Trend AnalysisChemistry & Materials
Single-Atom Catalysts: Maximum Efficiency from Minimum Material
Single-atom catalysts (SACs) represent the ultimate in atom efficiency: every metal atom is catalytically active, sitting as an isolated site on a support material. Since Zhang et al.'s 2011 coining o...
By Sean K.S. Shin
This blog summarizes research trends based on published paper abstracts. Specific numbers or findings may contain inaccuracies. For scholarly rigor, always consult the original papers cited in each post.
The Question
Single-atom catalysts (SACs) represent the ultimate in atom efficiency: every metal atom is catalytically active, sitting as an isolated site on a support material. Since Zhang et al.'s 2011 coining of the term, SACs have shown remarkable selectivity in reactions from CO oxidation to COβ reduction to organic synthesis. The canonical SAC is an M-Nβ motif β a single metal atom coordinated by four nitrogen atoms in a carbon matrix. But do all SAC metal sites behave identically, or is "single-atom" a misleading simplification that masks structural heterogeneity?
Landscape
Cao et al. (2025) in Chemical Society Reviews, reviewed symmetry-breaking strategies in SAC design. The conventional M-Nβ site has Cβα΅₯ symmetry, distributing electron density uniformly around the metal. Breaking this symmetry β by replacing one N with S, O, or a vacancy, or by introducing axial ligands β creates asymmetric electron density that can favour specific reaction pathways. This insight reframes SAC design from "maximise isolated atoms" to "precisely engineer the local coordination environment."
Yang et al. (2025) demonstrated a dual single-atom catalyst (Mn-Rh DAC) that achieves relay catalysis: the Mn site performs one reaction step, and the product migrates to the adjacent Rh site for a second step, reversing the usual chemoselectivity. This work shows that SACs are not limited to single-site catalysis β precise spatial arrangement of two different SAC sites can create new reaction pathways unavailable to either alone.
Zeng et al. (2025) showed that iron clusters coexisting with single iron atoms create a differential catalytic mechanism, where pollutant adsorption on different site types triggers distinct PMS activation pathways for organic pollutant removal. Ali et al. (2025) reviewed operando characterisation techniques (in-situ XAS, PM-IRAS, near-ambient-pressure XPS) essential for understanding SAC behaviour under reaction conditions.
Key Claims & Evidence
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| Claim | Evidence | Verdict |
|---|
| Symmetry breaking enhances SAC selectivity | Asymmetric coordination tunes d-band structure and adsorption energies (Cao et al. 2025) | Well-supported; emerging design principle |
| Dual SACs enable relay catalysis | Mn-Rh DAC reverses chemoselectivity via spatial site arrangement (Yang et al. 2025) | Demonstrated; a new paradigm beyond single-site catalysis |
| Metal clusters complement single atoms | Fe clusters + Fe SACs create differential PMS activation mechanisms (Zeng et al. 2025) | Supported; coexisting sites produce distinct oxidation pathways |
| Operando characterisation is essential for SAC understanding | In-situ XAS reveals dynamic structural changes during catalysis (Ali et al. 2025) | Confirmed; ex-situ characterisation insufficient |
Open Questions
Stability: SAC sites can aggregate into clusters under harsh reaction conditions (high temperature, oxidising/reducing atmospheres). How can SAC stability be maintained over industrial timescales?
Loading limits: Higher metal loading increases activity but also aggregation risk. What is the maximum practical SAC loading for each metal-support combination?
Scale-up: Most SACs are synthesised at milligram scale. Can industrial synthesis methods (flame spray pyrolysis, atomic layer deposition) produce kilogram quantities of consistent SACs?
