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The collaborative constrained graph diffusion model CoCoGraph generates novel molecules that are guaranteed to be valid and more realistic than state-of-the-art outputs, while achieving faster performance with up to an order of magnitude fewer parameters.
dx.doi.org
A collaborative constrained graph diffusion model for the generation of realistic synthetic molecules - Nature Machine Intelligence