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Gap-filling approaches for eddy covariance methane fluxes: A comparison of three machine learning algorithms and a traditional method with principal component analysis 期刊论文
GLOBAL CHANGE BIOLOGY, 2019
作者:  Kim, Yeonuk;  Johnson, Mark S.;  Knox, Sara H.;  Black, T. Andrew;  Dalmagro, Higo J.;  Kang, Minseok;  Kim, Joon;  Baldocchi, Dennis
收藏  |  浏览/下载:16/0  |  提交时间:2019/11/27
artificial neural network  comparison of gap-filling techniques  eddy covariance  machine learning  marginal distribution sampling  methane flux  random forest  support vector machine  
The neurobiology of language beyond single-word processing 期刊论文
SCIENCE, 2019, 366 (6461) : 55-+
作者:  Hagoort, Peter
收藏  |  浏览/下载:0/0  |  提交时间:2019/11/27
Boltzmann generators: Sampling equilibrium states of many-body systems with deep learning 期刊论文
SCIENCE, 2019, 365 (6457) : 1001-+
作者:  Noe, Frank;  Olsson, Simon;  Koehler, Jonas;  Wu, Hao
收藏  |  浏览/下载:6/0  |  提交时间:2019/11/27
Anticipating global terrestrial ecosystem state change using FLUXNET 期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 25 (7) : 2352-2367
作者:  Yu, Rong;  Ruddell, Benjamin L.;  Kang, Minseok;  Kim, Joon;  Childers, Dan
收藏  |  浏览/下载:10/0  |  提交时间:2019/11/27
eddy covariance  FLUXNET  functional elasticity  information flow  phenology  precipitation  process network  radiation  structural state  temperature  
NEUROSCIENCE Neural population control via deep image synthesis 期刊论文
SCIENCE, 2019, 364 (6439) : 453-+
作者:  Bashivan, Pouya;  Kar, Kohitij;  DiCarlo, James J.
收藏  |  浏览/下载:5/0  |  提交时间:2019/11/27
Cell competition during reprogramming gives rise to dominant clones 期刊论文
SCIENCE, 2019, 364 (6438) : 354-+
作者:  Shakiba, Nika;  Fahmy, Ahmed;  Jayakumaran, Gowtham;  McGibbon, Sophie;  David, Laurent;  Trcka, Daniel;  Elbaz, Judith;  Puri, Mira C.;  Nagy, Andras;  van der Kooy, Derek;  Goyal, Sidhartha;  Wrana, Jeffrey L.;  Zandstra, Peter W.
收藏  |  浏览/下载:12/0  |  提交时间:2019/11/27
Amygdala ensembles encode behavioral states 期刊论文
SCIENCE, 2019, 364 (6437) : 254-+
作者:  Grundemann, Jan;  Bitterman, Yael;  Lu, Tingjia;  Krabbe, Sabine;  Grewe, Benjamin F.;  Schnitzer, Mark J.;  Luthi, Andreas
收藏  |  浏览/下载:4/0  |  提交时间:2019/11/27
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
Prediction of higher-selectivity catalysts by computer-driven worlflow and machine learning 期刊论文
SCIENCE, 2019, 363 (6424) : 247-+
作者:  Zahrt, Andrew F.;  Henle, Jeremy J.;  Rose, Brennan T.;  Wang, Yang;  Darrow, William T.;  Denmarkt, Scott E.
收藏  |  浏览/下载:1/0  |  提交时间:2019/11/27