Industrialising Advanced Materials Innovation: Unlocking the potential of autonomous laboratory systems
Dr. Marcus Tze-Kiat Ng
Dunia Innovations
Autonomous laboratory systems are poised to transform the discovery and development of advanced materials by combining automated experimentation with real-time data analytics and machine learning. The platform orchestrates robotic synthesis, highthroughput testing, and adaptive experimental design within a closed-loop architecture, enabling systematic exploration of complex material spaces at unprecedented speed and scale. By embedding algorithms for experiment prioritisation, data interpretation, and uncertainty quantification, the system achieves both throughput and insight, bridging the gap between laboratory-scale discovery and scalable industrial application.