Deep learning at the forefront of detecting tipping points

被引：0

作者：

Deb, Smita ^{[1
]}

Dutta, Partha Sharathi ^{[1
]}

机构：

[1] Indian Inst Technol Ropar, Dept Math, Rupnagar, Punjab, India

来源：

NATURE MACHINE INTELLIGENCE | 2024年

关键词：

D O I：

10.1038/s42256-024-00957-w

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A deep learning-based method shows promise in issuing early warnings of rate-induced tipping, of particular interest in anticipating effects due to anthropogenic climate change.

引用

页码：1433 / 1434

页数：2

共 50 条

[41] Matrix Scaling and Tipping Points
Thorne, Michael A. S.
Forgoston, Eric
Billings, Lora
Neutel, Anje-Margriet
SIAM JOURNAL ON APPLIED DYNAMICAL SYSTEMS, 2021, 20 (02): : 1090 - 1103
[42] Tipping points in Texas rivers
Phillips, Jonathan D.
EARTH SURFACE PROCESSES AND LANDFORMS, 2018, 43 (09) : 1768 - 1781
[43] Arctic Climate Tipping Points
Timothy M. Lenton
AMBIO, 2012, 41 : 10 - 22
[44] Tipping points in the dynamics of speciation
Patrik Nosil
Jeffrey L. Feder
Samuel M. Flaxman
Zachariah Gompert
Nature Ecology & Evolution, 1
[45] 'Tipping points' for the Amazon forest
Nobre, Carlos Afonso
Borma, Laura De Simone
CURRENT OPINION IN ENVIRONMENTAL SUSTAINABILITY, 2009, 1 (01) : 28 - 36
[46] The elusive search for tipping points
Dudney, Joan
Suding, Katharine N.
NATURE ECOLOGY & EVOLUTION, 2020, 4 (11) : 1449 - 1450
[47] Molecular Tipping Points in Neuroinflammation
Carson, Monica J.
FASEB JOURNAL, 2008, 22
[48] THE TIPPING POINTS OF TECHNOLOGY DEVELOPMENT
Kekaele, Tauno
Helo, Petri
QUALITY INNOVATION PROSPERITY-KVALITA INOVACIA PROSPERITA, 2014, 18 (01): : 1 - 14
[49] Tipping Points in Coastal Ecosystems
Savage, Candida
Thrush, Simon F.
Pilditch, Conrad A.
JUNCTURES-THE JOURNAL FOR THEMATIC DIALOGUE, 2018, (19): : 12 - 14
[50] Transient indicators of tipping points in infectious diseases: Transient indicators of tipping points in infectious diseases
O'Regan S.M.
O'Dea E.B.
Rohani P.
Drake J.M.
O'regan, Suzanne M. (smoregan@ncat.edu), 1600, Royal Society Publishing (17):

← 1 2 3 4 5 →