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Enhancing the connection between computation and experiments in electrocatalysis

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NATURE CATALYSIS
卷 5, 期 5, 页码 374-381

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NATURE PORTFOLIO
DOI: 10.1038/s41929-022-00789-0

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资金

  1. Welch Foundation [F-1436]
  2. US Department of Energy, Office of Science, Office of Basic Energy Sciences, Chemical Sciences, Geosciences, and Biosciences Division, Catalysis Science Program
  3. US Department of Energy [DE-AC52-07-NA27344]
  4. LLNL-LDRD programme [22-LW-033]

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Combining computational and experimental methods is a powerful approach for understanding and designing improved materials. However, establishing strong relationships between calculated parameters and experimental measurements can be challenging, especially in the field of electrocatalysis. This Perspective highlights opportunities to enhance the connection between computation and experiment, such as measuring the intrinsic kinetic behavior of catalysts and forming clear relationships between calculated reaction energetics and observed rates.
Combining computational and experimental methods is a powerful approach to understand the variables that govern catalyst performance and ultimately design improved materials. However, the effectiveness of this approach rests on the strength of the relationships between calculated parameters and experimental measurements. These relationships are complicated by the intricacy and dynamic behaviour of catalytic active sites, and by the non-trivial relationship between calculated reaction energetics and observed rates. In this Perspective, we highlight opportunities to enhance the connection between computation and experiment in electrocatalysis. These include measuring the intrinsic kinetic behaviour of catalysts, creating precise models for the active site and its environment, and forming clear relationships between calculated reaction energetics and observed rates. As experimental and computational methods continue to become more powerful, clear connections between the two will maximize their utility to guide the design of efficient and selective electrocatalysts.

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