Large-Scale Production of High-Loading Single-Atom Catalysts for Electrochemical Energy Conversion and Storage Applications

Jin Yan , Nadia Batool , Zhangsen Chen , Qian Zhang , Kai Zeng , Tianyi Gu , Chengyi Lu , Jie Guo , Shuhui Sun , Ruizhi Yang

Electrochemical Energy Reviews ›› 2025, Vol. 8 ›› Issue (1) : 29

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Electrochemical Energy Reviews ›› 2025, Vol. 8 ›› Issue (1) :29 DOI: 10.1007/s41918-025-00261-0
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Large-Scale Production of High-Loading Single-Atom Catalysts for Electrochemical Energy Conversion and Storage Applications
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Abstract

Abstract

The development of low-cost and highly efficient electrocatalysts is crucial for the widespread adoption of clean energy technologies. Single-atom catalysts (SACs) have attracted extensive attention because of their exceptional catalytic performance and metal utilization. However, conventional methods for synthesizing SACs often have disadvantages such as an extremely low degree of metal loading and limited yield. Therefore, techniques for the scalable fabrication of SACs with high degrees of metal loading for use in practical applications are strongly needed. In this review, we first explore various design strategies for synthesizing stable SACs. Afterward, we highlight recent advances in improving the mass activity of SACs with high degrees of metal loading and introduce a universal strategy for synthesizing SACs on various supports. Furthermore, we provide a summary of facile strategies for the large-scale preparation of SACs for various electrocatalytic applications, including the oxygen reduction reaction, oxygen evolution reaction, hydrogen evolution reaction, and CO2 reduction reaction. Finally, we discuss the challenges and perspectives of the large-scale production of SACs for use in practical applications. This review offers valuable guidance for the design of high-loading SACs.

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SACs / Large-scale production / Electrocatalysis / Catalytic performance / Energy conversion and storage applications

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Jin Yan, Nadia Batool, Zhangsen Chen, Qian Zhang, Kai Zeng, Tianyi Gu, Chengyi Lu, Jie Guo, Shuhui Sun, Ruizhi Yang. Large-Scale Production of High-Loading Single-Atom Catalysts for Electrochemical Energy Conversion and Storage Applications. Electrochemical Energy Reviews, 2025, 8(1): 29 DOI:10.1007/s41918-025-00261-0

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References

[1]

Zhao YF, Jiang WJ, Zhang JQet al. . Anchoring sites engineering in single-atom catalysts for highly efficient electrochemical energy conversion reactions. Adv. Mater.. 2021, 33. 2102801

[2]

Ma S, Han W, Han Wet al. . Recent advances and future perspectives in MOF-derived single-atom catalysts and their application: a review. J. Mater. Chem. A. 2023, 11: 3315-3363.

[3]

Chen R, Chen S, Wang Let al. . Nanoscale metal particle modified single-atom catalyst: synthesis, characterization, and application. Adv. Mater.. 2024, 36. 2304713

[4]

Hu C, Hu Y, Zhang Bet al. . Advanced catalyst design strategies and in-situ characterization techniques for enhancing electrocatalytic activity and stability of oxygen evolution reaction. Electrochem. Energy Rev.. 2024, 7. 19

[5]

Zhao D, Zhuang Z, Cao Xet al. . Atomic site electrocatalysts for water splitting, oxygen reduction and selective oxidation. Chem. Soc. Rev.. 2020, 49: 2215-2264.

[6]

Wu M, Zhang G, Wang Wet al. . Electronic metal-support interaction modulation of singl-atom electrocatalysts for rechargeable zinc-air batteries. Small Methods. 2022, 6: 2100947.

[7]

Lu BZ, Liu QM, Chen SW. Electrocatalysis of single-atom sites: impacts of atomic coordination. ACS Catal.. 2020, 107584-7618.

