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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  
Subsurface Source Zone Characterization and Uncertainty Quantification Using Discriminative Random Fields 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Arshadi, Masoud;  Kaluza, M. Clara De Paolis;  Miller, Eric L.;  Abriola, Linda M.
收藏  |  浏览/下载：4/0  |  提交时间：2020/07/02
Improving Simulation Efficiency of MCMC for Inverse Modeling of Hydrologic Systems With a Kalman-Inspired Proposal Distribution 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Zhang, Jiangjiang;  Vrugt, Jasper A.;  Shi, Xiaoqing;  Lin, Guang;  Wu, Laosheng;  Zeng, Lingzao
收藏  |  浏览/下载：10/0  |  提交时间：2020/07/02
Solving the Nernst-Planck Equation in Heterogeneous Porous Media With Finite Volume Methods: Averaging Approaches at Interfaces 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Tournassat, Christophe;  Steefel, Carl, I;  Gimmi, Thomas
收藏  |  浏览/下载：4/0  |  提交时间：2020/07/02
Quantifying the Spatial Variability of a Snowstorm Using Differential Airborne Lidar 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Brandt, W. Tyler;  Bormann, Kat J.;  Cannon, Forest;  Deems, Jeffrey S.;  Painter, Thomas H.;  Steinhoff, Daniel F.;  Dozier, Jeff
收藏  |  浏览/下载：12/0  |  提交时间：2020/07/02
Changing Source-Transport Dynamics Drive Differential Browning Trends in a Boreal Stream Network 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Fork, Megan L.;  Sponseller, Ryan A.;  Laudon, Hjalmar
收藏  |  浏览/下载：6/0  |  提交时间：2020/07/02
brownification  wetland  riparian  concentration-discharge  flux  DOC  
Seasona evolution of active layer thaw depth and hillslope-stream connectivity in a permafrost watershed 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (1)
作者:  Chiasson-Poirier, G.;  Franssen, J.;  Lafreniere, M. J.;  Fortier, D.;  Lamoureux, S. F.
收藏  |  浏览/下载：1/0  |  提交时间：2020/07/02
A Parametric Numerical Analysis of Factors Controlling Ground Ruptures Caused by Groundwater Pumping 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Frigo, Matteo;  Ferronato, Massimiliano;  Yu, Jun;  Ye, Shujun;  Galloway, Devin;  Carreon-Freyre, Dora;  Teatini, Pietro
收藏  |  浏览/下载：8/0  |  提交时间：2020/02/16
ground ruptures  Earth fissures  aquifer overexploitation  numerical modeling  finite elements  discontinuum mechanics  
An Adjoint Sensitivity Model for Steady-State Sequentially Coupled Radionuclide Transport in Porous Media 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Hayek, Mohamed;  RamaRao, Banda S.;  Lavenue, Marsh
收藏  |  浏览/下载：6/0  |  提交时间：2020/02/16
sensitivity analysis  adjoint method  analytical solutions  radionuclide transport  
The Role of Rain-on-Snow in Flooding Over the Conterminous United States 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Li, Dongyue;  Lettenmaier, Dennis P.;  Margulis, Steven A.;  Andreadis, Konstantinos
收藏  |  浏览/下载：7/0  |  提交时间：2020/02/16
rain on snow  snow hydrology  flood  hydrologic extreme  climate change