Principal component analysis of nonequilibrium molecular dynamics simulations

Matthias Post, Steffen Wolf, Gerhard Stock

Principal component analysis (PCA) represents a standard approach to identify collective variables $\{x_i\}=\mathbf{x}$, which can be used to construct the free energy land…