Unsupervised Learning, Complex Systems, Principal Component, Dimensionality Reduction, Emergence.
monotonically. Hence, it’s possible in many cases to observe phase transitions if they exist. Searching for the phase transition For the 2D Ising model, PCA can be performed and can even lead to the identification of the order parameter. Configurations of uncorrelated spins can be generated at