AI Accelerates Material Synthesis: Berkeley Lab Uses AI Algorithm to Dramatically Increase Efficiency

Researchers at Berkeley Lab used an AI algorithm, AutoBot, to significantly improve the efficiency of synthesizing high-quality films. AutoBot analyzes data from multiple characterization techniques to quickly learn the relationship between synthesis parameters and film quality. The research found that high-quality films can be synthesized at relative humidity levels between 5% and 25%, without requiring stringent environmental controls. This research lays important groundwork for commercial manufacturing and demonstrates the immense potential of AI in materials science.