[8]

Uzun A, Ortalan V, Browning NDet al. . Site-isolated iridium complexes on MgO powder: Individual Ir atoms imaged by scanning transmission electron microscopy. Chem. Commun.. 2009.

[9]

Hackett SEJ, Brydson RM, Gass MHet al. . High-activity, single-site mesoporous Pd/Al2O3 catalysts for selective aerobic oxidation of allylic alcohols. Angew. Chem. Int. Edit.. 2007, 46: 8593-8596.

[10]

Fu Q, Saltsburg H, Flytzani-Stephanopoulos M. Active nonmetallic Au and Pt species on ceria-based water-gas shift catalysts. Science. 2003, 301: 935-938.

[11]

Asakura K, Nagahiro H, Ichikuni Net al. . Structure and catalytic combustion activity of atomically dispersed Pt species at MgO surface. Appl. Catal. A Gen.. 1999, 188: 313-324.

[12]

Qiao B, Wang A, Yang Xet al. . Single-atom catalysis of CO oxidation using Pt1/FeOx. Nat. Chem.. 2011, 3: 634-641.

[13]

Duan D, Huo J, Chen Jet al. . Hf and Co dual single atoms Co-doped carbon catalyst enhance the oxygen reduction performance. Small. 2024, 20. 2310491

[14]

Yan J, Gu T, Shi Ret al. . Heteroatom sulfur-doping in single-atom Fe–NC catalysts for durable oxygen reduction reaction in both alkaline and acidic media. J. Mater. Chem. A. 2023, 11: 16180-16189.

[15]

Ji D, Fan L, Li Let al. . Atomically transition metals on self-supported porous carbon flake arrays as binder-free air cathode for wearable zinc-air batteries. Adv. Mater.. 2019, 31. 1808267

[16]

Stambula S, Gauquelin N, Bugnet Met al. . Chemical structure of nitrogen-doped graphene with single platinum atoms and atomic clusters as a platform for the PEMFC electrode. J. Phys. Chem. C. 2014, 118: 3890-3900.

[17]

Sun S, Zhang G, Gauquelin Net al. . Single-atom catalysis using Pt/graphene achieved through atomic layer deposition. Sci. Rep.. 2013, 3: 1775.

[18]

Lv YK, Wang K, Sun WYet al. . A universal electrochemical synthetic strategy for the direct assembly of single-atom catalysts. Adv. Sci.. 2023, 10. 2304656

[19]

Liu SW, Wang MY, Yang XXet al. . Chemical vapor deposition for atomically dispersed and nitrogen coordinated single metal site catalysts. Angew. Chem. Int. Ed.. 2020, 5921698-21705.

[20]

Guo W, Wang Z, Wang Xet al. . General design concept for single-atom catalysts toward heterogeneous catalysis. Adv. Mater.. 2021, 33. 2004287

[21]

Dong F, Wu M, Chen Zet al. . Atomically dispersed transition metal-nitrogen-carbon bifunctional oxygen electrocatalysts for zinc-air batteries: recent advances and future perspectives. Nano-Micro Lett.. 2021, 14. 36

[22]

Hossain M, Zhang L, Neagu Ret al. . Free-standing single-atom ctalyst-based electrodes for CO2 reduction. Electrochem. Energy Rev.. 2024, 7: 5.

[23]

Zhang J, Yang H, Liu B. Coordination engineering of single-atom catalysts for the oxygen reduction reaction: a review. Adv. Energy Mater.. 2020, 11. 2002473

[24]

Zhou Y, Xi W, Xie Zet al. . High-loading Pt single-atom catalyst on CeO2-modified diatomite support. Chem. Asian J.. 2021, 162622-2625.

[25]

Zhu WZ, Meng Y, Yang CXet al. . Effect of coordination environment surrounding a single Pt site on the liquid-phase aerobic oxidation of 5-hydroxymethylfurfural. ACS Appl. Mater. Interfaces. 2021, 13: 48582-48594.

