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Persistent Entropy as a Detector of Phase Transitions

Gutierrez-del-Pozo, Marcos et al.
arXiv (All) · Papers
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artificial-intelligenceinformation-theorymachine-learning
Persistent entropy is a scalar summary of persistence barcodes widely used to detect regime changes, yet there is no account of when a structural change in a barcode must produce a detectable change in entropy. We establish a model-agnostic theorem supplying such conditions. Treating persistence dia
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