Submitted:
13 March 2026
Posted:
16 March 2026
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Computational Research Details
3. Results and Discussion
3.1. Surface Analysis
3.2. Catalytic Activity Toward CO Reduction
3.3. Onset Potentials
4. Conclusions
Acknowledgments
Conflicts of Interest
References
- Yoro, K.O.; Daramola, M.O. CO₂ emission sources, greenhouse gases, and the global warming effect. In Advances in Carbon Capture; Elsevier, 2020; pp. 3–28. [Google Scholar]
- Arutyunov, V.S.; Lisichkin, G.V. Energy resources of the 21st century: problems and forecasts. Can renewable energy sources replace fossil fuels. Russian Chemical Reviews 2017, 86, 777. [Google Scholar] [CrossRef]
- Council, N.R., et al. Climate intervention: carbon dioxide removal and reliable sequestration; National Academies Press, 2015. [Google Scholar]
- Lee, M.-Y. Current achievements and the future direction of electrochemical CO₂ reduction: A short review. Critical Reviews in Environmental Science and Technology 2020, 50, 769–815. [Google Scholar] [CrossRef]
- Awais, M.; Abghoui, Y. Incorporating perovskites in photovoltaic-powered electrochemical cells for a sustainable future: An inclusive review. Solar Energy 2024, 282, 112965. [Google Scholar] [CrossRef]
- Lai, W. Design strategies for markedly enhancing energy efficiency in the electrocatalytic CO₂ reduction reaction. Energy & Environmental Science 2022, 15, 3603–3629. [Google Scholar]
- Wang, G. Electrocatalysis for CO₂ conversion: from fundamentals to value-added products. Chemical Society Reviews 2021, 50, 4993–5061. [Google Scholar] [CrossRef]
- Bertheussen, E. Electroreduction of CO on polycrystalline copper at low overpotentials. ACS Energy Letters 2018, 3, 634–640. [Google Scholar] [CrossRef]
- Bertheussen, E. Quantification of liquid products from the electroreduction of CO₂ and CO using static headspace-gas chromatography and nuclear magnetic resonance spectroscopy. Catalysis Today 2017, 288, 54–62. [Google Scholar] [CrossRef]
- Hao, J.; Shi, W. Transition metal (Mo, Fe, Co, and Ni)-based catalysts for electrochemical CO₂ reduction. Chinese Journal of Catalysis 2018, 39, 1157–1166. [Google Scholar] [CrossRef]
- Fan, M. Selective electroreduction of CO₂ to formate on 3D [100] Pb dendrites with nanometer-sized needle-like tips. Journal of Materials Chemistry A 2017, 5, 20747–20756. [Google Scholar] [CrossRef]
- She, X. Challenges and opportunities in electrocatalytic CO₂ reduction to chemicals and fuels. Angewandte Chemie International Edition 2022, 61, e202211396. [Google Scholar] [CrossRef]
- Hussain, J.; Jónsson, H.; Skúlason, E. Calculations of product selectivity in electrochemical CO₂ reduction. ACS Catalysis 2018, 8, 5240–5249. [Google Scholar] [CrossRef]
- Costentin, C.; Robert, M.; Savéant, J.-M. Catalysis of the electrochemical reduction of carbon dioxide. Chemical Society Reviews 2013, 42, 2423–2436. [Google Scholar] [CrossRef] [PubMed]
- Zheng, G.; Gong, S.; Tian, Z.; Wang, H.; Zhang, Q. Theoretical screening of transition metal doped defective MoS₂ as efficient electrocatalyst for CO conversion to CH₄. ChemPhysChem 2022, 23, e202100753. [Google Scholar] [CrossRef]
- Wang, W.; Gao, Y.; Li, H.; Tian, F.; Li, D.; Cui, T. Unraveling electrochemical CO reduction of the single-atom transition metals supported on N-doped phosphorene. Applied Surface Science 2021, 545, 148953. [Google Scholar] [CrossRef]
- Chong, X.; Hu, M.; Wu, P.; Shan, Q.; Jiang, Y.H.; Feng, J. Tailoring the anisotropic mechanical properties of hexagonal M₇X₃ (M = Fe, Cr, W, Mo; X = C, B) by multialloying. Acta Materialia 2019, 169, 193–208. [Google Scholar] [CrossRef]
