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Deep learning can predict laboratory quakes from active source seismic data 期刊论文
Geophysical Research Letters, 2021
作者:  Parisa Shokouhi;  Vrushali Girkar;  Jacques Riviere;  Srisharan Shreedharan;  Chris Marone;  C Lee Giles;  Daniel Kifer
收藏  |  浏览/下载:11/0  |  提交时间:2021/06/15
Evaluating the potential and challenges of an uncertainty quantification method for long short‐term memory models for soil moisture predictions 期刊论文
Water Resources Research, 2020
作者:  Kuai Fang;  Daniel Kifer;  Kathryn Lawson;  Chaopeng Shen
收藏  |  浏览/下载:9/0  |  提交时间:2020/11/20
Prolongation of SMAP to Spatiotemporally Seamless Coverage of Continental US Using a Deep Learning Neural Network 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2017, 44 (21)
作者:  Fang, Kuai;  Shen, Chaopeng;  Kifer, Daniel;  Yang, Xiao
收藏  |  浏览/下载:6/0  |  提交时间:2019/04/09
SMAP  deep learning  LSTM  soil moisture  hindcasting  remote sensing