Automated platform enhances Knoevenagel reaction processes with robotic vision, indicating increased efficiency.
A low-cost 3D-printed robotic platform coupled with computer vision tools provides full automation of the Knoevenagel reaction, ranging from mixing of reagents to kinetic spectrophotometric monitoring.
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Nebalueva et al. (2025) studied this question.
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