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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
Uncertainty Quantification in Scale-Dependent Models of Flow in Porous Media 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (11)
作者:  Tartakovsky, A. M.;  Panzeri, M.;  Tartakovsky, G. D.;  Guadagnini, A.
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/09
flow in porous media  randomness  uncertainty quantification  scale dependence  
Hydropower Optimization Using Artificial Neural Network Surrogate Models of a High-Fidelity Hydrodynamics and Water Quality Model 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (11)
作者:  Shaw, Amelia R.;  Sawyer, Heather Smith;  LeBoeuf, Eugene J.;  McDonald, Mark P.;  Hadjerioua, Boualem
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/09
genetic algorithms  artificial neural networks  CE-QUAL-W2  hydropower optimization  water quality  adaptive optimization  
Nonlinear empirical modeling to estimate phosphorus exports using continuous records of turbidity and discharge 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (9)
作者:  Minaudo, Camille;  Dupas, Remi;  Gascuel-Odoux, Chantal;  Fovet, Ophelie;  Mellander, Per-Erik;  Jordan, Philip;  Shore, Mairead;  Moatar, Florentina
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
phosphorus  nonlinear empirical modeling  high-frequency monitoring  proxies  hysteresis  
Mapping ecosystem services for China's ecoregions with a biophysical surrogate approach 期刊论文
LANDSCAPE AND URBAN PLANNING, 2017, 161
作者:  Zhang, Liwei;  Lu, Yihe;  Fu, Bojie;  Dong, Zhibao;  Zeng, Yuan;  Wu, Bingfang
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
Ecosystem services mapping  Biophysical indicator  Spatial pattern  Temporal trends  Ecoregions  China  
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  
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：5/0  |  提交时间：2019/04/09
failure probability  contaminant transport  dimension reduction