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Organic chemists harness AI to uncover how fast chemical reactions proceed

Researchers at the University of Tokyo have used AI to analyze chemical reaction yields and uncover how fast reactions proceed, potentially speeding up the optimization process for desired products.

Organic chemists harness AI to uncover how fast chemical reactions proceed
Image: Phys.org

Researchers at the University of Tokyo have used AI to analyze chemical reaction yields and uncover how fast reactions proceed, potentially speeding up the optimization process for desired products.

Sources

  • Phys.org — Organic chemists harness AI to uncover how fast chemical reactions proceed

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For years, chemists have treated these as two different objectives. We optimize reactions to achieve the highest yield, and if we want to understand the…
Phys.org

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This method allows chemists to extract kinetic information directly from yield data during optimization experiments, streamlining the process of understanding and improving chemical reactions. This could significantly reduce the time and resources needed for detailed mechanistic studies.

Where this goesLikely85%weeks

Chemists can now more effectively design complex chemical reactions by integrating kinetic information directly from yield data during reaction optimization.

What would confirm it
  • Further research on CYAN's application in various reaction types
  • Validation of CYAN's results by independent chemists

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