[26]

Song K, Liu J, Dai Het al. . Atomically dispersed Ni induced by ultrahigh N-doped carbon enables stable sodium storage. Chem.. 2021, 7: 2684-2694.

[27]

Li X, Kou ZK, Wang J. Manipulating interfaces of electrocatalysts down to atomic scales: fundamentals, strategies, and electrocatalytic applications. Small Methods. 2021, 5: 2001010.

[28]

Xi JB, Jung HS, Xu Yet al. . Synthesis strategies, catalytic applications, and performance regulation of single-atom catalysts. Adv. Funct. Mater.. 2021, 31. 2008318

[29]

Zago S, Scarpetta-Pizo L, Zagal Jet al. . PGM-free biomass-derived electrocatalysts for oxygen reduction in energy conversion devices: promising materials. Electrochem. Energy Rev.. 2024, 71.

[30]

Wu M, Dong F, Yang Yet al. . Emerging atomically precise metal nanoclusters and ultrasmall nanoparticles for efficient electrochemical energy catalysis: synthesis strategies and surface/interface engineering. Electrochem. Energy Rev.. 2024, 710.

[31]

Zhang Y, Guo L, Tao Let al. . Defect-based single-atom electrocatalysts. Small Methods. 2018, 3. 1800406

[32]

Wan J, Chen W, Jia Cet al. . Defect effects on TiO2 nanosheets: stabilizing single atomic site Au and promoting catalytic properties. Adv. Mater.. 2018, 30. 1705369

[33]

Deng J, Li H, Xiao Jet al. . Triggering the electrocatalytic hydrogen evolution activity of the inert two-dimensional MoS2 surface via single-atom metal doping. Energy Environ. Sci.. 2015, 81594-1601.

[34]

Zhang J, Zhao Y, Guo Xet al. . Single platinum atoms immobilized on an MXene as an efficient catalyst for the hydrogen evolution reaction. Nat. Catal.. 2018, 1: 985-992.

[35]

Rong X, Wang HJ, Lu XLet al. . Controlled synthesis of a vacancy-defect single-atom catalyst for boosting CO2 electroreduction. Angew. Chem. Int. Ed.. 2020, 59: 1961-1965.

[36]

Wu Z, Hwang I, Cha Get al. . Optimized Pt single atom harvesting on TiO2 nanotubes-towards a most efficient photocatalyst. Small. 2021, 18. 2104892

[37]

Jiang Z, Jing M, Feng Xet al. . Stabilizing platinum atoms on CeO2 oxygen vacancies by metal-support interaction induced interface distortion: mechanism and application. Appl. Catal. B Environ.. 2020, 278. 119304

[38]

Lou Y, Cai Y, Hu Wet al. . Identification of active area as active center for CO oxidation over single Au atom catalyst. ACS Catal.. 2020, 10: 6094-6101.

[39]

Cai J, Cao A, Wang Zet al. . Surface oxygen vacancies promoted Pt redispersion to single-atoms for enhanced photocatalytic hydrogen evolution. J. Mater. Chem. A. 2021, 9: 13890-13897.

[40]

Liu Z, Li S, Yang Jet al. . Ultrafast construction of oxygen-containing scaffold over graphite for trapping Ni2+ into single atom catalysts. ACS Nano. 2020, 14: 11662-11669.

[41]

Li Z, Yang Y, Wang Set al. . High-density ruthenium single atoms anchored on oxygen-vacancy-rich g-C3N4-C-TiO2 heterostructural nanosphere for efficient electrocatalytic hydrogen evolution reaction. ACS Appl. Mater. Interf.. 2021, 13: 46608-46619.

