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102 organic chemists shown real vs AI-generated molecules. Couldn't tell them apart — 62% accuracy ≈ random. That's CoCoGraph: graph diffusion with 100% chemical validity, 534K params vs 4.6M for comparable models. Constraints in the math, not the model. www.nature.com/articles/s42...
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A collaborative constrained graph diffusion model for the generation of realistic synthetic molecules - Nature Machine Intelligence
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 perform...
www.nature.com
Serge Parel