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A Machine Learning Approach to Developing Ground Motion Models From Simulated Ground Motions 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (6)
作者:  Withers, Kyle B.;  Moschetti, Morgan P.;  Thompson, Eric M.
收藏  |  浏览/下载：10/0  |  提交时间：2020/07/02
machine learning  simulated ground motions  seismology  earthquake hazard  
A Machine-Learning Approach to Derive Long-Term Trends of Thermospheric Density 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (6)
作者:  Weng, Libin;  Lei, Jiuhou;  Zhong, Jiahao;  Dou, Xiankang;  Fang, Hanxian
收藏  |  浏览/下载：12/0  |  提交时间：2020/07/02
thermospheric density  Long-term trend  Artificial Neural Network method  solar activity  
Detecting Climate Change Effects on Vb Cyclones in a 50-Member Single-Model Ensemble Using Machine Learning 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019
作者:  Mittermeier, M.;  Braun, M.;  Hofstaetter, M.;  Wang, Y.;  Ludwig, R.
收藏  |  浏览/下载：13/0  |  提交时间：2020/02/17
Vb-cyclones  Machine Learning  Artificial Neural Networks (ANN)  Single-Model Large Ensembles  Internal Variability  Floods  
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  
Single Column Emulation of Reanalysis of the Northeast Pacific Marine Boundary Layer 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (16) : 10053-10060
作者:  McGibbon, J.;  Bretherton, C. S.
收藏  |  浏览/下载：2/0  |  提交时间：2019/11/27
Using Satellite-Based Vegetation Cover as Indicator of Groundwater Storage in Natural Vegetation Areas 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (14) : 8082-8092
作者:  Bhanja, Soumendra N.;  Malakar, Pragnaditya;  Mukherjee, Abhijit;  Rodell, Matthew;  Mitra, Pabitra;  Sarkar, Sudeshna
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/27
Groundwater level prediction  NDVI  ANN  SVM  India  
An Artificial Neural Network for Inferring Solar Wind Proxies at Mars 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2018, 45 (20) : 10855-10865
作者:  Ruhunusiri, Suranga;  Halekas, J. S.;  Espley, J. R.;  Eparvier, F.;  Brain, D.;  Mazelle, C.;  Harada, Y.;  DiBraccio, G. A.;  Dong, Y.;  Ma, Y.;  Thiemann, E. M. B.;  Mitchell, D. L.;  Jakosky, B. M.
收藏  |  浏览/下载：10/0  |  提交时间：2019/04/09
Enabling large-scale viscoelastic calculations via neural network acceleration 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2017, 44 (6)
作者:  DeVries, Phoebe M. R.;  Ben Thompson, T.;  Meade, Brendan J.
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
viscoelastic earthquake cycle models  artificial neural networks