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Machine Learning Methods for Modeling Synthesizable Molecules

Bradshaw, JohnUniversity of Cambridge2021

The search for new molecules often involves cycles of design-make-test-analyze steps, where new molecules are designed, synthesized in a lab, tested, and then analyzed to inform what is to be designed next. This thesis proposes new machine learning (ML) methods to augment chemists in the design and …

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