GSTDTAP

浏览/检索结果: 共39条,第1-10条 帮助

限定条件    
已选(0)清除 条数/页:   排序方式:
Physics-Informed Deep Neural Networks for Learning Parameters and Constitutive Relationships in Subsurface Flow Problems 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Tartakovsky, A. M.;  Marrero, C. Ortiz;  Perdikaris, Paris;  Tartakovsky, G. D.;  Barajas-Solano, D.
收藏  |  浏览/下载:12/0  |  提交时间:2020/07/02
deep neural networks  physics-informed machine learning  parameter estimation  learning constitutive relationships  unsaturated flow  MAP  
Impacts of Bridge Piers on Scour at Downstream River Training Structures: Submerged Weir as an Example 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (4)
作者:  Wang, Lu;  Melville, Bruce W.;  Shamseldin, Asaad Y.;  Nie, Ruihua
收藏  |  浏览/下载:7/0  |  提交时间:2020/07/02
River training structures  Local scour  Upstream bridge piers  Submerged weirs  
The Impact of Dams on Design Floods in the Conterminous US 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Zhao, Gang;  Bates, Paul;  Neal, Jeffrey
收藏  |  浏览/下载:4/0  |  提交时间:2020/07/02
Comparison of Data-Driven Techniques to Reconstruct (1992-2002) and Predict (2017-2018) GRACE-Like Gridded Total Water Storage Changes Using Climate Inputs 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Li, Fupeng;  Kusche, Juergen;  Rietbroek, Roelof;  Wang, Zhengtao;  Forootan, Ehsan;  Schulze, Kerstin;  Lueck, Christina
收藏  |  浏览/下载:4/0  |  提交时间:2020/05/13
Machine Learning Predicts Reach-Scale Channel Types From Coarse-Scale Geospatial Data in a Large River Basin 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Guillon, Herve;  Byrne, Colin F.;  Lane, Belize A.;  Solis, Samuel Sandoval;  Pasternack, Gregory B.
收藏  |  浏览/下载:7/0  |  提交时间:2020/07/02
Reduced-Dimensional Gaussian Process Machine Learning for Groundwater Allocation Planning Using Swarm Theory 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Siade, Adam J.;  Cui, Tao;  Karelse, Robert N.;  Hampton, Clive
收藏  |  浏览/下载:5/0  |  提交时间:2020/07/02
Integration of Adversarial Autoencoders With Residual Dense Convolutional Networks for Estimation of Non-Gaussian Hydraulic Conductivities 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Mo, Shaoxing;  Zabaras, Nicholas;  Shi, Xiaoqing;  Wu, Jichun
收藏  |  浏览/下载:11/0  |  提交时间:2020/07/02
A Mathematical Model for the Release, Transport, and Retention of Per- and Polyfluoroalkyl Substances (PFAS) in the Vadose Zone 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Guo, Bo;  Zeng, Jicai;  Brusseau, Mark L.
收藏  |  浏览/下载:8/0  |  提交时间:2020/07/02
PFAS  PFOS  air-water interface  variably saturated flow  retardation  transport  
A Tree-Based Direct Sampling Method for Stochastic Surface and Subsurface Hydrological Modeling 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Zuo, Chen;  Yin, Zhen;  Pan, Zhibin;  MacKie, Emma J.;  Caers, Jef
收藏  |  浏览/下载:5/0  |  提交时间:2020/07/02
Parameter's Controls of Distributed Catchment Models-How Much Information is in Conventional Catchment Descriptors? 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Merz, Ralf;  Tarasova, Larisa;  Basso, Stefano
收藏  |  浏览/下载:10/0  |  提交时间:2020/07/02
hydrological modeling  parameterization  regionalization  parameter controls