- Awais, M.; Ashraf, N.; Abghoui, Y. Engineering innovative catalysts for efficient CO₂ reduction toward carbon neutrality. Journal of Environmental Chemical Engineering 2025, 116621. [Google Scholar] [CrossRef]
- Maeda, K.; Niitsu, A.; Morito, H.; Shiga, K.; Fujiwara, K. In situ observation of grain boundary groove at the crystal/melt interface in Cu. Scripta Materialia 2018, 146, 169–172. [Google Scholar] [CrossRef]
- Martínez, E.; Wiklund, U.; Esteve, J.; Montala, F.; Carreras, L.L. Tribological performance of TiN supported molybdenum and tantalum carbide coatings in abrasion and sliding contact. Wear 2002, 253, 1182–1187. [Google Scholar] [CrossRef]
- Esteve, J.; Martínez, E.; Lousa, A.; Montalá, F.; Carreras, L.L. Microtribological characterization of group V and VI metal-carbide wear-resistant coatings effective in the metal casting industry. Surface and Coatings Technology 2000, 133, 314–318. [Google Scholar] [CrossRef]
- Zhang, S. Material development of titanium carbonitride-based cermets for machining application. Key Engineering Materials 1997, 138, 521–544. [Google Scholar] [CrossRef]
- Santhanam, A.T. Application of transition metal carbides and nitrides in industrial tools. In The Chemistry of Transition Metal Carbides and Nitrides; Springer Netherlands, 1996; pp. 28–52. [Google Scholar]
- Musil, J. Flexible hard nanocomposite coatings. RSC Advances 2015, 5, 60482–60495. [Google Scholar] [CrossRef]
- Choe, H.J.; Kwon, S.H.; Lee, J.J. Tribological properties and thermal stability of TiAlCN coatings deposited by ICP-assisted sputtering. Surface and Coatings Technology 2013, 228, 282–285. [Google Scholar] [CrossRef]
- Seo, H.S.; Lee, T.Y.; Wen, J.G.; Petrov, I.; Greene, J.E.; Gall, D. Growth and physical properties of epitaxial HfN layers on MgO (001). Journal of Applied Physics 2004, 96, 878–884. [Google Scholar] [CrossRef]
- Koseki, S.; Inoue, K.; Morito, S.; Ohba, T.; Usuki, H. Comparison of TiN-coated tools using CVD and PVD processes during continuous cutting of Ni-based superalloys. Surface and Coatings Technology 2015, 283, 353–363. [Google Scholar] [CrossRef]
- Yasuoka, M.; Wang, P.; Murakami, R.I. Comparison of the mechanical performance of cutting tools coated by either a TiCxN₁−ₓ single-layer or a TiC/TiC₀.₅N₀.₅/TiN multilayer using the hollow cathode discharge ion plating method. Surface and Coatings Technology 2012, 206, 2168–2172. [Google Scholar] [CrossRef]
- Vera, E.E.; Vite, M.; Lewis, R.; Gallardo, E.A.; Laguna-Camacho, J.R. A study of the wear performance of TiN, CrN and WC/C coatings on different steel substrates. Wear 2011, 271, 2116–2124. [Google Scholar] [CrossRef]
- Tian, J. Self-supported nanoporous cobalt phosphide nanowire arrays: an efficient 3D hydrogen-evolving cathode over the wide range of pH 0–14. Journal of the American Chemical Society 2014, 136, 7587–7590. [Google Scholar] [CrossRef]
- Xiao, P.; Chen, W.; Wang, X. A review of phosphide-based materials for electrocatalytic hydrogen evolution. Advanced Energy Materials 2015, 5, 1500985. [Google Scholar] [CrossRef]
- Kucernak, A.R.; Sundaram, V.N.N. Nickel phosphide: the effect of phosphorus content on hydrogen evolution activity and corrosion resistance in acidic medium. Journal of Materials Chemistry A 2014, 2, 17435–17445. [Google Scholar] [CrossRef]
- Li, X. Recent advances in transition-metal phosphide electrocatalysts: Synthetic approach, improvement strategies and environmental applications. Coordination Chemistry Reviews 2022, 473, 214811. [Google Scholar] [CrossRef]
- Kresse, G.; Furthmüller, J. Efficiency of ab-initio total energy calculations for metals and semiconductors using a plane-wave basis set. Computational Materials Science 1996, 6, 15–50. [Google Scholar] [CrossRef]
