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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  
Holder-Conditioned Hypsometry: A Refinement to a Classical Approach for the Characterization of Topography 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Keylock, Christopher J.;  Singh, Arvind;  Passalacqua, Paola;  Foufoula-Georgiate, Efi
收藏  |  浏览/下载:19/0  |  提交时间:2020/05/13
Geomorphology  Hypsometry  Multifractal analysis  Holder exponent  Digital Elevation Model  Terrain Characterization  
Synchronization and Delay Between Circulation Patterns and High Streamflow Events in Germany 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (4)
作者:  Conticello, Federico Rosario;  Cioffi, Francesco;  Lall, Upmanu;  Merz, Bruno
收藏  |  浏览/下载:6/0  |  提交时间:2020/07/02
streamflow  Germany  event synchronization  circulation pattern  
Understanding the Impact of Observation Data Uncertainty on Probabilistic Streamflow Forecasts Using a Dynamic Hierarchical Model 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (4)
作者:  Das Bhowmik, Rajarshi;  Ng, Tze Ling;  Wang, Jui-Pin
收藏  |  浏览/下载:8/0  |  提交时间:2020/07/02
uncertainty  measurement error  Bayesian  BDHM  forecasting  Streamflow  
Backward Probability Model for Identifying Multiple Contaminant Source Zones Under Transient Variably Saturated Flow Conditions 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (4)
作者:  Hwang, Hyoun-Tae;  Jeen, Sung-Wook;  Kaown, Dugin;  Lee, Seong-Sun;  Sudicky, Edward A.;  Steinmoeller, Derek T.;  Lee, Kang-Kun
收藏  |  浏览/下载:7/0  |  提交时间:2020/07/02
backward probability model  source zone identifications  transient flow  vadose zone  uncertainty analysis  HydroGeoSphere  
Changes in Antecedent Soil Moisture Modulate Flood Seasonality in a Changing Climate 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Wasko, Conrad;  Nathan, Rory;  Peel, Murray C.
收藏  |  浏览/下载:6/0  |  提交时间:2020/07/02
The 3-D Facies and Geomechanical Modeling of Land Subsidence in the Chaobai Plain, Beijing 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Zhu, Lin;  Franceschini, Andrea;  Gong, Huili;  Ferronato, Massimiliano;  Dai, Zhenxue;  Ke, Yinghai;  Pan, Yun;  Li, Xiaojuan;  Wang, Rong;  Teatini, Pietro
收藏  |  浏览/下载:9/0  |  提交时间:2020/07/02
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  
Analysis and Modeling of Precipitation Intermittency by Compound Markov-DARMA Models 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Wiuff, Rasmus
收藏  |  浏览/下载:0/0  |  提交时间:2020/07/02
Intermittency  Precipitation  Modelling  Compound models  Binary models  
Bayesian Update and Method of Distributions: Application to Leak Detection in Transmission Mains 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Alawadhi, Abdulrahman;  Tartakovsky, Daniel M.
收藏  |  浏览/下载:5/0  |  提交时间:2020/07/02
uncertainty  stochastic  PDF method  data assimilation