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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  
Stochastic Analysis of the Soil Water Content Standard Deviation-Mean Value Relationships: On the Physical Significance of the Critical Mean Soil Water Content 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 10588-10601
作者:  Russo, David
收藏  |  浏览/下载：6/0  |  提交时间：2020/02/16
unsaturated flow  spatial heterogeneity  constitutive relations  stochastic first-order analysis  numerical simulations  
Simulation of Capillary Pressure Overshoot in Snow Combining Trapping of the Wetting Phase With a Nonequilibrium Richards Equation Model 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (1) : 236-248
作者:  Leroux, Nicolas R.;  Pomeroy, John W.
收藏  |  浏览/下载：2/0  |  提交时间：2019/04/09
unsaturated flow  snow  capillary overshoot  saturation overshoot  Richards equation  entrapment of wetting phase  
Aquifer Recharge Using a Vadose Zone Infiltration Well 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (11) : 8847-8863
作者:  Liang, Xiuyu;  Zhan, Hongbin;  Zhang, You-Kuan
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
managed aquifer recharge  vadose zone infiltration well  unsaturated-saturated flow  
Alternative Model for Predicting Soil Hydraulic Conductivity Over the Complete Moisture Range 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (9) : 6860-6876
作者:  Wang, Yunquan;  Jin, Menggui;  Deng, Zijuan
收藏  |  浏览/下载：9/0  |  提交时间：2019/04/09
soil hydraulic model  capillary flow  film flow  unsaturated porous media  
Effect of Unsaturated Flow Modes on Partitioning Dynamics of Gravity-Driven Flow at a Simple Fracture Intersection: Laboratory Study and Three-Dimensional Smoothed Particle Hydrodynamics Simulations 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (11)
作者:  Kordilla, Jannes;  Noffz, Torsten;  Dentz, Marco;  Geyer, Tobias;  Tartakovsky, Alexandre M.
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
unsaturated flow  fractured media  smoothed particle hydrodynamics  laboratory experiments  
Base flow recession from unsaturated-saturated porous media considering lateral unsaturated discharge and aquifer compressibility 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (9)
作者:  Liang, Xiuyu;  Zhan, Hongbin;  Zhang, You-Kuan;  Schilling, Keith
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
base flow recession  unsaturated-saturated flow process  lateral unsaturated flow  
Mixing Cell Model: A One-Dimensional Numerical Model for Assessment of Water Flow and Contaminant Transport in the Unsaturated Zone 科技报告
来源：US Department of Energy (DOE). 出版年： 2010
作者:  A. S. Rood
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/05
contaminant transport  mixing cell  model  unsaturated zone  water flow