{"title":"Frequency extraction from invariant flows.","authors":"Derong Xu, Yongjun Li, Yue Hao, Sergei Nagaitsev","doi":"10.1103/n8tz-bt3h","DOIUrl":null,"url":null,"abstract":"<p><p>In nondegenerate integrable Hamiltonian systems, invariant tori can be parametrized by action variables or fundamental frequencies. We introduce an invariant-flow formulation, consistent with the Liouville-Arnold geometry, for extracting these frequencies. Treating invariants as generators of commuting Hamiltonian flows yields the frequencies from time-of-flight parameters, providing a direct alternative to action-angle constructions and long-time spectral analysis. The resulting numerical procedure extends naturally to multiple degrees of freedom and achieves high accuracy for the McMillan map. More broadly, the framework provides an invariant-centered view of near-integrable dynamics, recovering frequencies and other dynamical information from high-quality approximate invariants.</p>","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":"114 3","pages":"L032202"},"PeriodicalIF":2.4000,"publicationDate":"2026-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Physical review. E","FirstCategoryId":"101","ListUrlMain":"https://doi.org/10.1103/n8tz-bt3h","RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"Mathematics","Score":null,"Total":0}
引用次数: 0
Abstract
In nondegenerate integrable Hamiltonian systems, invariant tori can be parametrized by action variables or fundamental frequencies. We introduce an invariant-flow formulation, consistent with the Liouville-Arnold geometry, for extracting these frequencies. Treating invariants as generators of commuting Hamiltonian flows yields the frequencies from time-of-flight parameters, providing a direct alternative to action-angle constructions and long-time spectral analysis. The resulting numerical procedure extends naturally to multiple degrees of freedom and achieves high accuracy for the McMillan map. More broadly, the framework provides an invariant-centered view of near-integrable dynamics, recovering frequencies and other dynamical information from high-quality approximate invariants.
期刊介绍:
Physical Review E (PRE), broad and interdisciplinary in scope, focuses on collective phenomena of many-body systems, with statistical physics and nonlinear dynamics as the central themes of the journal. Physical Review E publishes recent developments in biological and soft matter physics including granular materials, colloids, complex fluids, liquid crystals, and polymers. The journal covers fluid dynamics and plasma physics and includes sections on computational and interdisciplinary physics, for example, complex networks.