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Earthquake Catalog-Based Machine Learning Identification of Laboratory Fault States and the Effects of Magnitude of Completeness 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2018, 45 (24) : 13269-13276
作者:  Lubbers, Nicholas;  Bolton, David C.;  Mohd-Yusof, Jamaludin;  Marone, Chris;  Barros, Kipton;  Johnson, Paul A.
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
machine learning  laboratory earthquakes  earthquake catalogs  earthquake forecasting  magnitude of completeness  
Toward Data-Driven Weather and Climate Forecasting: Approximating a Simple General Circulation Model With Deep Learning 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2018, 45 (22) : 12616-12622
作者:  Scher, S.
收藏  |  浏览/下载：1/0  |  提交时间：2019/04/09
machine learning  weather prediction  neural networks  deep learning  climate models  
Predictability of Extreme Precipitation in Western US Watersheds Based on Atmospheric River Occurrence, Intensity, and Duration 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2018, 45 (21) : 11693-11701
作者:  Chen, Xiaodong;  Leung, L. Ruby;  Gao, Yang;  Liu, Ying;  Wigmosta, Mark;  Richmond, Marshall
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
Prognostic Validation of a Neural Network Unified Physics Parameterization 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2018, 45 (12) : 6289-6298
作者:  Brenowitz, N. D.;  Bretherton, C. S.
收藏  |  浏览/下载：0/0  |  提交时间：2019/04/09
Could Machine Learning Break the Convection Parameterization Deadlock? 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2018, 45 (11) : 5742-5751
作者:  Gentine, P.;  Pritchard, M.;  Rasp, S.;  Reinaudi, G.;  Yacalis, G.
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/09
convection  machine learning  clouds  
Machine Learning Predictions of a Multiresolution Climate Model Ensemble 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2018, 45 (9) : 4273-4280
作者:  Anderson, Gemma J.;  Lucas, Donald D.
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
A Deep Learning Algorithm of Neural Network for the Parameterization of Typhoon-Ocean Feedback in Typhoon Forecast Models 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2018, 45 (8) : 3706-3716
作者:  Jiang, Guo-Qing;  Xu, Jing;  Wei, Jun
收藏  |  浏览/下载：0/0  |  提交时间：2019/04/09
The Geological Susceptibility of Induced Earthquakes in the Duvernay Play 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2018, 45 (4) : 1786-1793
作者:  Pawley, Steven;  Schultz, Ryan;  Playter, Tiffany;  Corlett, Hilary;  Shipman, Todd;  Lyster, Steven;  Hauck, Tyler
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
induced seismicity  hydraulic fracturing  machine learning  earthquake susceptibility