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Understanding and Modeling the Occurrence of E. coli Blooms in Drinking Water Reservoirs 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 10518-10526
作者:  Bertone, Edoardo;  Kozak, Sonya;  Roiko, Anne
收藏  |  浏览/下载：5/0  |  提交时间：2020/02/16
Bayesian Network  Escherichia coli  risk assessment  water resources management  
Incorporating Multidimensional Probabilistic Information Into Robustness-Based Water Systems Planning 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (5) : 3659-3679
作者:  Taner, Mehmet Umit;  Ray, Patrick;  Brown, Casey
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/26
climate change  Bayesian networks  decision scaling  water resources  robustness  deep uncertainty  
Deep Autoregressive Neural Networks for High-Dimensional Inverse Problems in Groundwater Contaminant Source Identification 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (5) : 3856-3881
作者:  Mo, Shaoxing;  Zabaras, Nicholas;  Shi, Xiaoqing;  Wu, Jichun
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/26
Using Bayesian Networks for Sensitivity Analysis of Complex Biogeochemical Models 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (4) : 3541-3555
作者:  Dai, Heng;  Chen, Xingyuan;  Ye, Ming;  Song, Xuehang;  Hammond, Glenn;  Hu, Bill;  Zachara, John M.
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/26
Deep Convolutional Encoder-Decoder Networks for Uncertainty Quantification of Dynamic Multiphase Flow in Heterogeneous Media 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (1) : 703-728
作者:  Mo, Shaoxing;  Zhu, Yinhao;  Zabaras, Nicholas;  Shi, Xiaoqing;  Wu, Jichun
收藏  |  浏览/下载：10/0  |  提交时间：2019/04/09
multiphase flow  geological carbon storage  uncertainty quantification  deep neural networks  high dimensionality  response discontinuity