The molecular mechanics force field (FF) is vital to the success of atomistic modelling of organic and biological systems. The FF typically encodes a library of transferable parameters that describe inter-and intramolecular interactions via physically-motivated models defined by an atomic environment . These models offer users the ability to rapidly parametrize vast regions of small-molecule drug-like chemical space, and simulate the dynamics of complex, heterogeneous systems with low computational cost.