Unsupervised Learning Universal Critical Behavior via the Intrinsic Dimension

The identification of universal properties from minimally processed data sets is one goal of machine learning techniques applied to statistical physics. Here, we study how the minimum number of variables needed to accurately describe the important features of a data set—the intrinsic dimension (I_{d...

Descripción completa

Guardado en:
Detalles Bibliográficos
Autores principales: T. Mendes-Santos, X. Turkeshi, M. Dalmonte, Alex Rodriguez
Formato: article
Lenguaje:EN
Publicado: American Physical Society 2021
Materias:
Acceso en línea:https://doaj.org/article/022d2f65518840b0bedc492738de178e
Etiquetas: Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!