De novo molecular design and generative models

Atom-, fragment- and reaction-based workflows are all useful for molecular design. We can use gradient-based and gradient-free methods for molecular optimization. The field will benefit from practical experience of using de novo design methods. Knowledge and scrutiny of benchmarks will encourage progress for generative models. Molecular design strategies are integral to therapeutic progress in drug discovery.