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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
Function Space Optimization: A symbolic regression method for estimating parameter transfer functions for hydrological models 期刊论文
Water Resources Research, 2020
作者:  M. Feigl;  M. Herrnegger;  D. Klotz;  K. Schulz
收藏  |  浏览/下载：1/0  |  提交时间：2020/10/12
A machine‐learning‐based model for water quality in coastal waters, taking dissolved oxygen and hypoxia in Chesapeake Bay as an example 期刊论文
Water Resources Research, 2020
作者:  Xin Yu;  Jian Shen;  Jiabi Du
收藏  |  浏览/下载：7/0  |  提交时间：2020/09/08
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