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A closed-loop universal catalyst design workflow ready for AI agents

Figure 2. Microkinetic volcano analysis and screening logic for 2e- WOR, showing how activity, selectivity, and descriptor scaling relations jointly define promising catalyst space. This figure is quoted with permission from Wei, Li, Yang et al.[1]. D-PSFZ: Pr1.0Sr1.0Fe0.75Zn0.25O4-δ; R2: coefficient of determination.