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A Two-stage Bayesian Data-driven Method to Improve Model Prediction 期刊论文
Water Resources Research, 2021
作者:  Xiaozhuo Sun;  Xiankui Zeng;  Jichun Wu;  Dong Wang
收藏  |  浏览/下载：12/0  |  提交时间：2021/12/15
An Improved Tandem Neural Network Architecture for Inverse Modeling of Multicomponent Reactive Transport in Porous Media 期刊论文
Water Resources Research, 2021
作者:  Junjun Chen;  Zhenxue Dai;  Zhijie Yang;  Yu Pan;  Xiaoying Zhang;  Jichun Wu;  Mohamad Reza Soltanian
收藏  |  浏览/下载：12/0  |  提交时间：2021/11/15
Identifying more realistic model structures by electrical conductivity observations of the karst spring 期刊论文
Water Resources Research, 2021
作者:  Yong Chang;  Andreas Hartmann;  Ling Liu;  Guanghui Jiang;  Jichun Wu
收藏  |  浏览/下载：10/0  |  提交时间：2021/04/12
Hydrogeophysical Characterization of Nonstationary DNAPL Source Zones by Integrating a Convolutional Variational Autoencoder and Ensemble Smoother 期刊论文
Water Resources Research, 2021
作者:  Xueyuan Kang;  Amalia Kokkinaki;  Peter K. Kitanidis;  Xiaoqing Shi;  Jonghyun Lee;  Shaoxing Mo;  Jichun Wu
收藏  |  浏览/下载：9/0  |  提交时间：2021/02/17
Improved characterization of DNAPL source zones via sequential hydrogeophysical inversion of hydraulic‐head, self‐potential and partitioning‐tracer data 期刊论文
Water Resources Research, 2020
作者:  Xueyuan Kang;  Amalia Kokkinaki;  Peter K. Kitanidis;  Xiaoqing Shi;  André;  Revil;  Jonghyun Lee;  Abdellahi Soueid Ahmed;  Jichun Wu
收藏  |  浏览/下载：8/0  |  提交时间：2020/07/21
Estimation of the Critical Infiltration Rate for Air Compression During Infiltration 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Wei, Yunbo;  Chen, Kouping;  Wu, Jichun
收藏  |  浏览/下载：10/0  |  提交时间：2020/07/02
Integration of Adversarial Autoencoders With Residual Dense Convolutional Networks for Estimation of Non-Gaussian Hydraulic Conductivities 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Mo, Shaoxing;  Zabaras, Nicholas;  Shi, Xiaoqing;  Wu, Jichun
收藏  |  浏览/下载：11/0  |  提交时间：2020/07/02
A Proof-of-Concept Study of Using a Less Permeable Slice Along the Shoreline to Increase Fresh Groundwater Storage of Oceanic Islands: Analytical and Experimental Validation 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (8) : 6450-6463
作者:  Lu, Chunhui;  Cao, Hongfan;  Ma, Jing;  Shi, Wenlong;  Rathore, Saubhagya Singh;  Wu, Jichun;  Luo, Jian
收藏  |  浏览/下载：10/0  |  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
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