Computational and experimental insights into single-atom catalysts supported on g-C3N4: Unraveling the superior stability and catalytic activity of Rh in hydroformylation reactions
Source abstract
Abstract
Single-atom catalysts (SACs) have emerged as a promising class of materials, leveraging the benefits of both homogeneous and heterogeneous catalysis to enhance efficiency and selectivity. In this work we have investigated the catalytic performance of SACs supported on graphitic carbon nitride (g-C3N4) for hydroformylation reactions. A systematic evaluation of nine transition metal SACs (Fe, Ru, Os, Co, Rh, Ir, Ni, Pd, and Pt) anchored on g-C3N4 was conducted using a combination of Density Functional Theory (DFT) calculations and experimental validation. Computational results indicate that at higher metal loadings, most metal atoms tend to migrate into the interlayers of g-C3N4, reducing their accessibility to reactant species and limiting their involvement in the catalytic process. However, Ru, Os, Ir, and Co single atoms remain stabilized on the heptazine rings, residing on the outermost layer and preserving active sites, albeit with lower predicted catalytic activity compared to Rh, while Fe, Ni, Pd, and Pt preferentially localize within the interlayers. Ru, Rh, and Co SACs anchored on g-C3N4 were experimentally synthesized and characterized using Transmission Electron Microscopy (TEM), X-ray Photoelectron Spectroscopy (XPS), and in situ Diffuse Reflectance Infrared Fourier Transform Spectroscopy (DRIFTS), along with catalytic testing, confirming the single-atom nature of the catalysts and corroborating the theoretical findings.
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Research context
OpenAlex topics: Catalytic Processes in Materials Science · Nanocluster Synthesis and Applications · Nanomaterials for catalytic reactions
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References (75)
Show source-provided references
1. Single-atom catalysts across the periodic table10.1021/acs.chemrev.0c00576 ↗
2. Single atom catalysis: a decade of stunning progress and the promise for a bright future10.1038/s41467-020-18182-5 ↗
3. Single-atom catalysis of CO oxidation using Pt1/FeOx10.1038/nchem.1095 ↗
4. Insight into the dynamic evolution of supported metal catalysts by in situ/operando techniques and theoretical simulations10.1021/acscatal.3c02370 ↗
5. Role of the support effects in single-atom catalysts10.1002/asia.202201161 ↗
6. Electronic metal–support interaction of single‐atom catalysts and applications in electrocatalysis10.1002/adma.202003300 ↗
7. Strong metal–support interaction in heterogeneous catalysts10.1002/aenm.202201395 ↗
8. Co-catalytic metal-support interactions in single-atom electrocatalysts10.1038/s41578-023-00633-2 ↗
9. Carbonylation reactions using single-atom catalysts10.1002/cctc.202400543 ↗
10. Introducing structural sensitivity into adsorption-energy scaling relations by means of coordination numbers10.1038/nchem.2226 ↗
11. Single-atom Rh/N-doped carbon electrocatalyst for formic acid oxidation10.1038/s41565-020-0665-x ↗
12. General synthesis and definitive structural identification of MN4C4 single-atom catalysts with tunable electrocatalytic activities10.1038/s41929-017-0008-y ↗
13. Emerging metal single-atom materials: from fundamentals to energy applications10.1021/accountsmr.2c00119 ↗
14. Single-atom catalysts for energy conversion10.1039/D2TA09024D ↗
15. Electron configuration modulation of nickel single atoms for elevated photocatalytic hydrogen evolution10.1002/anie.201914565 ↗
16. Environmental materials beyond and below the nanoscale: single-atom catalysts10.1021/acsestengg.0c00136 ↗
17. Advances in carbon nitride supported single-atom photocatalysts for hydrogen evolution10.1016/j.coche.2023.100941 ↗
18. Single-atom heterogeneous catalysts based on distinct carbon nitride scaffolds10.1093/nsr/nwy048 ↗
19. Single atom catalysts on carbon-based materials10.1002/cctc.201801174 ↗
20. Single-atoms supported (Fe, Co, Ni, Cu) on graphitic carbon nitride for CO2 adsorption and hydrogenation to formic acid: first-principles insights10.1016/j.apsusc.2019.143928 ↗
