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Semiautomated experiment with a robotic system and data generation by foundation models for synthesis of polyamic acid particles

  • Kan Hatakeyama-Sato,
  • Hiroki Ishikawa,
  • Shinya Takaishi,
  • Yasuhiko Igarashi,
  • Yuta Nabae,
  • Teruaki Hayakawa

摘要

A semiautomated system for synthesizing polyamic acid particles using a custom liquid-handling device and a robotic arm is proposed in this study. Integration of cameras and a multimodal large language model facilitates continuous monitoring and documentation, enhancing objectivity in synthetic experiments and enabling future advancements in experimental research.