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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  
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  
Illuminating water cycle modifications and Earth system resilience in the Anthropocene 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (4)
作者:  Gleeson, Tom;  Wang-Erlandsson, Lan;  Porkka, Miina;  Zipper, Samuel C.;  Jaramillo, Fernando;  Gerten, Dieter;  Fetzer, Ingo;  Cornell, Sarah E.;  Piemontese, Luigi;  Gordon, Line J.;  Rockstroem, Johan;  Oki, Taikan;  Sivapalan, Murugesu;  Wada, Yoshihide;  Brauman, Kate A.;  Floerke, Martina;  Bierkens, Marc F. P.;  Lehner, Bernhard;  Keys, Patrick;  Kummu, Matti;  Wagener, Thorsten;  Dadson, Simon;  Troy, Tara J.;  Steffen, Will;  Falkenmark, Malin;  Famiglietti, James S.
收藏  |  浏览/下载：22/0  |  提交时间：2020/07/02
water cycle  Anthropocene  global hydrology  planetary boundary  
A Novel Modeling Framework for Computationally Efficient and Accurate Real-Time Ensemble Flood Forecasting With Uncertainty Quantification 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Vinh Ngoc Tran;  Dwelle, M. Chase;  Sargsyan, Khachik;  Ivanov, Valeriy Y.;  Kim, Jongho
收藏  |  浏览/下载：10/0  |  提交时间：2020/07/02
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
Faro Waste Rock Project: Characterizing Variably Saturated Flow Behavior Through Full-Scale Waste-Rock Dumps in the Continental Subarctic Region of Northern Canada Using Field Measurements and Stable Isotopes of Water 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Bao, Zhongwen;  Blowes, David W.;  Ptacek, Carol J.;  Bain, Jeff;  Holland, Steven P.;  Wilson, David;  Wilson, Ward;  MacKenzie, Peter
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/02
Debates: Does Information Theory Provide a New Paradigm for Earth Science? Sharper Predictions Using Occam's Digital Razor 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Weijs, Steven. V.;  Ruddell, Benjamin. L.
收藏  |  浏览/下载：12/0  |  提交时间：2020/07/02
algorithmic information theory  Occam'  s razor  physically based modeling  model complexity  data compression  data-driven modeling  
Global Sensitivity Analysis for Multiple Interpretive Models With Uncertain Parameters 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Dell&;  39;Oca, A.
收藏  |  浏览/下载：5/0  |  提交时间：2020/07/02
global sensitivity analysis  multi model  statisical moments  
Quantification of Evaporation and Drainage Processes in Unsaturated Porous Media Using Magnetic Resonance Imaging 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Ranzinger, Florian;  Hille-Reichel, Andrea;  Zehe, Erwin;  Guthausen, Gisela;  Horn, Harald
收藏  |  浏览/下载：6/0  |  提交时间：2020/07/02
MRI  evaporation  percolation  liquid cluster  
Climate Adaptation as a Control Problem: Review and Perspectives on Dynamic Water Resources Planning Under Uncertainty 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Herman, Jonathan D.;  Quinn, Julianne D.;  Steinschneider, Scott;  Giuliani, Matteo;  Fletcher, Sarah
收藏  |  浏览/下载：12/0  |  提交时间：2020/07/02