2 papers
cond-mat.mes-hall2025
Characterizing Skyrmion Flow Phases with Principal Component Analysis
C. J. O. Reichhardt, D. McDermott, C. Reichhardt
Principal component analysis (PCA) is a powerful method that can identify patterns in large, complex data sets by constructing low-dimensional order parameters from higher-dimensio…
cond-mat.supr-con2025
Using Principal Component Analysis to Distinguish Different Dynamic Phases in Superconducting Vortex Matter
C. J. O. Reichhardt, D. McDermott, C. Reichhardt
Vortices in type-II superconductors driven over random disorder are known to exhibit a remarkable variety of distinct nonequilibrium dynamical phases that arise due to the competit…