Exploring dynamics in single atom catalyst research: A comprehensive DFT-kMC study of nitrogen reduction reaction with focus on TM aggregation

Abstract

Transition metal (TM)-based single atom catalysts (SACs) have emerged as a promising solution for the electrochemical nitrogen reduction reaction (NRR) due to their unique d-orbitals and low coordination, which facilitate efficient N2 bond weakening and increased reactivity. However, conventional theoretical approaches fail to incorporate the kinetics of TM aggregation, a crucial factor in SAC systems that affects catalyst stability and activity over time. Addressing this, we combined kinetic evaluations with thermodynamic and electronic analyses on 216 SAC candidates, using boron carbon nitride (BCN) as a substrate. Our findings revealed that Cr anchored to BCN exhibits a high turnover frequency (3.1 × 10−6 s−1) under mild conditions (300 K, 1 bar), attributed to its minimal TM aggregation over time. This research not only fills the gap in kinetic research within the SAC field but also proposes a SAC candidate distinguished by its superior kinetics, thermodynamic, and electronic properties.