Publications

Sebastian Schwindt, Lisa Meisinger, Beatriz Negreiros, and Tim Schneider, and Wolfgang Nowak. Transfer learning achieves high recall for object classification in fluvial environments with limited data. Geomorphology, (455):109185, April 2024. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:MeisingerLisa IWSAUTHOR:NowakWolfgang IWSAUTHOR:SchwindtSebastian IWSMONTH:04 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2024]

Patrick Martin, Jannik Haas, and Wolfgang Nowak. Coordinated Optimization of Water-Energy System Operation. EURO 2024 Conference Handbook and Abstracts, 33rd European Conference on Operational Research (EURO 2024), Copenhagen DK, June 2024. [PUMA: 2 IWSABT:ls3 IWSAUTHOR:HaasJannik IWSAUTHOR:MartinPatrick IWSAUTHOR:NowakWolfgang IWSMONTH:06 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2024]

Hossein Zare, Michelle Viswanathan, Tobias KD Weber, Joachim Ingwersen, Wolfgang Nowak, Sebastian Gayler, and Thilo Streck. Improving winter wheat yield prediction by accounting for weather and model parameter uncertainty while assimilating LAI and updating weather data within a crop model. European Journal of Agronomy, (156):127149, March 2024. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:NowakWolfgang IWSMONTH:03 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2024]

Sinan Xiao, and Wolfgang Nowak. Failure probability estimation with failure samples: An extension of the two-stage Markov chain Monte Carlo simulation. Mechanical Systems and Signal Processing, (212):111300, February 2024. [PUMA: IWSYEAR:2024 IWSTYPENR:1 IWSSUBTYPE:article 1 IWSAUTHOR:NowakWolfgang IWSAUTHOR:XiaoSinan IWSTYPEDE:Publikationen IWSABT:ls3 IWSTYPEEN:articles IWSMONTH:02] URL

Teng Xu, Sinan Xiao, Sebastian Reuschen, Nils Wildt, Harrie-Jan Hendricks Franssen, and Wolfgang Nowak. Towards a community-wide effort for benchmarking in subsurface hydrological inversion: benchmarking cases, high-fidelity reference solutions, procedure and a first comparison. Hydrology and Earth System Sciences, 2024 (submitted). [PUMA: 1 IWSABT:ls3 IWSAUTHOR:NowakWolfgang IWSAUTHOR:ReuschenSebastian IWSAUTHOR:WildtNils IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2024]

Tobias KD Weber, Alexander Schade, Robert Rauch, Joachim Ingwersen, Sebastian Gayler, Wolfgang Nowak, Efstathios Diamantopoulos, and Thilo Streck. Bayesian Methods for Parameter Inference, Uncertainty Quantification, Error Modelling, Model Learning and Model Choice in Hydrology. Geophys. Res. Abstr., (25, EGU2024-2300)April 2024. [PUMA: 2 IWSABT:ls3 IWSAUTHOR:NowakWolfgang IWSMONTH:04 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2024]

Maria F. Morales Oreamuno, Sergey Oladyshkin, and Wolfgang Nowak. Error-aware surrogate modelling with input dimension reduction for groundwater modelling in heterogenous media. Geophys. Res. Abstr., (26, EGU24-12586)April 2024. [PUMA: 2 IWSABT:ls3 IWSAUTHOR:MoralesOreamunoMariaFernanda IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSMONTH:04 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2024]

Qian Chen, Marc S. Boxberg, Nino Menzel, Maria F. Morales Oreamuno, Wolfgang Nowak, Sergey Oladyshkin, Florian Wagner, and Julia Kowalski. The site selection data hub: a data-centric approach for integrated simulation workflow management in radioactive waste disposal site selection. Geophys. Res. Abstr., (26, EGU24-12859)April 2024. [PUMA: 2 IWSABT:ls3 IWSAUTHOR:MoralesOreamunoMariaFernanda IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSMONTH:04 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2024]

Ilja Kröker, Elisabeth Nißler, Sergey Oladyshkin, Wolfgang Nowak, and Claus Haslauer. Data-driven surrogate-based Bayesian model calibration for predicting vadose zone temperatures in drinking water supply pipes. Geophys. Res. Abstr., (25, EGU2024-7820)April 2024. [PUMA: 2 HaslauerClaus IWSABT:ls3 IWSAUTHOR: IWSAUTHOR:KroekerIlja IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSMONTH:04 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2024]

Fahad Ejaz, Nils Wildt, Thomas Wöhling, and Wolfgang Nowak. Estimating catchment-wide total groundwater storage via space-time kriging provides calibration data for catchment-scale groundwater balance models. Geophys. Res. Abstr., (25, EGU2024-10521)April 2024. [PUMA: 2 IWSABT:ls3 IWSAUTHOR:EjazFahad IWSAUTHOR:NowakWolfgang IWSAUTHOR:WildtNils IWSMONTH:04 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2024]

