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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Daniel J. Broyles

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Open access Sep 2026

Application of machine learning to discover dynamical structures in 4D Poincaré maps in the circular restricted three-body problem

The spatial Circular Restricted Three-Body Problem (CR3BP) produces complex orbital dynamics that are difficult to classify at scale using traditional, manual Poincaré map analysis. A Poincaré map simplifies continuous orbital motion by recording the points where a trajectory intersects a chosen surface in phase space,...

Kevin M. Trigg, Daniel J. Broyles, Robert A. Bettinger et al. · 0 citations

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