarking cases, high-fidelity reference solutions, procedure, and first comparison
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2024-12-17
err1
errOAAI
errXu, Teng; Xiao, Sinan; Reuschen, Sebastian; Wildt, Nils; Franssen, Harrie-Jan Hendricks; Nowak, Wolfgang
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errSave
Overdispersion in Gate Tomography: Experiments and Continuous, Two-Scale Random Walk Model on the Bloch Sphere
errACM TRANSACTIONS ON QUANTUM COMPUTING
IF6.8
err2024-10-10
err0
errOAAI
errNowak, Wolfgang; Bruennette, Tim; Schalkers, Merel annelise; Moller, Matthias
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errSave
Flexible copper: Exploring capacity-based energy demand flexibility in the industry
errENERGY
IF9.4
err2024-10-01
err1
errOAAI
errMoreno-Leiva, Simon; Haas, Jannik; Nowak, Wolfgang; Kracht, Willy; Eltrop, Ludger; Breyer, Christian
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errSave
Transfer learning achieves high recall for object classification in fluvial environments with limited data
errGEOMORPHOLOGY
IF3.3
err2024-06-01
err3
errOAAI
errSchwindt, Sebastian; Meisinger, Lisa; Negreiros, Beatriz; Schneider, Tim; Nowak, Wolfgang
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errSave
Failure probability estimation with failure samples: An extension of the two-stage Markov chain Monte Carlo simulation
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2024-04-01
err0
errOAAI
errXiao, Sinan; Nowak, Wolfgang
errShare
errSave
Within-season crop yield prediction by a multi-model ensemble with integrated data assimilation
errFIELD CROPS RESEARCH
IF6.4
err2024-03-01
err3
errOAAI
errZare, Hossein; Weber, Tobias K. D.; Ingwersen, Joachim; Nowak, Wolfgang; Gayler, Sebastian; Streck, Thilo
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errSave
Comprehensive uncertainty analysis for surface water and groundwater projections under climate change based on a lumped geo-hydrological model
errJOURNAL OF HYDROLOGY
IF6.3
err2023-11-01
err3
PREAI
errEjaz, Fahad; Guthke, Anneli; Wohling, Thomas; Nowak, Wolfgang
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errSave
The deep arbitrary polynomial chaos neural network or how Deep Artificial Neural Networks could benefit from data-driven homogeneous chaos theory
errNEURAL NETWORKS
IF6.3
err2023-09-01
err2
errOAAI
errOladyshkin, Sergey; Praditia, Timothy; Kroeker, Ilja; Mohammadi, Farid; Nowak, Wolfgang; Otte, Sebastian
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errSave
A fully Bayesian sparse polynomial chaos expansion approach with joint priors on the coefficients and global selection of terms
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2023-09-01
err11
errOAAI
errBuerkner, Paul-Christian; Kroeker, Ilja; Oladyshkin, Sergey; Nowak, Wolfgang
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errSave
Opportunities and challenges in CO2 geologic utilization and storage
errADVANCES IN GEO-ENERGY RESEARCH
IF10
err2023-05-05
err14
errOAAI
errZhang, Liwei; Nowak, Wolfgang; Oladyshkin, Sergey; Wang, Yan; Cai, Jianchao
errShare
errSave
Reliability sensitivity analysis based on a two-stage Markov chain Monte Carlo simulation
errAEROSPACE SCIENCE AND TECHNOLOGY
IF5.8
err2022-11-01
err17
errOAAI
errXiao, Sinan; Nowak, Wolfgang
errShare
errSave
Exporting sunshine: Planning South America's electricity transition with green hydrogen
errAPPLIED ENERGY
IF11
err2022-11-01
err20
PREAI
errGalvan, Antonio; Haas, Jannik; Moreno-Leiva, Simon; Osorio-Aravena, Juan Carlos; Nowak, Wolfgang; Palma-Benke, Rodrigo; Breyer, Christian
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errSave
Optimization-based clustering of random fields for computationally efficient and goal-oriented uncertainty quantification: Concept and demonstration for delineation of wellhead protection areas in transient aquifers
errADVANCES IN WATER RESOURCES
IF4.2
err2022-04-01
err1
PREAI
errRodriguez-Pretelin, Abelardo; Nowak, Wolfgang; Morales-Casique, Eric
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Research Directions

No research directions
Co-authors
Cooperation Journals
C
Christian Breyer
H-index: 88 · Papers: 388
H
Henner Hollert
H-index: 80 · Papers: 687
Q
Qiuhong Tang
H-index: 71 · Papers: 482
P
Pierluigi Mancarella
H-index: 69 · Papers: 408
R
R. M. Maxwell
H-index: 65 · Papers: 525
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