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Chair of Water Resources Management and Modeling of HydrosystemsPublications

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Zhao, Jia-heng and Özgen, Ilhan and Liang, Dong-fang and Hinkelmann, Reinhard (2017). Comparison of depth-averaged concentration and bed load flux sediment transport models of dam-break flow. Water Science and Engineering, 287–294.

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Mohammad Zounemat-Kermani and Dietmar Stephan and Matthias Barjenbruch and Reinhard Hinkelmann (2020). Ensemble data mining modeling in corrosion of concrete sewer: A comparative study of network-based (MLPNN & RBFNN) and tree-based (RF, CHAID, & CART) models. Advanced Engineering Informatics, 101030.

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Mohammad Zounemat-Kermani and Dietmar Stephan and Reinhard Hinkelmann (2019). Multivariate NARX neural network in prediction gaseous emissions within the influent chamber of wastewater treatment plants. Atmospheric Pollution Research, 1812 - 1822.

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Zounemat-Kermani,M., Matta,E. & Hinkelmann,R. (2020). Anwendung von künstlichen neuronalen Netzen im Wasserbau. Selbstverlag der Technischen Universität Dresden.


Mohammad Zounemat-Kermani and Marzieh Fadaee and S Adarsh and Reinhard Hinkelmann (2020). Predicting Sediment transport in sewers using integrative harmony search-ANN model and factor analysis. IOP Conference Series: Earth and Environmental Science. IOP Publishing, 012004.

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Mohammad Zounemat-Kermani and Elena Matta and Andrea Cominola and Xilin Xia and Qing Zhang and Qiuhua Liang and Reinhard Hinkelmann (2020). Neurocomputing in Surface Water Hydrology and Hydraulics: A Review of Two Decades Retrospective, Current Status and Future Prospects. Journal of Hydrology, 125085.

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Özgen, I., Zhao, J. and Hinkelmann, R. (2019). A contribution to momentum head loss models in porous shallow water models.


Özgen, Ilhan and Zhao, Jia-heng and Liang, Dong-fang and Hinkelmann, Reinhard (2017). Wave propagation speeds and source term influences in single and integral porosity shallow water equations. Water Science and Engineering. Elsevier, 275–286.


Özgen, Ilhan and Zhao, Jiaheng and Liang, Dongfang and Hinkelmann, Reinhard (2017). Wave propagation speeds and source term influences in single and integral porosity shallow water equations. Water Science and Engineering, 1–12.

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Özgen, I., Liang, D. & Hinkelmann, R. (2015). Shallow water equations with anisotropic porosity for inundated areas.


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Amann, Finn and Özgen, Ilhan and Abily, Morgan and Zhao, Jiaheng and Liang, Dongfang and Kobayashi, Kenichiro and Oishi, Satoru and Gourbesville, Philippe and Hinkelmann, Reinhard (2018). Integral porosity shallow water model at district scale - Case study in Nice. E3S Web Conf., 06018.

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Gunkel, G., Selge, F., Keitel, J., Lima, D., Calado, S., Sobral, M., Rodriguez, M., Matta, E., Hinkelmann, R., Casper, P., Hupfer, M. (2018). Water management and aquatic ecosystem services of a tropical reservoir (Itaparica, São Francisco, Brazil). Regional Environmental Change


Ilhan, Özgen and Bruwier, Martin and Zhao, Jiaheng and Liang, Dongfang and Archambeau, Pierre and Dewals, Benjamin and Kobayashi, Kenichiro and Oishi, Satoru and Hinkelmann, Reinhard (2018). Numerical study of building drag dissipation for- mulations in the integral porosity shallow water model. E3S Web Conf., 06017.

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Ma, Y., Matta, E., Meißner, D., Richter, J., Schellenberg, H (2018). Forecasting water levels for the German waterways of the Rhine River using artificial neural networks and physically based models.. Tereno International Conference Berlin

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