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
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
收藏
页码:1433 / 1434
页数:2
相关论文
共 50 条
  • [21] Deep learning for predicting rate-induced tipping
    Huang, Yu
    Bathiany, Sebastian
    Ashwin, Peter
    Boers, Niklas
    NATURE MACHINE INTELLIGENCE, 2024, 6 (12) : 1556 - 1565
  • [22] Extreme Events Contributing to Tipping Elements and Tipping Points
    Romanou, A.
    Hegerl, G. C.
    Seneviratne, S. I.
    Abis, B.
    Bastos, A.
    Conversi, A.
    Landolfi, A.
    Kim, H.
    Lerner, P. E.
    Mekus, J.
    Otto-Bliesner, B. L.
    Pausata, F. S. R.
    Pinto, I.
    Suarez-Guiterrez, L.
    SURVEYS IN GEOPHYSICS, 2024,
  • [23] The efficiency of deep learning algorithms for detecting anatomical reference points on radiological images of the head profile
    Dobratulin, Konstantin
    Gaidel, Andrey
    Kapishnikov, Aleksandr
    Ivleva, Anna
    Aupova, Irina
    Zelter, Pavel
    2020 VI INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND NANOTECHNOLOGY (IEEE ITNT-2020), 2020,
  • [24] Trump: a confluence of tipping points?
    Robert Costanza
    Nature, 2017, 542 : 295 - 295
  • [25] Tipping points in river deltas
    van de Vijsel, Roeland C.
    Scheffer, Marten
    Hoitink, Antonius J. F.
    NATURE REVIEWS EARTH & ENVIRONMENT, 2024, 5 (12) : 843 - 858
  • [26] Arctic Climate Tipping Points
    Lenton, Timothy M.
    AMBIO, 2012, 41 (01) : 10 - 22
  • [27] Detecting the tipping points in a three-state model of complex diseases by temporal differential networks
    Pei Chen
    Yongjun Li
    Xiaoping Liu
    Rui Liu
    Luonan Chen
    Journal of Translational Medicine, 15
  • [28] Drug Shortages and Tipping Points
    Wenzel, Richard
    HEADACHE, 2015, 55 (09): : 1294 - 1295
  • [29] Editorial: Tipping points in societies
    Kurahashi, Setsuya
    Chappin, Emile
    Jager, Wander
    Takahashi, Hiroshi
    FRONTIERS IN PHYSICS, 2023, 11
  • [30] Detecting the tipping points in a three-state model of complex diseases by temporal differential networks
    Chen, Pei
    Li, Yongjun
    Liu, Xiaoping
    Liu, Rui
    Chen, Luonan
    JOURNAL OF TRANSLATIONAL MEDICINE, 2017, 15