Unsupervised Learning meets emergent pattern

How unsupervised learning can help us detect phase transitions and emergent phenomena?

This article was inspired by the paper Discovering Phase Transitions with Unsupervised Learning by Lei Wang [1].

Introduction

One of the most intriguing phenomena within the natural sciences is phase transition or critical phenomena, which can usually be seen in the transition between states of matter …

complex systems dimensionality-reduction emergence principal-component unsupervised unsupervised learning