- Hammer, B.; Hansen, L.B.; Nørskov, J.K. Improved adsorption energetics within density-functional theory using revised Perdew-Burke-Ernzerhof functionals. Physical Review B 1999, 59, 7413. [Google Scholar] [CrossRef]
- Jovanov, Z.P. Opportunities and challenges in the electrocatalysis of CO₂ and CO reduction using bifunctional surfaces: A theoretical and experimental study of Au–Cd alloys. Journal of Catalysis 2016, 343, 215–231. [Google Scholar] [CrossRef]
- Zhang, X. Phosphoric acid resistance PtCu/C oxygen reduction reaction electrocatalyst for HT-PEMFCs: A theoretical and experimental study. Applied Surface Science 2023, 619, 156663. [Google Scholar] [CrossRef]
- Wang, H. Steam methane reforming on a Ni-based bimetallic catalyst: density functional theory and experimental studies of the catalytic consequence of surface alloying of Ni with Ag. Catalysis Science & Technology 2017, 7, 1713–1725. [Google Scholar] [CrossRef]
- Blöchl, P.E. Projector augmented-wave method. Physical Review B 1994, 50, 17953. [Google Scholar] [CrossRef] [PubMed]
- Rossmeisl, J. Electrolysis of water on oxide surfaces. Journal of Electroanalytical Chemistry 2007, 607, 83–89. [Google Scholar] [CrossRef]
- Siahrostami, S.; Vojvodic, A. Influence of adsorbed water on the oxygen evolution reaction on oxides. The Journal of Physical Chemistry C 2015, 119, 1032–1037. [Google Scholar] [CrossRef]
- Abghoui, Y.; Iqbal, A.; Skúlason, E. The role of overlayered nitride electro-materials for N₂ reduction to ammonia. Frontiers in Catalysis 2023, 2, 1096824. [Google Scholar] [CrossRef]
- Iqbal, A.; Skúlason, E.; Abghoui, Y. Catalytic nitrogen reduction on the transition metal carbonitride (110) facet: DFT predictions and mechanistic insights. The Journal of Physical Chemistry C 2024. [Google Scholar] [CrossRef]
- Iqbal, A.; Skúlason, E.; Abghoui, Y. Are (100) facets of transition metal carbonitrides suitable as electrocatalysts for nitrogen reduction to ammonia at ambient conditions? International Journal of Hydrogen Energy 2024, 64, 744–753. [Google Scholar] [CrossRef]
- Abghoui, Y. Superiority of the (100) over the (111) facets of the nitrides for hydrogen evolution reaction. Topics in Catalysis 2022, 65, 262–269. [Google Scholar] [CrossRef]
- Iqbal, A.; Skúlason, E.; Abghoui, Y. Electrochemical nitrogen reduction to ammonia at ambient condition on the (111) facets of transition metal carbonitrides. ChemPhysChem 2024, e202300991. [Google Scholar] [CrossRef] [PubMed]
- Ellingsson, V. Nitrogen reduction reaction to ammonia on transition metal carbide catalysts. ChemSusChem 2023, 16, e202300947. [Google Scholar] [CrossRef]
- Li, G. Role of dissociation of phenol in its selective hydrogenation on Pt (111) and Pd (111). ACS Catalysis 2015, 5, 2009–2016. [Google Scholar] [CrossRef]
- Nørskov, J.K. Origin of the overpotential for oxygen reduction at a fuel-cell cathode. The Journal of Physical Chemistry B 2004, 108, 17886–17892. [Google Scholar] [CrossRef]
- Xing, G. Theoretical study of two-dimensional bis (iminothiolato) metal monolayers as promising electrocatalysts for carbon dioxide reduction. New Journal of Chemistry 2020, 44, 12299–12306. [Google Scholar] [CrossRef]
- Liu, J.-H.; Yang, L.-M.; Ganz, E. Electrocatalytic reduction of CO₂ by two-dimensional transition metal porphyrin sheets. Journal of Materials Chemistry A 2019, 7, 11944–11952. [Google Scholar] [CrossRef]
- Ashraf, N.; Iqbal, A.; Abghoui, Y. Exploring reaction mechanisms for CO₂ reduction on carbides. Journal of Materials Chemistry A 2024, 12, 30340–30350. [Google Scholar] [CrossRef]






Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).