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Generative models are frequently used for de novo design in drug discovery projects to propose new molecules. However, the question of whether or not the generated molecules can be synthesised is not systematically taken into account during generation, even though being able to synthesise the generated molecules is a fundamental requirement for such methods to be useful in practice….

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