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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  
The Moving-Boundary Approach for Modeling 2-D Gravity-Driven Stable and Unstable Flow in Partially Wettable Soils 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Brindt, Naaran;  Wallach, Rony
收藏  |  浏览/下载：10/0  |  提交时间：2020/07/02
gravity-induced fingering  dynamic water entry value  preferential flow  subcritical water repellency  saturation overshoot  unstable flow modeling  
Simplified Green-Ampt Model, Imbibition-Based Estimates of Permeability, and Implications for Leak-off in Hydraulic Fracturing 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (4)
作者:  Tokunaga, Tetsu K.
收藏  |  浏览/下载：6/0  |  提交时间：2020/07/02
permeability  imbibition  capillary pressure  sorptivity  hydraulic fracturing  
Subcore Scale Fluid Flow Behavior in a Sandstone With Cataclastic Deformation Bands 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (4)
作者:  Romano, Carla R.;  Zahasky, Christopher;  Garing, Charlotte;  Minto, James M.;  Benson, Sally M.;  Shipton, Zoe K.;  Lunn, Rebecca J.
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/02
deformation bands  multiphase fluid flow  capillary heterogeneity  X-ray computed tomography  positron emission tomography  
Disturbance Extraction for Burst Detection in Water Distribution Networks Using Pressure Measurements 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Xu, Weirong;  Zhou, Xiao;  Xin, Kunlun;  Boxall, Joby;  Yan, Hexiang;  Tao, Tao
收藏  |  浏览/下载：9/0  |  提交时间：2020/05/13
Burst detection  Data-driven method  Disturbance extraction  Isolation forest  Water distribution network  Water loss  
Estimation of the Critical Infiltration Rate for Air Compression During Infiltration 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Wei, Yunbo;  Chen, Kouping;  Wu, Jichun
收藏  |  浏览/下载：10/0  |  提交时间：2020/07/02
Dynamic Processes of CO2 Storage in the Field: 1. Multiscale and Multipath Channeling of CO2 Flow in the Hierarchical Fluvial Reservoir at Cranfield, Mississippi 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Zhou, Quanlin;  Yang, Xianjin;  Zhang, Rui;  Hosseini, Seyyed A.;  Ajo-Franklin, Jonathan B.;  Freifeld, Barry M.;  Daley, Thomas M.;  Hovorka, Susan D.
收藏  |  浏览/下载：10/0  |  提交时间：2020/07/02
CO2 storage  channelized flow  field monitoring  data integration  natural heterogeneity  joint inversion  
Partitioning Thresholds in Hybrid Implicit-Explicit Representations of Naturally Fractured Reservoirs 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Wong, Daniel Lorng Yon;  Doster, Florian;  Geiger, Sebastian;  Kamp, Arjan
收藏  |  浏览/下载：12/0  |  提交时间：2020/07/02
upscaling  fractures  effective medium theory  effective permeability  percolation  flow  
A Universal Model of Unsaturated Hydraulic Conductivity With Complementary Adsorptive and Diffusive Process Components 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Modaresi Rad, Arash;  Ghahraman, Bijan;  Mosaedi, Abolfazl;  Sadegh, Mojtaba
收藏  |  浏览/下载：6/0  |  提交时间：2020/07/02
Hydraulic conductivity  Multi-fractal soils  Percolation theory  Adsorptive and diffusive processes  
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