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Predicting the Geothermal Heat Flux in Greenland: A Machine Learning Approach 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2017, 44 (24)
作者:  Rezvanbehbahani, Soroush;  Stearns, Leigh A.;  Kadivar, Amir;  Walker, J. Doug;  van der Veen, C. J.
收藏  |  浏览/下载：9/0  |  提交时间：2019/04/09
Greenland ice sheet  geothermal heat flux  machine learning  
Earth System Modeling 2.0: A Blueprint for Models That Learn From Observations and Targeted High-Resolution Simulations 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2017, 44 (24)
作者:  Schneider, Tapio;  Lan, Shiwei;  Stuart, Andrew;  Teixeira, Joao
收藏  |  浏览/下载：10/0  |  提交时间：2019/04/09
Earth system models  parameterizations  data assimilation  machine learning  Kalman inversion  Markov chain Monte Carlo  
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