For two-fold rotationally symmetric chaotic attractors, convergent cross mapping reports false unidirectional causality from the invariant variable, and a k-means segmentation of the symmetric shadow manifold restores the correct bidirectional links.
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Causal Discovery in Symmetric Dynamic Systems with Convergent Cross Mapping
For two-fold rotationally symmetric chaotic attractors, convergent cross mapping reports false unidirectional causality from the invariant variable, and a k-means segmentation of the symmetric shadow manifold restores the correct bidirectional links.