Unsupervised Learning, Complex Systems, Principal Component, Dimensionality Reduction, Emergence.
between the first component and order parameter at a second-order phase transition. Image by the author. Conclusion The use of unsupervised learning and dimensionality reduction methods can detect the critical behavior of the model without even assuming the location and existence of the phase