Fig. 2: Catalyst configurations analyzed with ACE-CGN. | Nature Communications

Fig. 2: Catalyst configurations analyzed with ACE-CGN.

From: Adsorbate chemical environment-based machine learning framework for heterogeneous catalysis

Fig. 2

a Structural motifs considered in the catalyst models: (i) alloying (Pt3Sn(111)), (ii) diversity of binding sites on Pt(100) and (iii) Pt(221) (terrace in gray, step in blue) surfaces, and (iv) directionally dependent intermolecular interactions between adsorbates, such as OH*. Green arrows show the direction of H-bonding for each hydroxyl group. b The total number of unique surface configurations, as a function of adsorbate coverage, for Pt3Sn(111) and Pt(221). All configurations are generated using the SurfGraph algorithm. Source data are provided as a Source Data file.

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