Sampling with collective variables: Relative error analysis for umbrella sampling under general conditions

Holden Lee, Matheau Santana-Gijzen, Jonathan Weare

We consider the problem of estimating the expectation of a function (observable) with respect to a high-dimensional probability distribution, under the assumption that a low-dimens…