2 papers
cond-mat.mtrl-sci2026
Model-free Analysis of Scattering and Imaging Data with Escort-Weighted Shannon Entropy and Divergence Matrices
Jared Coles, Arthur R. C. McCray, Yue Li +9
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 ima…
cond-mat.mes-hall2023
Classification of skyrmionic textures and extraction of Hamiltonian parameters via machine learning
Dushuo Feng, Zhihao Guan, Xiaoping Wu +2
Classifying skyrmionic textures and extracting magnetic Hamiltonian parameters are fundamental and demanding endeavors within the field of two-dimensional (2D) spintronics. By usin…