Dionessa Biton

Synthesizable Molecular Generation via Soft-constrained GFlowNets with Rich Chemical Priors

The application of generative models for experimental drug discovery campaigns is severely limited by the difficulty of designing molecules de novo that can be synthesized in practice. Previous works have leveraged Generative Flow Networks (GFlowNets) to impose hard synthesizability constraints thro…