Ilja Kröker, Tim Brünnette, Nils Wildt, Maria Fernanda Morales Oreamuno, Rebecca Kohlhaas, Sergey Oladyshkin, and Wolfgang Nowak. Bayesian Active Learning for Regularized Multi-Resolution Arbitrary Polynomial Chaos using Information Theory.. International Journal for Uncertainty Quantification, 2024 (submitted). [PUMA: 1 IWSABT:ls3 IWSAUTHOR:BruennetteTim IWSAUTHOR:KohlhaasRebecca IWSAUTHOR:KroekerIlja IWSAUTHOR:MoralesOreamunoMariaFernanda IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSAUTHOR:WildtNils IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2024]

Hossein Zare, Tobias KD Weber, Joachim Ingwersen, Wolfgang Nowak, Sebastian Gayler, and Thilo Streck. Within-Season crop yield prediction by a multi-model ensemble with integrated data assimilation. Field Crops Research, (308)109293February 2024. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:NowakWolfgang IWSMONTH:02 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2024]

Wolfgang Nowak, Tim Brünnette, Merel Schalkers, and Matthias Möller. Overdispersion in gate tomography: Experiments and continuous, two-scale random walk model on the Bloch sphere. ACM Transactions on Quantum Computing, 2024 (submitted). [PUMA: 1 IWSABT:ls3 IWSAUTHOR:BruennetteTim IWSAUTHOR:NowakWolfgang IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2024]

Kata Kurgyis, Peter Achtziger-Zupančič, Merle Bjorge, Marc S. Boxberg, Matteo Broggi, Jörg Buchwald, Oliver G. Ernst, Judith Flügge, Andrey Ganopolski, Thomas Graf, Philipp Kortenbruck, Julia Kowalski, Phillip Kreye, Peter Kukla, Sibylle Mayr, Shorash Miro, Thomas Nael, Wolfgang Nowak, Sergey Oladyshkin, Alexander Renz, Julia Rienäcker-Burschil, Klaus-Jürgen Röhlig, Oliver Sträter, Jan Thiedau, Florian Wagner, Florian Wellman, Marc Wengler, Jenset Wolf, and Wolfram Rühaak. Uncertainties and robustness with regard to the safety of a repository for high-level radioactive waste: Introduction of a research initiative. Environmental Earth Sciences, (83)2January 2024. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSMONTH:01 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2024]

Patrick Martin, Jannik Haas, and Wolfgang Nowak. Coordinated Optimization of Water Supply Systems with Evolving Energy Systems. Fall Meeting 2023, H31N-07San Francisco, CA, USA, 2023. [PUMA: 2 IWSABT:ls3 IWSAUTHOR:HaasJannik IWSAUTHOR:MartinPatrick IWSAUTHOR:NowakWolfgang IWSMONTH:12 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2023]

N. Wildt, S. Scheurer, W. Nowak, and C. Haslauer. Learning PFAS mechanisms with a FInite Volume Neural Network (FINN). Fall Meeting 2023, San Francisco, CA, USA, December 2023. [PUMA: 2 IWSABT:ls3 IWSAUTHOR:HaslauerClaus IWSAUTHOR:NowakWolfgang IWSAUTHOR:ScheurerStefania IWSAUTHOR:WildtNils IWSMONTH:12 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2023]

T. Bruennette, L. Werneck, M.-A. Keip, and W. Nowak. Random Fracture Models - Towards Statistical Realism and Validation. Fall Meeting 2023, San Francisco, CA, USA, December 2023. [PUMA: 2 IWSABT:ls3 IWSAUTHOR:BruennetteTim IWSAUTHOR:NowakWolfgang IWSMONTH:12 IWSSUBTYPE:inproceedings IWSTYPEDE:Konferenzbeiträge IWSTYPEEN:contribution_to_edited_volumes IWSTYPENR:3 IWSYEAR:2023 f]

Fahad Ejaz, Nils Wildt, Thomas Wöhling, and Wolfgang Nowak. Estimating total groundwater storage and its associated uncertainty through spatiotemporal Kriging of groundwater-level data. Journal of Hydrology, 2024 (submitted). [PUMA: IWSAUTHOR:WildtNils IWSYEAR:2024 IWSMONTH:12 IWSTYPENR:1 IWSSUBTYPE:article 1 IWSAUTHOR:NowakWolfgang IWSTYPEDE:Publikationen IWSABT:ls3 IWSTYPEEN:articles IWSAUTHOR:EjazFahad]

Ishani Banerjee, Anneli Guthke, Cole J.C. Van de Ven, Kevin G. Mumford, and Wolfgang Nowak. Comparison of Four Competing Invasion Percolation Models for Gas Flow in Porous Media. Water Resources Research, 2023 (submitted). [PUMA: 1 IWSABT:ls3 IWSAUTHOR:BanerjeeIshani IWSAUTHOR:GuthkeAnneli IWSAUTHOR:NowakWolfgang IWSMONTH:12 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2023 from:sscheurer]

Liwei Zhang, Wolfgang Nowak, Sergey Oladyshkin, Yan Wang, and Jianchao Cai. Opportunities and challenges in CO2 geologic utilization and storage. Advances in Geo-Energy Research, (8)3:141-145, July 2023. [PUMA: 1 IWSABT:ls3 IWSAUTHOR:NowakWolfgang IWSAUTHOR:OladyshkinSergey IWSMONTH:07 IWSSUBTYPE:article IWSTYPEDE:Publikationen IWSTYPEEN:articles IWSTYPENR:1 IWSYEAR:2023 from:sscheurer]