原文林,景博慧,唐彦杰,张帅虎,郭进军,胡少伟.基于降雨过程识别的山洪灾害动态预警模式[J].水电能源科学,2024(12).

原文林,赵小棚,杨逸凡,郭进军,胡少伟.山洪灾害危险性评估研究综述[J].水电能源科学,2024(11).

王啸,石朋,瞿思敏,司伟,戈晓斌.基于SWAT与新安江模型场次洪水模拟研究及评估[J].水力发电,2024(10).

胡迎春,陈耀登,高玉芳,彭涛.基于雷达估测降雨及WRF-Hydro模型的典型山洪模拟研究[J].高原气象,2024(01).

崔震,郭生练,王俊,张俊,周研来.基于混合深度学习模型的洪水过程概率预报研究[J].水利学报,2023(08).

崔震,郭生练,王俊,王何予,尹家波,巴欢欢.基于GR4J-LSTM混合模型的洪水预报研究[J].人民长江,2022(07).

张振东,罗斌,覃晖,唐海华,周超,冯快乐.风光水互补系统时间序列变量概率预报框架[J].水利学报,2022(08).

殷仕明,徐炜,熊一橙,田远洋,赵思琪,陈思.基于迁移学习的长短时记忆神经网络水文模型[J].水力发电学报,2022(06).

蒋卫威,鱼京善,赤穗良辅,陈基培,姜淇,李卢祎.基于水文水动力耦合模型的山区小流域洪水预报[J].水文,2020(05).

G.R. Arathy Nair,S. Adarsh,Ahmed El Shafie,Ali Najah Ahmed.Enhancing hydrological data completeness: A performance evaluation of various machine learning techniques using probabilistic fusion imputer with neural networks for streamflow data reconstruction[J].Journal of Hydrology,2024.

Liu Binxiao,Tang Qiuhong,Zhao Gang,Gao Liang,Shen Chaopeng,Pan Baoxiang.Physics-Guided Long Short-Term Memory Network for Streamflow and Flood Simulations in the Lancang–Mekong River Basin[J].Water,2022(9).

Zhongrun Xiang,Jun Yan,Ibrahim Demir.A Rainfall‐Runoff Model With LSTM‐Based Sequence‐to‐Sequence Learning[J].Water Resources Research,2020.

Shuai Gao,Yuefei Huang,Shuo Zhang,Jingcheng Han,Guangqian Wang,Meixin Zhang,Qingsheng Lin.Short-term runoff prediction with GRU and LSTM networks without requiring time step optimization during sample generation[J].Journal of Hydrology,2020.

Frederik Kratzert,Daniel Klotz,Claire Brenner,Karsten Schulz,Mathew Herrnegger.Rainfall–runoff modelling using Long Short-Term Memory (LSTM) networks[J].Hydrology and Earth System Sciences,2018.

Jun Yan,Jiaming Jin,Furong Chen,Guo Yu,Hailong Yin,Wenjia Wang.Urban flash flood forecast using support vector machine and numerical simulation[J].Journal of Hydroinformatics,2018.

Chih-Chieh Young,Wen-Cheng Liu,Ming-Chang Wu.A physically based and machine learning hybrid approach for accurate rainfall-runoff modeling during extreme typhoon events[J].Applied Soft Computing,2017.

Fi-John Chang,Pin-An Chen,Ying-Ray Lu,Eric Huang,Kai-Yao Chang.Real-time multi-step-ahead water level forecasting by recurrent neural networks for urban flood control[J].Journal of Hydrology,2014.

Pin-An Chen,Li-Chiu Chang,Fi-John Chang.Reinforced recurrent neural networks for multi-step-ahead flood forecasts[J].Journal of Hydrology,2013.

A.G. Parlos,O.T. Rais,A.F. Atiya.Multi-step-ahead prediction using dynamic recurrent neural networks[J].Neural Networks,2000.