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个人信息Personal Information
副教授
教师拼音名称：yanjieru
所在单位：实验中心
学历：研究生(博士后)
学位：博士学位
在职信息：在职
毕业院校：德国斯图加特大学
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极端降水的分析和预报
高分辨率降水场的实时构建（多源降水数据融合：站点雨量&气象雷达）
随机天气模型（非高斯空间依赖，非稳态雨场，地统计学，数值模拟）
人工智能技术在城市水文中的应用
- 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
- Yan, J.，Bárdossy, A.,Hörning, S.,Tao, T.，Conditional simulation of surface rainfall fields using modified phase annealing:Hydrology and Earth System Sciences,2020
- 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
- Yan, J.，Tao, T.，Unsupervised anomaly detection in hourly water demand data using an asymmetric encoder-decoder model:Journal of Hydrology,2022
- 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
- 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
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