[42]

Guo X, Zhang H, Yang Het al. . Single Ni supported on Ti3C2O2 for uninterrupted CO2 catalytic hydrogenation to formic acid: a DFT study. Sep. Purif. Technol.. 2021, 279. 119722

[43]

Zhang H, Yu L, Chen Tet al. . Surface modulation of hierarchical MoS2 nanosheets by Ni single atoms for enhanced electrocatalytic hydrogen evolution. Adv. Funct. Mater.. 2018, 28. 1807086

[44]

Zheng J, Lebedev K, Wu Set al. . High loading of transition metal single atoms on chalcogenide catalysts. J. Am. Chem. Soc.. 2021, 143: 7979-7990.

[45]

Yao X, Chen Z, Wang Yet al. . Activated basal planes of WS2 by intrinsic defects as catalysts for the electrocatalytic nitrogen reduction reaction. J. Mater. Chem. A. 2019, 7: 25961-25968.

[46]

Liu G, Robertson AW, Li MMet al. . MoS2 monolayer catalyst doped with isolated Co atoms for the hydrodeoxygenation reaction. Nat. Chem.. 2017, 9: 810-816.

[47]

Li H, Wang S, Sawada Het al. . Atomic structure and dynamics of single platinum atom interactions with monolayer MoS2. ACS Nano. 2017, 11: 3392-3403.

[48]

Xuan N, Chen J, Shi Jet al. . Single-atom electroplating on two dimensional materials. Chem. Mater.. 2018, 31: 429-435.

[49]

Zhang J, Xu X, Yang Let al. . Single-atom Ru doping induced phase transition of MoS2 and S vacancy for hydrogen evolution reaction. Small Methods. 2019, 3. 1900653

[50]

Jiang K, Luo M, Liu Zet al. . Rational strain engineering of single-atom ruthenium on nanoporous MoS2 for highly efficient hydrogen evolution. Nat. Commun.. 2021, 12. 1687

[51]

Liu J, Jiao M, Mei Bet al. . Carbon-supported divacancy-anchored platinum single-atom electrocatalysts with superhigh Pt utilization for the oxygen reduction reaction. Angew. Chem. Int. Ed.. 2019, 58: 1163-1167.

[52]

Zheng T, Jiang K, Ta Net al. . Large-scale and highly selective CO2 electrocatalytic reduction on nickel single-atom catalyst. Joule. 2019, 3: 265-278.

[53]

Huang F, Deng Y, Chen Yet al. . Anchoring Cu1 species over nanodiamond-graphene for semi-hydrogenation of acetylene. Nat. Commun.. 2019, 10: 4431.

[54]

Qiu HJ, Ito Y, Cong Wet al. . Nanoporous graphene with single-atom nickel dopants: an efficient and stable catalyst for electrochemical hydrogen production. Angew. Chem. -Int. Edit.. 2015, 5414031-14035.

[55]

Yang H, Zhang X, Yu Yet al. . Manganese vacancy-confined single-atom Ag in cryptomelane nanorods for efficient wacker oxidation of styrene derivatives. Chem. Sci.. 2021, 12: 6099-6106.

[56]

Zhao D, Chen Z, Yang Wet al. . MXene (Ti3C2) vacancy-confined single-atom catalyst for efficient functionalization of CO2. J. Am. Chem. Soc.. 2019, 141: 4086-4093.

[57]

Qiao B, Liu J, Wang YGet al. . Highly efficient catalysis of preferential oxidation of CO in H2-rich stream by gold single-atom catalysts. ACS Catal.. 2015, 5: 6249-6254.

[58]

Jiang K, Liu B, Luo Met al. . Single platinum atoms embedded in nanoporous cobalt selenide as electrocatalyst for accelerating hydrogen evolution reaction. Nat. Commun.. 2019, 10: 1743.

[59]

Cui L, Fan K, Zong Let al. . Sol-gel pore-sealing strategy imparts tailored electronic structure to the atomically dispersed Ru sites for efficient oxygen reduction reaction. Energy Storage Mater.. 2022, 44469-476.

[60]

Jiang R, Li L, Sheng Tet al. . Edge-site engineering of atomically dispersed Fe–N4 by selective C-N bond cleavage for enhanced oxygen reduction reaction activities. J. Am. Chem. Soc.. 2018, 140: 11594-11598.

