Jieru Yan

A hybrid Wavelet-CNN-LSTM deep learning model for short-term urban water demand forecasting

Zhengheng Pu, Jieru Yan, Lei Chen et al. · Frontiers of Environmental Science & Engineering · 2022 · 69 citations

Hydrological Prediction, Engineering, Machine Learning +7

Short-term water demand forecast based on automatic feature extraction by one-dimensional convolution

Lei Chen, Hexiang Yan, Jieru Yan et al. · Journal of Hydrology · 2022 · 62 citations

Water Demand, Engineering, Data Science +10

Short time precipitation estimation using weather radar and surface observations: With rainfall displacement information integrated in a stochastic manner

Jieru Yan, András Bàrdossy · Journal of Hydrology · 2019 · 22 citations

Radar, Meteorology, Numerical Weather Prediction +13

Conditional simulation of surface rainfall fields using modified phase annealing

Jieru Yan, András Bàrdossy, Sebastian Hörning et al. · Hydrology and earth system sciences · 2020 · 15 citations · Full text

Engineering, Weather Forecasting, Data Assimilation +17

Conditional simulation of spatial rainfall fields using random mixing: a study that implements full control over the stochastic process

Jieru Yan, Fei Li, András Bàrdossy et al. · Hydrology and earth system sciences · 2021 · 13 citations · Full text

Ordinary Kriging, Engineering, Weather Forecasting +20