Beyond M-Nβ: Can SACs on metal oxide, sulfide, or carbide supports achieve performance matching or exceeding the well-studied M-N-C systems?Referenced Papers
- [1] Cao, P. et al. (2025). Breaking symmetry for better catalysis: insights into SAC design. Chem. Soc. Rev. DOI: 10.1039/d4cs01031k
- [2] Yang, C.-J. et al. (2025). A Mn-Rh dual SAC for relay catalysis reversing chemoselectivity. Chemical Science. DOI: 10.1039/d4sc08658a
- [3] Zeng, H. et al. (2025). Differential catalytic mechanism in metal cluster-decorated SAC. J. Hazardous Materials. DOI: 10.1016/j.jhazmat.2025.138029
- [4] Ali, S.A. et al. (2025). Operando characterisation in SAC-derived electrochemical COβ conversion. Chem. Commun. DOI: 10.1039/d5cc01287b
- [5] Wu, Y. et al. (2025). Gd-Mediated Ir-GdβOβ SAC for CHβ and NβO covalorization. J. Am. Chem. Soc. DOI: 10.1021/jacs.5c07233
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μ°κ΅¬ μ§λ¬Έ
λ¨μΌ μμ μ΄λ§€(SAC)λ μμ ν¨μ¨μ κ·Ήνμ λνλΈλ€: λͺ¨λ κΈμ μμκ° μ§μ§μ²΄ λ¬Όμ§ μμ κ³ λ¦½λ μμΉλ‘ μ‘΄μ¬νλ©° μ΄λ§€ νμ±μ λ€λ€. Zhang et al.μ΄ 2011λ
μ΄ μ©μ΄λ₯Ό λ§λ μ΄ν, SACλ CO μ°νμμ COβ νμ, μ κΈ° ν©μ±μ μ΄λ₯΄λ λ°μμμ λλΌμ΄ μ νμ±μ 보μ¬μ£Όμλ€. μ νμ μΈ SACλ M-Nβ λͺ¨ν°νλ‘, νμ κΈ°μ§ λ΄μμ λ¨μΌ κΈμ μμκ° λ€ κ°μ μ§μ μμμ λ°°μνλ ꡬ쑰μ΄λ€. κ·Έλ°λ° λͺ¨λ SAC κΈμ μμΉλ λμΌνκ² κ±°λνλκ°, μλλ©΄ "λ¨μΌ μμ"λΌλ ννμ΄ κ΅¬μ‘°μ λΆκ· μΌμ±μ κ°λ¦¬λ μ€ν΄μ μμ§κ° μλ λ¨μνμΈκ°?
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Chemical Society Reviewsμ λ°νλ Cao et al. (2025)μ SAC μ€κ³μμμ λμΉ κΉ¨μ§ μ λ΅μ κ²ν νμλ€. ν΅μμ μΈ M-Nβ μμΉλ Cβα΅₯ λμΉμ κ°μ§λ©°, κΈμ μ£Όλ³μ μ μ λ°λλ₯Ό κ· μΌνκ² λΆν¬μν¨λ€. N νλλ₯Ό S, O λλ 곡곡(vacancy)μΌλ‘ μΉννκ±°λ μΆ λ°©ν₯ 리κ°λλ₯Ό λμ
νλ λ°©μμΌλ‘ μ΄ λμΉμ κΉ¨λ©΄, νΉμ λ°μ κ²½λ‘λ₯Ό μ νΈνλ λΉλμΉ μ μ λ°λκ° νμ±λλ€. μ΄ ν΅μ°°μ SAC μ€κ³μ κ΄μ μ "κ³ λ¦½ μμμ μ΅λν"μμ "κ΅μ λ°°μ νκ²½μ μ λ°ν 곡νμ μ€κ³"λ‘ μ¬μ 립νλ€.
Yang et al. (2025)μ 릴λ μ΄ μ΄λ§€ μμ©μ ꡬννλ μ΄μ€ λ¨μΌ μμ μ΄λ§€(Mn-Rh DAC)λ₯Ό μμ°νμλ€: Mn μμΉμμ νλμ λ°μ λ¨κ³κ° μνλκ³ , μμ±λ¬Όμ΄ μΈμ ν Rh μμΉλ‘ μ΄λνμ¬ λ λ²μ§Έ λ¨κ³κ° μ§νλ¨μΌλ‘μ¨ κΈ°μ‘΄μ ννμ νμ±μ΄ μμ λλ€. μ΄ μ°κ΅¬λ SACκ° λ¨μΌ μμΉ μ΄λ§€ μμ©μ κ΅νλμ§ μμμ 보μ¬μ€λ€. λ κ°μ§ μλ‘ λ€λ₯Έ SAC μμΉμ μ λ°ν 곡κ°μ λ°°μ΄μ μ΄λ νμͺ½λ§μΌλ‘λ λΆκ°λ₯ν μλ‘μ΄ λ°μ κ²½λ‘λ₯Ό λ§λ€μ΄λΌ μ μλ€.
