A machine learning model trained on recurrence quantifiers of a standard map can detect resonances in other 2D systems, but its generalization to a 4D map requires matching embedding conditions and yields unclear peaks.
With d degrees of freedom, it consists of • generalized coordinates qi, i= 1,
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Combining Machine Learning with Recurrence Analysis for resonance detection
A machine learning model trained on recurrence quantifiers of a standard map can detect resonances in other 2D systems, but its generalization to a 4D map requires matching embedding conditions and yields unclear peaks.