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Recently, a consortium of collaborating institutions has embarked on a groundbreaking project centered on the "AI-driven controllable synthesis of large-area single-crystal graphite." Through concerted efforts, they have successfully established a comprehensive workflow, encompassing extensive data compilation, the development of machine learning-based potential functions, atomic-scale mechanistic analysis, and culminating in experimental synthesis and validation. This milestone achievement facilitates the controllable production of high-quality single-crystal graphite on a centimeter scale, with thicknesses surpassing 200 microns, thereby offering pioneering insights for AI-powered research and development in the realm of strategic materials.
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