Analysis and Simulation of Extremes and Rare Events in Complex Systems
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Publication:5131679
DOI10.1007/978-3-030-51264-4_7zbMath1454.37079arXiv2005.07573OpenAlexW3093100483MaRDI QIDQ5131679
Meagan Carney, Holger Kantz, Matthew Nicol
Publication date: 9 November 2020
Published in: Advances in Dynamics, Optimization and Computation (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2005.07573
Extreme value theory; extremal stochastic processes (60G70) Simulation of dynamical systems (37M05) Climate science and climate modeling (86A08)
Uses Software
Cites Work
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- Simulating rare events in dynamical processes
- Hitting time statistics and extreme value theory
- Extremes and related properties of random sequences and processes
- Introduction to rare event simulation.
- Speed of convergence for laws of rare events and escape rates
- Genealogical particle analysis of rare events
- Statistics of closest return for some non-uniformly hyperbolic systems
- Extremes and Recurrence in Dynamical Systems
- Rare event computation in deterministic chaotic systems using genealogical particle analysis
- Extreme value theory and return time statistics for dispersing billiard maps and flows, Lozi maps and Lorenz-like maps
- Speed of convergence to an extreme value distribution for non-uniformly hyperbolic dynamical systems
- Rare Event Simulation using Monte Carlo Methods
- On the rate of convergence of normal extremes
- Computation of extreme heat waves in climate models using a large deviation algorithm
- A large deviation theory-based analysis of heat waves and cold spells in a simplified model of the general circulation of the atmosphere
- An introduction to statistical modeling of extreme values
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