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Figure 1. (A) Trends in the number of publications on generative models applied in materials science and chemistry over recent years; (B) Sankey diagram illustrating the categorization and relative proportions of AI applications in catalyst research, based on data extracted from the Web of Science database. AI: Artificial intelligence.