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“Self-driving lab” discovers materials 10 times faster with AI

Shafaqna English- A breakthrough in AI-powered lab automation is revolutionizing materials science, enabling 10 times faster discovery of new compounds. Published in Nature Chemical Engineering, this “self-driving lab” combines machine learning, robotics, and dynamic chemistry to dramatically accelerate research while reducing costs and environmental impact.

Unlike traditional methods that analyze reactions only after completion, this system continuously monitors chemical processes in real time, collecting 20x more data points per experiment. By switching from static snapshots to “a full movie of the reaction”, the AI optimizes each step instantly—identifying top material candidates on its first attempt after training.

Led by researchers at North Carolina State University, the technology could fast-track innovations in clean energy, electronics, and sustainable materials—potentially turning years of lab work into days. The team estimates the approach cuts idle time and boosts efficiency beyond conventional steady-state methods.

With applications ranging from battery development to pharmaceuticals, this autonomous system marks a major leap toward AI-driven scientific discovery.

Source: North Carolina State University

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