Transition Metal-Embedded C <sub>4</sub> N <sub>4</sub> Octahedral Rings as Highly Efficient Electrocatalysts for NO to NH <sub>3</sub> Conversion: A Computational Study

The increasing pollution of nitric oxide (NO) along with the growing demand for ammonia (NH<sub>3</sub>) has brought the electrochemical NO reduction reaction (NORR) toward NH<sub>3</sub> into the spotlight in the field of pollution control and green synthesis. In this study, 24 transition metal (TM) monatomic catalysts (TM-C<sub>4</sub>N<sub>4</sub>, TM = Sc, Ti, V, Cr, Mn, Fe, Co, Ni, Cu, Y, Zr, Nb, Mo, Rh, Pd, Ag, Hf, Ta, W, Re, Os, Ir, Pt, Au) are systematically characterized by high-throughput first-principles calculations to assess their potential to convert NO to NH<sub>3</sub>. Based on a five-step screening strategy, Cr-C<sub>4</sub>N<sub>4</sub> is identified as the most promising catalytic system in terms of key indicators of adsorption strength, reaction barrier, and product selectivity. Cr-C<sub>4</sub>N<sub>4</sub> not only has the lowest limiting potential (<i>U</i><sub>L</sub> = -0.10 eV) but also reveals excellent thermodynamic stability and high selectivity for the generation of NH<sub>3</sub>. The intrinsic correlation between the key physicochemical descriptors and Δ<i>G</i><sub>*NO</sub> is demonstrated by combining machine learning and the SISSO algorithm. This work provides theoretical guidance for the efficient design of C<sub>4</sub>N<sub>4</sub>-supported single-atom catalysts in electrochemical NO to NH<sub>3</sub> conversion.

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Journal
Langmuir
Published
2025-11-10
DOI
https://doi.org/10.1021/acs.langmuir.5c04145
Primary Topic
Ammonia Synthesis and Nitrogen Reduction
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article
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article

Transition Metal-Embedded C 4 N 4 Octahedral Rings as Highly Efficient Electrocatalysts for NO to NH 3 Conversion: A Computational Study

Jinkun Bai, Kangrong Lai, Yulong Ma, Hong Wang et al.
Langmuir
Ammonia Synthesis and Nitrogen Reduction
article

Transition Metal-Embedded C 4 N 4 Octahedral Rings as Highly Efficient Electrocatalysts for NO to NH 3 Conversion: A Computational Study

Jinkun Bai, Kangrong Lai, Yulong Ma, Hong Wang, Zhoujie Gu
article en

Abstract

The increasing pollution of nitric oxide (NO) along with the growing demand for ammonia (NH<sub>3</sub>) has brought the electrochemical NO reduction reaction (NORR) toward NH<sub>3</sub> into the spotlight in the field of pollution control and green synthesis. In this study, 24 transition metal (TM) monatomic catalysts (TM-C<sub>4</sub>N<sub>4</sub>, TM = Sc, Ti, V, Cr, Mn, Fe, Co, Ni, Cu, Y, Zr, Nb, Mo, Rh, Pd, Ag, Hf, Ta, W, Re, Os, Ir, Pt, Au) are systematically characterized by high-throughput first-principles calculations to assess their potential to convert NO to NH<sub>3</sub>. Based on a five-step screening strategy, Cr-C<sub>4</sub>N<sub>4</sub> is identified as the most promising catalytic system in terms of key indicators of adsorption strength, reaction barrier, and product selectivity. Cr-C<sub>4</sub>N<sub>4</sub> not only has the lowest limiting potential (<i>U</i><sub>L</sub> = -0.10 eV) but also reveals excellent thermodynamic stability and high selectivity for the generation of NH<sub>3</sub>. The intrinsic correlation between the key physicochemical descriptors and Δ<i>G</i><sub>*NO</sub> is demonstrated by combining machine learning and the SISSO algorithm. This work provides theoretical guidance for the efficient design of C<sub>4</sub>N<sub>4</sub>-supported single-atom catalysts in electrochemical NO to NH<sub>3</sub> conversion.

LangmuirVol. 41(46)
Federal Aviation Administration (US), Changji University (CN), Institute of Aviation Medicine (CZ)
Openalex Percentile: Top 76%
Ammonia Synthesis and Nitrogen Reduction
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Transition Metal-Embedded C <sub>4</sub> N <sub>4</sub> Octahedral Rings as Highly Efficient Electrocatalysts for NO to NH <sub>3</sub> Conversion: A Computational Study — Jinkun Bai, Kangrong Lai, et al. · Langmuir (2025) | TGRS Research Map | TGRS