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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 |
