Learning reactive islands of the Voter97 system

DOI10.1142/S0218127423500268zbMATH Open1544.68118WikidataQ122705331 ScholiaQ122705331MaRDI QIDQ6537638

Alexander Hind, Stephen Wiggins

Publication date: 14 May 2024

Published in: International Journal of Bifurcation and Chaos in Applied Sciences and Engineering (Search for Journal in Brave)

zbMATH Keywords

Hamiltonian systemsupport vector machinesstable and unstable manifoldsunstable periodic orbitreactive islands

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Computational methods for invariant manifolds of dynamical systems (37M21)

Cites Work

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• On the geometry of transport in phase space. I. Transport in k-degree-of- freedom Hamiltonian systems, \(2\leq k<\infty\)
• Reactive islands for three degrees-of-freedom Hamiltonian systems
• The role of normally hyperbolic invariant manifolds (NHIMS) in the context of the phase space setting for chemical reaction dynamics
• Support vector machines for learning reactive islands

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