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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
Delineating Facies Spatial Distribution by Integrating Ensemble Data Assimilation and Indicator Geostatistics With Level-Set Transformation 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (4) : 2652-2671
作者:  Song, Xuehang;  Chen, Xingyuan;  Ye, Ming;  Dai, Zhenxue;  Hammond, Glenn;  Zachara, John M.
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/26
Improved Nested Sampling and Surrogate-Enabled Comparison With Other Marginal Likelihood Estimators 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (2) : 797-826
作者:  Zeng, Xiankui;  Ye, Ming;  Wu, Jichun;  Wang, Dong;  Zhu, Xiaobin
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
A Taylor Expansion-Based Adaptive Design Strategy for Global Surrogate Modeling With Applications in Groundwater Modeling 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (12)
作者:  Mo, Shaoxing;  Lu, Dan;  Shi, Xiaoqing;  Zhang, Guannan;  Ye, Ming;  Wu, Jianfeng;  Wu, Jichun
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
A geostatistics-informed hierarchical sensitivity analysis method for complex groundwater flow and transport modeling 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (5)
作者:  Dai, Heng;  Chen, Xingyuan;  Ye, Ming;  Song, Xuehang;  Zachara, John M.
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
sensitivity analysis  variance decomposition  parametric uncertainty  model uncertainty  groundwater transport modeling  geostatistics  
Quantifying model structural error: Efficient Bayesian calibration of a regional groundwater flow model using surrogates and a data-driven error model 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (5)
作者:  Xu, Tianfang;  Valocchi, Albert J.;  Ye, Ming;  Liang, Feng
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
Bayesian calibration  uncertainty decomposition  model structural error  surrogate modeling  groundwater  
Bayesian calibration of groundwater models with input data uncertainty 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (4)
作者:  Xu, Tianfang;  Valocchi, Albert J.;  Ye, Ming;  Liang, Feng;  Lin, Yu-Feng
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/09
A new process sensitivity index to identify important system processes under process model and parametric uncertainty 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (4)
作者:  Dai, Heng;  Ye, Ming;  Walker, Anthony P.;  Chen, Xingyuan
收藏  |  浏览/下载：2/0  |  提交时间：2019/04/09