Zeng et al. (2025)μ λ¨μΌ μ² μμμ 곡쑴νλ μ² ν΄λ¬μ€ν°κ° μ°¨λ³μ μ΄λ§€ λ©μ»€λμ¦μ νμ±νμ¬, μλ‘ λ€λ₯Έ μμΉ μ νμ μ€μΌλ¬Όμ΄ ν‘μ°©λ λ μ κΈ° μ€μΌλ¬Ό μ κ±°λ₯Ό μν μμ΄ν PMS νμ±ν κ²½λ‘κ° μ λ°λ¨μ 보μ¬μ£Όμλ€. Ali et al. (2025)μ λ°μ 쑰건 νμμ SAC κ±°λμ μ΄ν΄νλ λ° νμμ μΈ μ‘°μ μ€ νΉμ±ν κΈ°μ (in-situ XAS, PM-IRAS, μ€λκΈ°μ XPS)μ κ²ν νμλ€.
μ£Όμ μ£Όμ₯ λ° κ·Όκ±°
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| μ£Όμ₯ | κ·Όκ±° | νμ |
|---|
| λμΉ κΉ¨μ§μ΄ SAC μ νμ±μ ν₯μμν¨λ€ | λΉλμΉ λ°°μκ° d-λ°΄λ ꡬ쑰μ ν‘μ°© μλμ§λ₯Ό μ‘°μ¨νλ€ (Cao et al. 2025) | μΆ©λΆν λ·λ°μΉ¨λ¨; λΆμνλ μ€κ³ μ리 |
| μ΄μ€ SACκ° λ¦΄λ μ΄ μ΄λ§€ μμ©μ κ°λ₯νκ² νλ€ | Mn-Rh DACκ° κ³΅κ°μ μμΉ λ°°μ΄μ ν΅ν΄ ννμ νμ±μ μμ μν¨λ€ (Yang et al. 2025) | μ€μ¦λ¨; λ¨μΌ μμΉ μ΄λ§€ μμ©μ λμ΄μλ μλ‘μ΄ ν¨λ¬λ€μ |
| κΈμ ν΄λ¬μ€ν°κ° λ¨μΌ μμλ₯Ό 보μνλ€ | Fe ν΄λ¬μ€ν° + Fe SACκ° μ°¨λ³μ PMS νμ±ν λ©μ»€λμ¦μ νμ±νλ€ (Zeng et al. 2025) | λ·λ°μΉ¨λ¨; 곡쑴νλ μμΉκ° μμ΄ν μ°ν κ²½λ‘λ₯Ό μμ±νλ€ |
| SAC μ΄ν΄λ₯Ό μν΄ μ‘°μ μ€ νΉμ±νκ° νμμ μ΄λ€ | in-situ XASκ° μ΄λ§€ μμ© μ€ λμ ꡬ쑰 λ³νλ₯Ό λλ¬λΈλ€ (Ali et al. 2025) | νμΈλ¨; ex-situ νΉμ±νλ λΆμΆ©λΆνλ€ |
λ―Έν΄κ²° μ§λ¬Έ
μμ μ±: SAC μμΉλ κ°νΉν λ°μ 쑰건(κ³ μ¨, μ°ν/νμ λΆμκΈ°) νμμ ν΄λ¬μ€ν°λ‘ μμ§λ μ μλ€. μ°μ
μ μκ° κ·λͺ¨μμ SAC μμ μ±μ μ΄λ»κ² μ μ§ν μ μλκ°?
