Google’s DeepMind has developed GNoME (Graph Networks for Materials Exploration), an AI tool that discovered over 2 million potential new inorganic crystal compositions. The AI dramatically accelerates material discovery by predicting stable structures using deep learning. Despite the vast potential, many of these materials remain to be synthesized. Autonomous laboratories like A-Lab at Lawrence Berkeley National Laboratory are now testing these predictions, with early success in synthesizing 71% of predicted materials. This synergy of AI and robotics is poised to revolutionize material science and technology.
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