Applying data mining techniques to higher-dimensional Poincaré maps in the circular restricted three-body problem

DOI10.1007/s10569-021-10047-3zbMath1482.70009OpenAlexW3217448479MaRDI QIDQ2073325

Natasha Bosanac, Stefano Bonasera

Publication date: 1 February 2022

Published in: Celestial Mechanics and Dynamical Astronomy (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10569-021-10047-3

zbMATH Keywords

circular restricted three-body problemclusteringdimension reductionhigher-dimensional Poincaré maps

Mathematics Subject Classification ID

Three-body problems (70F07)

Related Items (1)

Constructing motion primitive sets to summarize periodic orbit families and hyperbolic invariant manifolds in a multi-body system

Uses Software

• Matlab
• AstroML
• UMAP
• hdbscan

Cites Work

• Automated stable region generation, detection, and representation for applications to mission design
• On the concept of periapsis in Hill's problem
• Arnold's mechanism of diffusion in the spatial circular restricted three-body problem: A semi-analytical argument
• Numerical computation of the normal behaviour of invariant curves ofn-dimensional maps
• Connecting orbits and invariant manifolds in the spatial restricted three-body problem
• Data Mining Algorithms
• Low Energy Transit Orbits in the Restricted Three-Body Problems
• The dynamics around the collinear equilibrium points of the RTBP
• Data mining. Concepts and techniques
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