AI-driven robotic chemist for autonomous synthesis of organic molecules.

ABSTRACT: The automation of organic compound synthesis is pivotal for expediting the development of such compounds. In addition, enhancing development efficiency can be achieved by incorporating autonomous functions alongside automation. To achieve this, we developed an autonomous synthesis robot that harnesses the power of artificial intelligence (AI) and robotic technology to establish optimal synthetic recipes. Given a target molecule, our AI initially plans synthetic pathways and defines reaction conditions. It then iteratively refines these plans using feedback from the experimental robot, gradually optimizing the recipe. The system performance was validated by successfully determining synthetic recipes for three organic compounds, yielding that conversion rates that outperform existing referen

SUBMITTER: Ha T 

PROVIDER: S-EPMC10619927 | biostudies-literature | 2023 Nov

REPOSITORIES: biostudies-literature