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Improving AI System Awareness of Geoscience Knowledge: Symbiotic Integration of Physical Approaches and Deep Learning 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (13)
作者:  Jiang, Shijie;  Zheng, Yi;  Solomatine, Dimitri
收藏  |  浏览/下载：12/0  |  提交时间：2020/06/16
artificial intelligence  deep learning  Earth science  geosystem dynamics  hydrology  predictions in ungauged basins  
Viewing Forced Climate Patterns Through an AI Lens 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (22) : 13389-13398
作者:  Barnes, Elizabeth A.;  Hurrell, James W.;  Ebert-Uphoff, Imme;  Anderson, Chuck;  Anderson, David
收藏  |  浏览/下载：10/0  |  提交时间：2020/02/17
climate change  neural network  machine learning  climate patterns  
Machine Learning Reveals the State of Intermittent Frictional Dynamics in a Sheared Granular Fault 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (13) : 7395-7403
作者:  Ren, C. X.;  Dorostkar, O.;  Rouet-Leduc, B.;  Hulbert, C.;  Strebel, D.;  Guyer, R. A.;  Johnson, P. A.;  Carmeliet, J.
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/27
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