ひずみ工学を活用した触媒設計を前進(Chinese Scientists Advance Strain-Engineered Catalyst Design)

2026-04-01 中国科学院(CAS)

本研究は、中国科学院蘭州化学物理研究所の研究チームが、金属触媒におけるひずみ(ストレイン)が吸着エネルギーや反応障壁に与える影響を定量的に予測する手法を開発したものである。密度汎関数理論(DFT)計算により、吸着種の電気陰性度がひずみに対するエネルギー応答と強く相関することを発見し、吸着種を2群に分類した。さらに、酸素(O)と炭化水素(CH)を基準とした二重記述子線形モデルを構築し、従来法より高精度で反応遷移状態にも適用可能とした。機械学習解析により、共有結合性とイオン結合性の違いがこの挙動の起源であることも解明された。本成果は、CO₂変換や水素生成などに向けた触媒設計の指針となる。

ひずみ工学を活用した触媒設計を前進(Chinese Scientists Advance Strain-Engineered Catalyst Design)
Schematics for the dual-descriptor scaling relation. (Image by LICP)

<関連情報>

金属表面における吸着および反応に対する歪みの影響の一般的な傾向 General trend of strain effect on the adsorption and reactions over metal surfaces

Tingting Wang ∙ Zhiwei Huang ∙ Bin Hu ∙ Yongjie Xi
Cell Reports Physical Science  Published:March 31, 2026
DOI:https://doi.org/10.1016/j.xcrp.2026.103219

Highlights

  • Different characteristics of the energetics that change in response to surface strain
  • A dual-descriptor scaling relation is established to describe strain effect
  • Machine learning reveals the origin of the different characteristics of strain effect

Summary

Strain effect can effectively regulate catalytic performance, as tensile (compressive) strain shifts the d-band center of metal surfaces, strengthening (weakening) adsorption energies. While this rationale can explain strain effects qualitatively, a general quantitative description across different metals is lacking. Here, we report that a dual-descriptor scaling relation can describe the response of adsorption energy and activation energy to lattice strain on close-packed metal surfaces. By classifying adsorbates according to their electronegativity, we show that a general adsorbate exhibits the combined features of strong- and weak-electronegativity adsorbates. The dual-descriptor model can account for these features and reliably predict both stationary- and transition-state energetics. We further clarify the physical origin of the distinct responses of different adsorbates using machine learning classification. This study advances the understanding of strain effects in heterogeneous catalysis and provides a quantitative framework for rational catalyst design.

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