Sep, 2026
Journal
Model-free detection of physical order from scattering and imaging data using escort-weighted Shannon entropy and divergence matrices
We demonstrate a model-free data analysis framework that leverages escort-weighted Shannon entropy and several divergence matrices to detect phase transitions in scattering and imaging datasets. By establishing a connection between physical entropy and informational entropy, this approach provides a sensitive method for identifying phase transitions without a physical mode…