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De novo drug design pipeline: (A) Detailed framework of the generative model, of which N is the number of Transformer blocks. (B) Transfer learning used to fine-tune the generative model to learn the prior structure in small samples. (C) General pipeline of reinforcement learning to design novel molecules with desired properties.
