While this early application of the DE potential makes a good proof-of-concept, new infrastructure and more work is needed to produce a full force field. In particular, in order to produce a general, transferable small molecule force field comparable with main-line LJ-based force fields, such as OPLS or GAFF , it is desirable to implement robust, automated methods for parameter fitting, over a wide range of experimental properties and chemical space.