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Reformulation of Bayesian Geostatistical Approach on Principal Components 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (4)
作者:  Zhao, Yue;  Luo, Jian
收藏  |  浏览/下载：5/0  |  提交时间：2020/07/02
geostatistical approach  inverse modeling  principal component  
Improving Simulation Efficiency of MCMC for Inverse Modeling of Hydrologic Systems With a Kalman-Inspired Proposal Distribution 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Zhang, Jiangjiang;  Vrugt, Jasper A.;  Shi, Xiaoqing;  Lin, Guang;  Wu, Laosheng;  Zeng, Lingzao
收藏  |  浏览/下载：10/0  |  提交时间：2020/07/02
Reduced-Dimensional Gaussian Process Machine Learning for Groundwater Allocation Planning Using Swarm Theory 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Siade, Adam J.;  Cui, Tao;  Karelse, Robert N.;  Hampton, Clive
收藏  |  浏览/下载：5/0  |  提交时间：2020/07/02
Surrogate-Based Bayesian Inverse Modeling of the Hydrological System: An Adaptive Approach Considering Surrogate Approximation Error 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (1)
作者:  Zhang, Jiangjiang;  Zheng, Qiang;  Chen, Dingjiang;  Wu, Laosheng;  Zeng, Lingzao
收藏  |  浏览/下载：10/0  |  提交时间：2020/07/02
Robust Predictive Design of Field Measurements for Evapotranspiration Barriers Using Universal Multiple linear Regression 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Clutter, Melissa;  Ferre, Ty P. A.;  Zhang, Zhuanfang Fred;  Gupta, Hoshin
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
measurement  optimization  observation  network design  linear regression  
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
Minimum Hydraulic Resistance Uncertainty and the Development of a Connectivity-Based Iterative Sampling Strategy 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (7) : 5593-5611
作者:  Rizzo, Calogero B.;  de Barros, Felipe P. J.
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/27
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
Trajectories as Training Images to Simulate Advective-Diffusive, Non-Fickian Transport 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (4) : 3465-3480
作者:  Mose, Sebastian;  Bolster, Diogo;  Bijeljic, Branko;  Nowak, Wolfgang
收藏  |  浏览/下载：9/0  |  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