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| Data-driven prediction of turbulent flow statistics past bridge piers in large-scale rivers using convolutional neural networks 期刊论文 Water Resources Research, 2021 作者: Zexia Zhang; Kevin Flora; Seokkoo Kang; Ajay B. Limaye; Ali Khosronejad 收藏  |  浏览/下载:11/0  |  提交时间:2022/01/14 |
| Explore Spatio-Temporal Learning of Large Sample Hydrology Using Graph Neural Networks 期刊论文 Water Resources Research, 2021 作者: Alexander Y. Sun; Peishi Jiang; Maruti K. Mudunuru; Xingyuan Chen 收藏  |  浏览/下载:18/0  |  提交时间:2021/11/15 |
| Bayesian LSTM with Stochastic Variational Inference for Estimating Model Uncertainty in Process-based Hydrological Models 期刊论文 Water Resources Research, 2021 作者: Dayang Li; Lucy Marshall; Zhongmin Liang; Ashish Sharma; Yan Zhou 收藏  |  浏览/下载:14/0  |  提交时间:2021/09/14 |
| A Disaggregation-Emulation Approach for Optimization of Large Urban Drainage Systems 期刊论文 Water Resources Research, 2021 作者: Omid Seyedashraf; Andrea Bottacin-Busolin; Julien J. Harou 收藏  |  浏览/下载:14/0  |  提交时间:2021/08/10 |
| Physics-Informed Neural Network Method for Forward and Backward Advection-Dispersion Equations 期刊论文 Water Resources Research, 2021 作者: QiZhi He; Alexandre M. Tartakovsky 收藏  |  浏览/下载:8/0  |  提交时间:2021/07/27 |
| Upscaling reactive transport and clogging in shale microcracks by deep learning 期刊论文 Water Resources Research, 2021 作者: Ziyan Wang; Ilenia Battiato 收藏  |  浏览/下载:2/0  |  提交时间:2021/04/06 |
| Using deep learning for automatic water stage measurements 期刊论文 Water Resources Research, 2021 作者: Anette Eltner; Patrik Olã; Bressan; Thales Akiyama; Wesley Nunes Gonç; alves; José; Marcato Junior 收藏  |  浏览/下载:4/0  |  提交时间:2021/02/22 |
| Physics‐informed neural networks with monotonicity constraints for Richardson‐Richards equation: Estimation of constitutive relationships and soil water flux density from volumetric water content measurements 期刊论文 Water Resources Research, 2020 作者: Toshiyuki Bandai; Teamrat A. Ghezzehei 收藏  |  浏览/下载:10/0  |  提交时间:2020/12/28 |
| Enhancing streamflow forecast and extracting insights using long‐short term memory networks with data integration at continental scales 期刊论文 Water Resources Research, 2020 作者: Dapeng Feng; Kuai Fang; Chaopeng Shen 收藏  |  浏览/下载:9/0  |  提交时间:2020/07/06 |
| Ensemble‐based Neural Network Modeling for Hydrologic Forecasts: Addressing Uncertainty in the Model Structure and Input Variable Selection 期刊论文 Water Resources Research, 2020 作者: Taereem Kim; Ju‐; Young Shin; Hanbeen Kim; Jun‐; Haeng Heo 收藏  |  浏览/下载:4/0  |  提交时间:2020/05/13 |