Unsupervised machine learning for detection of phase transitions in off-lattice systems II. Applications

R. B. Jadrich, B. A. Lindquist, W. D. Pineros +2

We outline how principal component analysis (PCA) can be applied to particle configuration data to detect a variety of phase transitions in off-lattice systems, both in and out of…