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Inferring Underwater Topography with Finite Volume Neural Networks

C. Horuz, M. Karlbauer, T. Praditia, S. Oladyshkin, W. Nowak, and S. Otte. ESANN 2025 Proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence andMachine Learning, European Symposium on Artificial Neural Networks, (2025)

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Univ. -Prof. Dr. -Ing. Wolfgang Nowak University of Stuttgart

Univ. -Prof. Dr. Wolfgang Kühnel University of Stuttgart

Apl. Prof. Dr. Wolfgang Hauber University of Stuttgart

Apl. Prof. Dr. Wolfgang Bolse University of Stuttgart

Wolfgang Krauth University of Stuttgart

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A Graph-Theory Based Algorithm to Generate Decentralized Urban Drainage LayoutsA. E. Bakhshipour, M. Bakhshizadeh, U. Dittmer, W. Nowak, and A. Haghighi. New trends in urban drainage modelling, volume 139 of Green Energy and Technology, Springer Berlin Heidelberg, New York NY, (2018)Comprehensive evaluation of precipitation datasets over IranP. Saemian, S. Hosseini-Moghari, I. Fatehi, V. Shoarinezhad, E. Modiri, M. Tourian, Q. Tang, W. Nowak, A. Bárdossy, and N. Sneeuw. Journal of Hydrology, (December 2021)Exporting sunshine: Planning South America’s electricity transition with green hydrogenA. Galvan, J. Haas, S. Moreno-Leiva, J. Osorio-Aravena, W. Nowak, R. Palma-Behnke, and C. Breyer. Applied Energy, (2022)The sparse Polynomial Chaos expansion: a fully Bayesian approach with joint priors on the coefficients and global selection of termsP. Bürkner, I. Kröker, S. Oladyshkin, and W. Nowak. (2022)Characterize the catchment regime by applying optimal monitoring strategiesA. Gonzalez-Nicolas Alvarez, W. Nowak, M. Sinsbeck, and M. Schwientek. EGU General Assembly Conference Abstracts, page 4843. (May 2020)Joint optimization of measurement and modeling strategies with application to radial flow in stratified aquifersR. Maier, A. González-Nicolás, C. Leven, W. Nowak, and O. Cirpka. Water Resources Research, (2020)Finite Volume Neural Networks: a Hybrid Modeling Strategy for Subsurface Contaminant TransportT. Praditia, S. Oladyshkin, and W. Nowak. (2021)Energy Storage Systems for a 100\% Renewable Power Supply: a Closer Look on HydropowerJ. Haas, W. Nowak, and D. Hagen. 13th SDEWES Conference on Sustainable Development of Energy, Water and Environment Systems, Palermo, Italy, SDEWES, (September 2018)Special Issue on "NUPUS: Non-linearities and Upscaling in PoroUS Media"B. Flemisch, J. Nordbotten, W. Nowak, and A. Raoof. Transport in porous media, 114 (2): 237-240 (2016)An estimation method for real-time failure probability of a cascade dam group utilising monitoring data and ordered entropyJ. Wang, Q. Zhong, W. Nowak, D. Li, and Y. Shan. Structural Safety, (2024 (submitted))