Physical meaning of principal component analysis for classical lattice systems with translational invariance
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We explore the physical implications of applying principal component analysis (PCA) to translationally invariant classical systems defined on a d-dimensional hypercubic lattice. Using Rayleigh-Schrödinger perturbation theory, we demonstrate that the principal... ...
