Two-dimensional maps along latent space variables, z0 and z1. Free energies in units of kBT are shown. (a) closed MD, (b) open MD, (c) generated time-series data by VAE, (d) VAE-driven MSES, (e) original MSES, and (f) coarse-grained MD, which was applied to the original MSES.