Figure 6.
Stationary density estimate focusing on rightmost density shown in Fig 5 (corresponding to ). The result obtained using the Ornstein-Uhlenbeck surrogate (solid red line) was poor. A batch of over-damped models were estimated (from the same times series used to fit the Ornstein-Uhlenbeck models in Fig 5). The solid lines denotes the invariant density obtained by appealing to Equation 7 and the dotted lines represent the invariant density prediction obtained by using 〈θ〉. The collection of thin blue lines display some representative invariant density predictions (i.e. “” in Equation 7). The histogram of Φ coming from an ensemble of 75 genuine MD time series of length 525 ps is represented as the jagged line.
