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A generative vision model that trains with high data efficiency and breaks text-based CAPTCHAs 期刊论文
SCIENCE, 2017, 358 (6368)
作者:  George, Dileep;  Lehrach, Wolfgang;  Kansky, Ken;  Lazaro-Gredilla, Miguel;  Laan, Christopher;  Marthi, Bhaskara;  Lou, Xinghua;  Meng, Zhaoshi;  Liu, Yi;  Wang, Huayan;  Lavin, Alex;  Phoenix, D. Scott
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/27
Full-flow-regime storage-streamflow correlation patterns provide insights into hydrologic functioning over the continental US 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (9)
作者:  Fang, Kuai;  Shen, Chaopeng
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
storage-streamflow relationship  base flow  GRACE  hydrologic signature  catchment classification  hydrologic machine learning  
Machine learning algorithms for modeling groundwater level changes in agricultural regions of the US 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (5)
作者:  Sahoo, S.;  Russo, T. A.;  Elliott, J.;  Foster, I.
收藏  |  浏览/下载：2/0  |  提交时间：2019/04/09
groundwater model  machine learning  irrigation demand  High Plains aquifer  Mississippi aquifer  climate  
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  
Semantics derived automatically from language corpora contain human-like biases 期刊论文
SCIENCE, 2017, 356 (6334) : 183-186
作者:  Caliskan, Aylin;  Bryson, Joanna J.;  Narayanan, Arvind
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/27
An estimation of the main wetting branch of the soil water retention curve based on its main drying branch using the machine learning method 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (2)
作者:  Lamorski, Krzysztof;  Simunek, Jiri;  Slawinski, Cezary;  Lamorska, Joanna
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09