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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  
Machine Learning Predicts Reach-Scale Channel Types From Coarse-Scale Geospatial Data in a Large River Basin 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Guillon, Herve;  Byrne, Colin F.;  Lane, Belize A.;  Solis, Samuel Sandoval;  Pasternack, Gregory B.
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/02
Snow Depth Patterns in a High Mountain Andean Catchment from Satellite Optical Tristereoscopic Remote Sensing 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Shaw, Thomas E.;  Gascoin, Simon;  Mendoza, Pablo A.;  Pellicciotti, Francesca;  McPhee, James
收藏  |  浏览/下载：8/0  |  提交时间：2020/07/02
Snow depth  Pleiades  Chile  Mountain  LiDAR  
Recursive Bayesian Estimation of Conceptual Rainfall-Runoff Model Errors in Real-Time Prediction of Streamflow 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Tajiki, M.;  Schoups, G.;  Hendricks Franssen, H. J.;  Najafinejad, A.;  Bahremand, A.
收藏  |  浏览/下载：1/0  |  提交时间：2020/07/02
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  
Boosting Resolution and Recovering Texture of 2D and 3D Micro-CT Images with Deep Learning 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (1)
作者:  Da Wang, Ying;  Armstrong, Ryan T.;  Mostaghimi, Peyman
收藏  |  浏览/下载：5/0  |  提交时间：2020/07/02
Pore-Scale Visualization and Quantification of Transient Solute Transport Using Fast Microcomputed Tomography 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Van Offenwert, Stefanie;  Cnudde, Veerle;  Bultreys, Tom
收藏  |  浏览/下载：5/0  |  提交时间：2020/02/16
solute transport  pore-scale imaging  fast microcomputed tomography  
Bayesian Calibration and Sensitivity Analysis for a Karst Aquifer Model Using Active Subspaces 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (8) : 7086-7107
作者:  Parente, Mario Teixeira;  Bittner, Daniel;  Mattis, Steven A.;  Chiogna, Gabriele;  Wohlmuth, Barbara
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/27
Field Comparison of DNA-Labeled Nanoparticle and Solute Tracer Transport in a Fractured Crystalline Rock 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (8) : 6577-6595
作者:  Kittilae, A.;  Jalali, M. R.;  Evans, K. F.;  Willmann, M.;  Saar, M. O.;  Kong, X. -Z.
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/27