Groundbreaking Self-Driving Lab Accelerates Materials Discovery with Rapid Data Collection

Jul 17, 2025
ScienceDaily
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Summary

A groundbreaking self-driving lab accelerates materials discovery through real-time data collection, gathering 10 times more data than previous techniques by continuously monitoring chemical reactions, enabling machine learning algorithms to make faster, more accurate predictions while reducing waste.

Key Points

  • A new self-driving lab uses real-time, dynamic chemical experiments to collect 10 times more data than previous techniques
  • The system continuously monitors chemical reactions, gathering data every half second instead of waiting for reactions to complete
  • The increased data allows machine learning algorithms to make faster, more accurate predictions, accelerating materials discovery while reducing chemical waste

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