Physical information-fused deep learning model ensembled with a subregion-specific sampling method for predicting flood dynamics

Author:

Li ChangliORCID,Han ZhengORCID,Li Yange,Li Ming,Wang Weidong,Dou Jie,Xu Linrong,Chen Guangqi

Publisher

Elsevier BV

Subject

Water Science and Technology

Reference65 articles.

1. Abadi, M., Barham, P., Chen, J., Chen, Z., Davis, A., Dean, J., Devin, M., Ghemawat, S., Irving, G., Isard, M., Kudlur, M., Levenberg, J., Monga, R., Moore, S., Murray, D.G., Steiner, B., Tucker, P., Vasudevan, V., Warden, P., Wicke, M., Yu, Y., Zheng, X., 2016. TensorFlow: A system for large-scale machine learning, in: Proc. OSDI 16, 265-283.

2. Simulation of wave overtopping using an improved SPH method;Akbari;Coast. Eng.,2017

3. Glacial lake outburst flood hazard under current and future conditions: worst-case scenarios in a transboundary Himalayan basin;Allen;Nat. Hazards Earth Syst. Sci.,2022

4. Deep data assimilation: Integrating deep learning with data assimilation;Arcucci;Appl. Sci.,2021

5. Relevance vector machine models of suspended fine sediment transport in a shallow lake - I: Data collection;Batt;Environ. Eng. Sci.,2013

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