Advancements in organic synthesis often face challenges in optimizing reaction conditions efficiently. Here, the authors develop a fully automated system integrating real-time Fourier-transform infrared spectroscopy and a neural network model, achieving accurate real-time yield predictions for Suzuki–Miyaura cross-coupling reactions.
- Yosuke Ashikari
- Takashi Tamaki
- Aiichiro Nagaki