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Journal articles

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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 Hinkelmann, Reinhard (2021). Nature-inspired algorithms in sanitary engineering: modelling sediment transport in sewer pipes. Soft Computing

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


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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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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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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Zounemat-Kermani, Mohammad and Mahdavi-Meymand, Amin and Fadaee, Marzieh and Batelaan, Okke and Hinkelmann, Reinhard (2021). Groundwater quality modeling: On the analogy between integrative PSO and MRFO mathematical and machine learning models. Environmental Quality Management

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S. Vulova and F. Meier and D. Fenner and H. Nouri and B. Kleinschmit (2020). Summer Nights in Berlin, Germany: Modeling Air Temperature Spatially With Remote Sensing, Crowdsourced Weather Data, and Machine Learning. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 5074-5087.


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