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Author

Kirsten T. Winther

2 papers indexed here

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Aug 2026

Descriptor of Nonlocal Effects in Oxidative Adsorption on Metal Oxides

The catalytic properties of transition-metal oxides (TMOs) are largely defined by their surface bonding. However, an accurate description of adsorption in these systems remains elusive. In this study, we focus on descriptors of catalytic activity, oxygen evolution, and reduction reactions using the Integrated Crystal...

Neha Bothra, Ara Cho, Benjamin M. Comer et al. · 0 citations
Aug 2026

Data as the Backbone of Artificial Intelligence: Insights from Heterogeneous Catalysis

Machine learning (ML) and artificial intelligence (AI) are changing how catalysis science is performed, with the prospect of accelerating the discovery of catalysis knowledge. Despite the substantial efforts and resources invested in the development and application of AI/ML approaches, their performance still exhibit...

Dongjae Shin, Ruchika Mahajan, Zan Lian et al. · 0 citations

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