AI-Driven Self-Driving Lab

<p>CP3 establishes an open autonomous experimental platform that performs the entire process from synthesis to analysis using AI and robotic automation. It integrates fragmented experimental workflows into a modular Self-Driving Lab (SDL) to drastically improve material development efficiency and reproducibility, implementing a globally scalable infrastructure where researchers worldwide can share equipment and data via the cloud.

CP3 innovates the material development paradigm by fusing AI and automation hardware. It builds a closed-loop system where LLM-based scientific reasoning agents design experimental paths, while flow chemistry systems and robots execute them automatically, searching for optimal conditions through real-time data feedback. Technically, it includes multi-LLM-based retrosynthesis, foundation model-driven process control, and experimental optimization via Bayesian optimization.