Reactive molecular dynamics models from molecular dynamics data using relative entropy minimization.

We present two new multiscale molecular dynamics (MS-RMD) models for the hydrated excess proton in water developed directly from molecular dynamics (AIMD) simulation data of the same system. The potential of mean force along the proton transfer reaction coordinate and radial distribution functions for the MS-RMD models are shown faithfully reproduce those of AIMD. The models are developed using an algorithm based on relative entropy minimization, thus demonstrating the ability of the method to rapidly generate accurate and highly efficient reactive MD force fields.