A Geometric-Electronic Principle for Curvature-Driven Single-Atom Catalysis

Substrate curvature offers a powerful handle for catalytic tuning, yet a general quantitative framework for arbitrary anisotropic morphologies remains lacking. Here, by combining differential geometry with a symmetry-constrained Taylor expansion, we derive a geometric descriptor, φ, from the full curvature tensor that compresses complex local curvature into a predictive variable for catalytic properties. Using Fe–N 4 –C single-atom catalysts as a model for CO 2 RR, systematic calculations across 602 nonequivalent curved sites reveal that the curvature-dependent activity variation is governed by the out-of-plane d -orbital centroid, 〈 z 〉. This electronic descriptor captures the asymmetric polarization of d orbitals along the surface normal and naturally distinguishes convex from concave active sites. We trace this electronic polarization to its mechanical origin: the intrinsic stiffness contrast between pentagonal and hexagonal rings converts geometric strain into opposite vertical displacements of the metal center that drive the orbital response. This establishes a quantitative causal pathway from geometry ( φ ) through mechanics and electronic structure (〈 z 〉) to catalytic activity. This framework elevates local curvature from a qualitative structural feature to a quantitative and tunable design axis for catalyst engineering.

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Publication Details

Journal
ACS Catalysis
Published
2026-06-18
DOI
https://doi.org/10.1021/acscatal.6c02847
Primary Topic
CO2 Reduction Techniques and Catalysts
Type
article
Field-Weighted Citation Impact
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article

A Geometric-Electronic Principle for Curvature-Driven Single-Atom Catalysis

Yuxing Lin, Shunqing Wu, Xinrui Cao, Meijie Wang et al.
ACS Catalysis
CO2 Reduction Techniques and Catalysts
article

A Geometric-Electronic Principle for Curvature-Driven Single-Atom Catalysis

Yuxing Lin, Shunqing Wu, Xinrui Cao, Meijie Wang, Yang Sun, Zhulin Huang
article en

Abstract

Substrate curvature offers a powerful handle for catalytic tuning, yet a general quantitative framework for arbitrary anisotropic morphologies remains lacking. Here, by combining differential geometry with a symmetry-constrained Taylor expansion, we derive a geometric descriptor, φ, from the full curvature tensor that compresses complex local curvature into a predictive variable for catalytic properties. Using Fe–N 4 –C single-atom catalysts as a model for CO 2 RR, systematic calculations across 602 nonequivalent curved sites reveal that the curvature-dependent activity variation is governed by the out-of-plane d -orbital centroid, 〈 z 〉. This electronic descriptor captures the asymmetric polarization of d orbitals along the surface normal and naturally distinguishes convex from concave active sites. We trace this electronic polarization to its mechanical origin: the intrinsic stiffness contrast between pentagonal and hexagonal rings converts geometric strain into opposite vertical displacements of the metal center that drive the orbital response. This establishes a quantitative causal pathway from geometry ( φ ) through mechanics and electronic structure (〈 z 〉) to catalytic activity. This framework elevates local curvature from a qualitative structural feature to a quantitative and tunable design axis for catalyst engineering.

ACS Catalysis
Xiamen University (CN)
Openalex Percentile: Top 19%
CO2 Reduction Techniques and Catalysts
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