21. Carbon nitride supported high-loading Fe single-atom catalyst for activation of peroxymonosulfate to generate 1O2 with 100 % selectivity10.1002/anie.202109488 ↗
22. Carbon-based material-supported single-atom catalysts for energy conversion
23. Macroporous carbon-nitride-supported transition-metal single-atom catalysts for photocatalytic hydrogen production from ammonia splitting10.1021/acscatal.3c02076 ↗
24. Carbon nitride based materials: more than just a support for single-atom catalysis10.1039/D2CS00806H ↗
25. Holey graphitic carbon nitride (g-CN) supported bifunctional single atom electrocatalysts for highly efficient overall water splitting10.1016/j.apcatb.2019.118521 ↗
26. Copper single-atoms embedded in 2D graphitic carbon nitride for the CO2 reduction10.1038/s41699-021-00243-y ↗
27. Coordination tailoring of Cu single sites on C3N4 realizes selective CO2 hydrogenation at low temperature10.1038/s41467-021-26316-6 ↗
28. 2D carbon nitride as a support with single Cu, Ag, and Au atoms for carbon dioxide reduction reaction10.1039/D3CP00392B ↗
29. Recent advances in ultrathin two-dimensional nanomaterials10.1021/acs.chemrev.6b00558 ↗
30. Graphitic carbon nitride: synthesis, properties, and applications in catalysis10.1021/am502925j ↗
31. Impact of transition metal incorporation on the photocatalytic CO2 reduction activity of polymeric carbon nitride10.1016/j.jcou.2022.102162 ↗
32. Interlayer palladium-single-atom-coordinated cyano-group-rich graphitic carbon nitride for enhanced photocatalytic hydrogen production performance10.1021/acscatal.2c00427 ↗
33. A DFT study of planar vs. corrugated graphene-like carbon nitride (g-C3N4) and its role in the catalytic performance of CO2 conversion10.1039/C6CP02453J ↗
34. Highly dispersed Rh single atoms over graphitic carbon nitride as a robust catalyst for the hydroformylation reaction10.1039/D2CY02094G ↗
35. Single-atom catalysts for hydroformylation of olefins10.1016/j.isci.2023.106183 ↗
36. Python Materials Genomics (pymatgen): a robust, open-source python library for materials analysis10.1016/j.commatsci.2012.10.028 ↗
37. Mechanistic insight into the dispersion behavior of single platinum atom on monolayer g-C3N4 in single-atom catalysts from density functional theory calculations10.1016/j.apsusc.2021.150697 ↗
38. Predicting the stability of single-atom catalysts in electrochemical reactions10.1021/acscatal.3c04801 ↗
39. Generalized gradient approximation made simple10.1103/PhysRevLett.77.3865 ↗
40. A consistent and accurate ab initio parametrization of density functional dispersion correction (DFT-D) for the 94 elements H-Pu10.1063/1.3382344 ↗
41. Projector augmented-wave method10.1103/PhysRevB.50.17953 ↗
42. From ultrasoft pseudopotentials to the projector augmented-wave method10.1103/PhysRevB.59.1758 ↗
43. Special points for Brillouin-zone integrations10.1103/PhysRevB.16.1748 ↗
44. Efficient iterative schemes for ab initio total-energy calculations using a plane-wave basis set10.1103/PhysRevB.54.11169 ↗
45. Gaussian 16, Revision A.03, M.J. Frisch, G.W. Trucks, H.B. Schlegel, G.E. Scuseria, M.A. Robb, J.R. Cheeseman, G. Scalmani, V. Barone, B. Mennucci, G.A. Petersson, H. Nakatsuji, M. Caricato, X. Li, H. P. Hratchian, A.F. Izmaylov, J. Bloino, G. Zheng, J.L. Sonnenberg, M. Hada, M. Ehara, K. Toyota, R. Fukuda, J. Hasegawa, M. Ishida, T. Nakajima, Y. Honda, O. Kitao, H. Nakai, T. Vreven, J.A. Montgomery, J.E. Peralta, F. Ogliaro, M. Bearpark, J.J. Heyd, E. Brothers, K.N. Kudin, V.N. Staroverov, R. Kobayashi, J. Normand, K. Raghavachari, A. Rendell, J.C. Burant, S.S. Iyengar, J. Tomasi, M. Cossi, N. Rega, J.M. Millam, M. Klene, J.E. Knox, J.B. Cross, V. Bakken, C. Adamo, J. Jaramillo, R. Gomperts, R.E. Stratmann, O. Yazyev, A.J. Austin, R. Cammi, C. Pomelli, J.W. Ochterski, R.L. Martin, K. Morokuma, V.G. Zakrzewski, G.A. Voth, P. Salvador, J.J. Dannenberg, S. Dapprich, A.D. Daniels, Ö. Farkas, J.B. Foresman, J.V. Ortiz, J. Cioslowski, D.J. Fox, Gaussian Inc., Wallingford CT, 2016.
