Exploring Synthesizable Chemical Space with Iterative Pathway Refinements

TL;DR

A well-known pitfall of molecular generative models is that they are not guaranteed to generate synthesizable molecules. Existing solutions for this problem often struggle to effectively navigate exponentially large combinatorial space of synthesizable molecules and suffer from poor coverage.

Opening excerpt from the authors’ abstract. source