Marcos Gutierrez-del-Pozo

Persistent Entropy as a Detector of Phase Transitions

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 diagrams as random obje...