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Descriptors construction and application in catalytic site design.

Yuqing Feng1, Yushun Chen1, Li Zheng1

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Summary

Catalysis research uses descriptors to link material properties with function. This review categorizes energy, electronic, and data-driven descriptors for designing better catalytic sites.

Keywords:
Applied chemistryChemistryMaterials science

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Area of Science:

  • Catalysis
  • Materials Science
  • Computational Chemistry

Background:

  • Descriptors quantify system properties, crucial for catalysis.
  • Understanding structure-function relationships guides catalyst design.
  • Various descriptor types have evolved since the 1970s.

Purpose of the Study:

  • To categorize existing descriptor types in catalysis.
  • To explore descriptor applications in active site design.
  • To discuss future challenges and opportunities in catalytic site design.

Main Methods:

  • Literature review and categorization of descriptors.
  • Analysis of descriptor applications in active site design.
  • Discussion of current challenges and future directions.

Main Results:

  • Descriptors are classified into energy, electronic, and data-driven categories.
  • These descriptors are vital for optimizing catalytic materials and processes.
  • Active site design benefits significantly from descriptor utilization.

Conclusions:

  • Descriptors are key to advancing catalytic site design.
  • Further research is needed to overcome current challenges.
  • Opportunities exist in integrating diverse descriptor approaches for innovation.