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Limits to extreme event forecasting in chaotic systems

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Publication:6584177
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DOI10.1016/j.physd.2024.134246MaRDI QIDQ6584177

Adrián Lozano-Durán, Yuan Yuan

Publication date: 6 August 2024

Published in: Physica D (Search for Journal in Brave)




zbMATH Keywords

information theoryforecastingchaotic systemsextreme events


Mathematics Subject Classification ID

Statistical aspects of information-theoretic topics (62B10) Artificial intelligence (68Txx) Geophysics (86Axx)


Cites Work

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  • A Mathematical Theory of Communication
  • Extreme events in stochastic transport on networks
  • Renyi's entropy and the probability of error
  • Data-driven forecasting of high-dimensional chaotic systems with long short-term memory networks
  • Deterministic Nonperiodic Flow
  • Estimation of Entropy and Mutual Information
  • 10.1162/153244303322753616
  • Elements of Information Theory
  • Probability of error, equivocation, and the Chernoff bound
  • Statistics of Extreme Events in Fluid Flows and Waves
  • The Elements of Statistical Learning
  • Extreme events in a complex network: interplay between degree distribution and repulsive interaction


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