λ΄μ§λ νκ³: κΈμ λ΄μ§λμ΄ λμμλ‘ νμ±μ΄ μ¦κ°νμ§λ§ μμ§ μνλ 컀μ§λ€. κ° κΈμ-μ§μ§μ²΄ μ‘°ν©μμ μ€μ©μ μΌλ‘ λ¬μ± κ°λ₯ν SAC μ΅λ λ΄μ§λμ μΌλ§μΈκ°?
κ·λͺ¨ νλ: λλΆλΆμ SACλ λ°λ¦¬κ·Έλ¨ κ·λͺ¨λ‘ ν©μ±λλ€. μ°μ
μ ν©μ± λ°©λ²(νμΌ λΆλ¬΄ μ΄λΆν΄, μμμΈ΅ μ¦μ°©)μΌλ‘ κ· μΌν SACλ₯Ό ν¬λ‘κ·Έλ¨ λ¨μλ‘ μμ°ν μ μλκ°?
M-Nβλ₯Ό λμ΄μ: κΈμ μ°νλ¬Ό, ν©νλ¬Ό λλ ννλ¬Ό μ§μ§μ²΄ μμ SACκ° μ μ°κ΅¬λ M-N-C μμ€ν
μ νμ νκ±°λ μ΄λ₯Ό λ₯κ°νλ μ±λ₯μ λ¬μ±ν μ μλκ°?μ°Έκ³ λ
Όλ¬Έ
- [1] Cao, P. μΈ (2025). λ λμ μ΄λ§€ μμ©μ μν λμΉ νκ΄΄: SAC μ€κ³μ λν ν΅μ°°. Chem. Soc. Rev. DOI: 10.1039/d4cs01031k
- [2] Yang, C.-J. μΈ (2025). ννμ νμ±μ μμ μν€λ 릴λ μ΄ μ΄λ§€ μμ©μ μν Mn-Rh μ΄μ€ SAC. Chemical Science. DOI: 10.1039/d4sc08658a
- [3] Zeng, H. μΈ (2025). κΈμ ν΄λ¬μ€ν° μ₯μ SACμμμ μ°¨λ³μ μ΄λ§€ λ©μ»€λμ¦. J. Hazardous Materials. DOI: 10.1016/j.jhazmat.2025.138029
- [4] Ali, S.A. μΈ (2025). SAC κΈ°λ° μ κΈ°ννμ COβ μ νμμμ μ€νΌλλ νΉμ± λΆμ. Chem. Commun. DOI: 10.1039/d5cc01287b
- [5] Wu, Y. μΈ (2025). CHβ λ° NβO 곡λ κ°μΉνλ₯Ό μν Gd λ§€κ° Ir-GdβOβ SAC. J. Am. Chem. Soc. DOI: 10.1021/jacs.5c07233
References (5)
Cao, P., Mu, X., Chen, F., Wang, S., Liao, Y., Liu, H., et al. (2025). Breaking symmetry for better catalysis: insights into single-atom catalyst design. Chemical Society Reviews, 54(8), 3848-3905.
Yang, C., Huang, Y., Zhang, Y., Pan, Y., Yang, J., Pan, Y., et al. (2025). A MnβRh dual single-atom catalyst for inducing CβC cleavage: relay catalysis reversing chemoselectivity in CβH oxidation. Chemical Science, 16(17), 7329-7338.
Zeng, H., Che, Y., Yang, B., Deng, J., Zhang, C., Wang, J., et al. (2025). Differential catalytic mechanism induced by selective adsorption of pollutants in metal clusters decorated single atom catalyst mediated heterogeneous Fenton-like reaction. Journal of Hazardous Materials, 491, 138029.
Ali, S. A., Sadiq, I., & Ahmad, T. (2025). Operando characterization technique innovations in single-atom catalyst-derived electrochemical CO2 conversion. Chemical Communications, 61(45), 8157-8169.
Wu, Y., Wang, H., Xiao, F., & Wu, Z. (2025). Gadolinium-Mediated Oxygen Affinity Induced Efficient Covalorization of CH4 and N2O in an IrβGd2O3 Single-Atom Catalyst. Journal of the American Chemical Society, 147(29), 25787-25798.