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Using Deep Learning to Improve Ensemble Smoother: Applications to Subsurface Characterization 期刊论文
Water Resources Research, 2020
作者:  Jiangjiang Zhang;  Qiang Zheng;  Laosheng Wu;  Lingzao Zeng
收藏  |  浏览/下载：4/0  |  提交时间：2020/10/26
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：9/0  |  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：8/0  |  提交时间：2020/07/02
Adaptive Multifidelity Data Assimilation for Nonlinear Subsurface Flow Problems 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (1) : 203-217
作者:  Zheng, Qiang;  Zhang, Jiangjiang;  Xu, Wenjie;  Wu, Laosheng;  Zeng, Lingzao
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Inverse Modeling of Hydrologic Systems with Adaptive Multifidelity Markov Chain Monte Carlo Simulations 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (7) : 4867-4886
作者:  Zhang, Jiangjiang;  Man, Jun;  Lin, Guang;  Wu, Laosheng;  Zeng, Lingzao
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
An Iterative Local Updating Ensemble Smoother for Estimation and Uncertainty Assessment of Hydrologic Model Parameters With Multimodal Distributions 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (3) : 1716-1733
作者:  Zhang, Jiangjiang;  Lin, Guang;  Li, Weixuan;  Wu, Laosheng;  Zeng, Lingzao
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
ensemble smoother  inverse modeling  multimodal distribution  
Efficient evaluation of small failure probability in high-dimensional groundwater contaminant transport modeling via a two-stage Monte Carlo method 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (3)
作者:  Zhang, Jiangjiang;  Li, Weixuan;  Lin, Guang;  Zeng, Lingzao;  Wu, Laosheng
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
failure probability  contaminant transport  dimension reduction  
多孔介质中溶质扩散滞后的试验测定与建模研究 项目
项目编号：41571215； 经费：700000(CNY)； 起止日期：2016 / dc_date_end
项目负责人:  吴劳生
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/11