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Machine learning for data-driven discovery in solid Earth geoscience 期刊论文
SCIENCE, 2019, 363 (6433) : 1299-+
作者:  Bergen, Karianne J.;  Johnson, Paul A.;  de Hoop, Maarten V.;  Beroza, Gregory C.
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/27
Similarity of fast and slow earthquakes illuminated by machine learning 期刊论文
NATURE GEOSCIENCE, 2019, 12 (1) : 69-+
作者:  Hulbert, Claudia;  Rouet-Leduc, Bertrand;  Johnson, Paul A.;  Ren, Christopher X.;  Riviere, Jacques;  Bolton, David C.;  Marone, Chris
收藏  |  浏览/下载：9/0  |  提交时间：2019/04/09
Continuous chatter of the Cascadia subduction zone revealed by machine learning 期刊论文
NATURE GEOSCIENCE, 2019, 12 (1) : 75-+
作者:  Rouet-Leduc, Bertrand;  Hulbert, Claudia;  Johnson, Paul A.
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
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  
Estimating Fault Friction From Seismic Signals in the Laboratory 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2018, 45 (3) : 1321-1329
作者:  Rouet-Leduc, Bertrand;  Hulbert, Claudia;  Bolton, David C.;  Ren, Christopher X.;  Riviere, Jacques;  Marone, Chris;  Guyer, Robert A.;  Johnson, Paul A.
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
Machine Learning Predicts Laboratory Earthquakes 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2017, 44 (18)
作者:  Rouet-Leduc, Bertrand;  Hulbert, Claudia;  Lubbers, Nicholas;  Barros, Kipton;  Humphreys, Colin J.;  Johnson, Paul A.
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
machine learning  earthquake prediction  laboratory earthquakes  acoustic signal identification  earthquake precursors