Paper Publications
- [1] Yan, J.，Bárdossy, A.，Short time precipitation estimation using weather radar and surface observations: With rainfall displacement information integrated in a stochastic manner:Journal of Hydrology,2019
- [2] Yan, J.，Bárdossy, A.,Hörning, S.,Tao, T.，Conditional simulation of surface rainfall fields using modified phase annealing:Hydrology and Earth System Sciences,2020
- [3] Yan, J.，Li, F.,Bárdossy, A.，Tao, T.，Conditional simulation of spatial rainfall fields using random mixing: a study that implements full control over the stochastic process:Hydrology and Earth System Sciences,2021
- [4] Yan, J.，Tao, T.，Unsupervised anomaly detection in hourly water demand data using an asymmetric encoder-decoder model:Journal of Hydrology,2022
- [5] Li, F.，Yan, J.,Yan H.,Tao, T.，Duan H.，2D Modelling and energy analysis of entrapped air-pocket propagation and spring-like geysering in the drainage pipeline system:Engineering Applications of Computational Fluid Mechanics,2023
- [6] Zhu, W.，Yan H.,Wang J.,Li S.,Xin K.，Tao, T.,Yan, J.，An optimized LSTM-based approach applied to early warning and forecasting of ponding in the urban drainage system:Hydrology and Earth System Sciences,2023
- [7] Li, F.,Yan, J.，Xiong, X.,Yan, H.,Wang, L.，Tao, T.，GIS-based fuzzy comprehensive evaluation of urban flooding risk with socioeconomic-index system development:Environmental Science and Pollution Research,2022
- [8] Chen, L.，Yan, J.,Yan, H.,Tao, T.,Xin, K.，Wang, J.，Short-term water demand forecast based on automatic feature extraction by one-dimensional convolution:Journal of Hydrology,2022
- [9] Pu, Z.，Yan, J.,Tao, T.，Xin, K.，A hybrid Wavelet-CNN-LSTM Deep Learning model for short-term Urban Water Demand Forecasting:Frontiers of Environmental Science & Engineering,2023
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