Fig. 2.

DGMs estimated for a 1D Ising model from equilibrium simulation data (ED) and from simulation data only containing configurations with negative net magnetization (NED). (A) Illustration of the circular Ising model. (B) Analytic stationary distributions of $⟨M⟩$ and empirical histograms NED dataset. Shown DGM predictions are for models where the local fields $\left\{h_i\right\}$ are not estimated. (C) Implied timescales of estimated models and the true reference.