Non-parametric learning critical behavior in Ising partition functions: PCA entropy and intrinsic dimension

Rajat K. Panda, Roberto Verdel, Alex Rodriguez +3

We provide and critically analyze a framework to learn critical behavior in classical partition functions through the application of non-parametric methods to data sets of thermal…