46. Density-functional thermochemistry. III. The role of exact exchange10.1063/1.464913 ↗
47. Development of the Colle-Salvetti correlation-energy formula into a functional of the electron density10.1103/PhysRevB.37.785 ↗
48. Accurate spin-dependent electron liquid correlation energies for local spin density calculations: a critical analysis10.1139/p80-159 ↗
49. Ab Initio calculation of vibrational absorption and circular-dichroism spectra using density-functional force-fields10.1021/j100096a001 ↗
50. Density functional theory with London dispersion corrections10.1002/wcms.30 ↗
51. Balanced basis sets of split valence, triple zeta valence and quadruple zeta valence quality for H to Rn: design and assessment of accuracy10.1039/b508541a ↗
52. Oxidation states from wave function analysis10.1021/ct501088v ↗
53. APOST-3D: Chemical concepts from wavefunction analysis10.1063/5.0206187 ↗
54. Active and regioselective Ru single-site heterogeneous catalysts for alpha-olefin hydroformylation10.1021/acscatal.1c05737 ↗
55. Prospects of heterogeneous hydroformylation with supported single atom catalysts10.1021/jacs.9b12171 ↗
56. Unraveling CO adsorption on model single-atom catalysts10.1126/science.abe5757 ↗
57. Metal catalysts for heterogeneous catalysis: from single atoms to nanoclusters and nanoparticles10.1021/acs.chemrev.7b00776 ↗
58. Facile synthesis of C3N4-supported metal catalysts for efficient CO2 photoreduction10.1007/s12274-021-3519-4 ↗
59. Two-dimensional amorphous CoO photocatalyst for efficient overall water splitting with high stability10.1016/j.jcat.2019.03.025 ↗
60. Boosting creation of oxygen vacancies in Co-Co3O4 homogeneous hybrids for aerobic oxidation of cyclohexane10.1007/s10562-021-03638-0 ↗
61. Enhancing electron transfer and electrocatalytic activity on crystalline carbon-conjugated g-C3N410.1021/acscatal.8b00026 ↗
62. Ru and RuOx decorated carbon nitride for efficient ammonia photosynthesis10.1039/D0NR02527E ↗
63. Supported Ru single atoms and clusters on P-doped carbon nitride as an efficient photocatalyst for H2O2 production10.1002/cctc.202101954 ↗
64. Ru/g-C3N4 as an efficient catalyst for selective hydrogenation of aromatic diamines to alicyclic diamines10.1039/D0RA00836B ↗
65. Charge states in transition10.1038/453735a ↗
66. Oxidation states and ionicity10.1038/s41563-018-0165-7 ↗
67. Computational monitoring of oxidation states in olefin metathesis10.1021/acs.organomet.9b00591 ↗
68. Facing the challenges of borderline oxidation state assignments using state-of-the-art computational methods10.1021/acs.inorgchem.0c02405 ↗
69. FTIR study of the CO interaction with Ru/TiO2 catalysts10.1006/jcat.1998.2038 ↗
70. Pure siliceous zeolite-supported Ru single-atom active sites for ammonia synthesis10.1021/acs.chemmater.9b03099 ↗
71. Kinetics of hydrogen adsorption and mobility on Ru nanoparticles supported on alumina: effects on the catalytic mechanism of ammonia synthesis10.1016/j.jcat.2016.09.013 ↗
72. In situ studies of CeO2-supported Pt, Ru, and Pt–Ru alloy catalysts for the water–gas shift reaction: active phases and reaction intermediates10.1016/j.jcat.2012.04.013 ↗
73. In Situ FT-IR study on the effect of cobalt precursors on CO adsorption behavior10.1021/jp104878e ↗
74. Adsorption properties of cobalt and cobalt-manganese catalysts studied by in situ diffuse reflectance FTIR using CO and CO+H2 as probes10.1016/S0926-860X(00)00755-9 ↗
75. An approximation to Bader's topological atom10.1063/1.4818751 ↗