Fig. 1: The importance of accessing correct atom-to-atom-mapping (AAM) in terms of generating retrosynthesis reaction templates and deriving reaction mechanisms based on chemical knowledge.
From: Precise atom-to-atom mapping for organic reactions via human-in-the-loop machine learning

The upper AAM is generated by the proposed AAM model LocalMapper, and the bottom AAM is recorded in the USPTO reaction dataset.