Unlocking Switchable Reactivity of MBene via Asymmetric Surface Adsorption

09 October 2025, Version 1
This content is an early or alternative research output and has not been peer-reviewed by Cambridge University Press at the time of posting.

Abstract

The Sabatier principle and activity volcano have guided and constrained catalyst design. Surpassing these limitations requires going beyond the static view of catalysis. Here, we propose 2D metal boride (MBene) as a promising model system for dynamic catalysis, exemplifying by nitrogen reduction reaction (\ce{N2}RR). The surface reactivity of B-rich MBene can be altered by binding organic ligands to the opposite side of the \ce{N2}RR. The change in reactivity originates in structural distortions of the metal and boron layers, leading to an energy span of up to 0.8 eV. By cycling the ligands or running a coupled reaction on the opposite side, we could switch between under- and over-binding energetics to surpass the Sabatier limit and access the inverse activity volcano. The reactivity space considering various metals and ligands can be efficiently explored by interpretable machine learning based on geometric descriptors, and promising ligand-bound MBenes for various catalytic scenarios are proposed.

Keywords

Boride
MBene
2D Material
Dynamic Catalysis
Machine Learning
Functionalization

Supplementary materials

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Supporting Information
Description
Computational details of the DFT calculations and ML models; structures of all reaction intermediates of unfavorable and favorable \ce{N2}RR pathways; Bader charges of surface B atoms in presence of bottom side adsorbates; comparison of \ce{N2RR} free energy diagrams of empty and hydride states; structures of the MBenes with different ligands; fitted scaling relations of \ce{N2}RR steps and overall energetics.
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