Unsupervised Learning, Complex Systems, Principal Component, Dimensionality Reduction, Emergence.
be employed to help with this task. In this article, I'll use as a toy model, for the phase transition recognition with Principal Component Analysis (PCA), one of the simplest models for critical phenomena analysis, a.k.a the 2D Ising model. It was introduced in 1920 by Wilhelm Lenz to describe