TU Berlin

Chair of Water Resources Management and Modeling of HydrosystemsPublications

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Publications

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Zhao, J. and Özgen, I. and Liang, D. and Hinkelmann, R. (2018). Improved multislope MUSCL reconstruction on unstructured grids for shallow water equations. International Journal for Numerical Methods in Fluids, 401-436.

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Zhao, J. and Özgen, I. and Liang, D. and Simons, F. and Hinkelmann, R. (2016). Comparison of capacity and non-capacity sediment transport models for dam break flow over movable bed. Proceedings of International Symposium on River Sedimentation. CRC, 522–527.


Zhao, J. and Özgen, I. and Liang, D. and Hinkelmann, R. (2018). A Novel Slope Failure Operator for a Non-equilibrium Sediment Transport Model. HIC.


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

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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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Zounemat-Kermani, Mohammad and Alizamir, Meysam and Keshtegar, Behrooz and Batelaan, Okke and Hinkelmann, Reinhard (2021). Prediction of effluent arsenic concentration of wastewater treatment plants using machine learning and kriging-based models. Environ. Sci. Pollut. Res. Int.. Springer Science and Business Media LLC.


Zounemat-Kermani, Mohammad and Mahdavi-Meymand, Amin and Fadaee, Marzieh and Batelaan, Okke and Hinkelmann, Reinhard (). Groundwater quality modeling: On the analogy between integrative PSO and MRFO mathematical and machine learning models. Environmental Quality Management

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Zounemat-Kermani, Mohammad and Mahdavi-Meymand, Amin and Fadaee, Marzieh and Batelaan, Okke and Hinkelmann, Reinhard (). Groundwater quality modeling: On the analogy between integrative PSO and MRFO mathematical and machine learning models. Environmental Quality Management

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Zounemat-Kermani, Mohammad and Alizamir, Meysam and Keshtegar, Behrooz and Batelaan, Okke and Hinkelmann, Reinhard (2021). Prediction of effluent arsenic concentration of wastewater treatment plants using machine learning and kriging-based models. Environ. Sci. Pollut. Res. Int.. Springer Science and Business Media LLC.


Mohammad Zounemat-Kermani and Okke Batelaan and Marzieh Fadaee and Reinhard Hinkelmann (2021). Ensemble machine learning paradigms in hydrology: A review. Journal of Hydrology, 126266.

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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, Mohammad and Alizamir, Meysam and Yaseen, Zaher Mundher and Hinkelmann, Reinhard (2021). Concrete corrosion in wastewater systems: Prediction and sensitivity analysis using advanced extreme learning machine. Frontiers of Structural and Civil Engineering

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


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