[61]

Dvorak F, Farnesi Camellone M, Tovt Aet al. . Creating single-atom Pt-ceria catalysts by surface step decoration. Nat. Commun.. 2016, 7: 10801.

[62]

Xue Z, Yan M, Yu Xet al. . One-dimensional segregated single Au sites on step-rich ZnO ladder for ultrasensitive NO2 sensors. Chem.. 2020, 63364-3373.

[63]

Fu X, Li N, Ren Bet al. . Tailoring FeN4 sites with edge enrichment for boosted oxygen reduction performance in proton exchange membrane fuel cell. Adv. Energy Mater.. 2019, 9. 1803737

[64]

Zhang J, Chen J, Luo Yet al. . A defect-driven atomically dispersed Fe–N–C electrocatalyst for bifunctional oxygen electrocatalytic activity in Zn-air batteries. J. Mater. Chem. A. 2021, 9: 5556-5565.

[65]

Wang R, Yang Y, Zhao Yet al. . Multiscale structural engineering of atomically dispersed FeN4 electrocatalyst for proton exchange membrane fuel cells. J. Energy Chem.. 2021, 58: 629-635.

[66]

Yang W, Zhao M, Ding Xet al. . The effect of coordination environment on the kinetic and thermodynamic stability of single-atom iron catalysts. Phys. Chem. Chem. Phys.. 2020, 22: 3983-3989.

[67]

Chen Y, Li Z, Zhu Yet al. . Atomic Fe dispersed on N-doped carbon hollow nanospheres for high-efficiency electrocatalytic oxygen reduction. Adv. Mater.. 2019, 31. 1806312

[68]

Zhou Y, Yu Y, Ma Det al. . Atomic Fe dispersed hierarchical mesoporous Fe–N–C nanostructures for an efficient oxygen reduction reaction. ACS Catal.. 2020, 11: 74-81.

[69]

Wang Y, Liu K, Li Jet al. . CoN4 active sites in locally distorted carbon structure for efficient oxygen reduction reaction via regulating coordination environment. Chem. Eng. J.. 2022, 429. 132119

[70]

Yang HQ, Chen ZW, Kou SQet al. . Carbon-supported catalysts with atomically dispersed metal sites for oxygen electroreduction: present and future perspectives. J. Mater. Chem. A. 2021, 9: 15919-15936.

[71]

Pan Y, Chen Y, Wu Ket al. . Regulating the coordination structure of single-atom Fe–NxCy catalytic sites for benzene oxidation. Nat. Commun.. 2019, 10: 4290.

[72]

Fei H, Dong J, Feng Yet al. . General synthesis and definitive structural identification of MN4C4 single-atom catalysts with tunable electrocatalytic activities. Nat. Catal.. 2018, 163-72.

[73]

Zhu C, Shi Q, Xu BZet al. . Hierarchically porous M-N–C (M = Co and Fe) single-atom electrocatalysts with robust MNx active moieties enable enhanced ORR performance. Adv. Energy Mater.. 2018, 8. 1801956

[74]

Zheng W, Wang Y, Shuai Let al. . Highly boosted reaction kinetics in carbon dioxide electroreduction by surface-introduced electronegative dopants. Adv. Funct. Mater.. 2021, 31. 2008146

[75]

Yan C, Li H, Ye Yet al. . Coordinatively unsaturated nickel-nitrogen sites towards selective and high-rate CO2 electroreduction. Energy Environ. Sci.. 2018, 11: 1204-1210.

[76]

Ma S, Han Z, Leng Ket al. . Ionic exchange of metal-organic frameworks for constructing unsaturated copper single-atom catalysts for boosting oxygen reduction reaction. Small. 2020, 16: 2001384.

[77]

Wang Y, Jia G, Cui Xet al. . Coordination number regulation of molybdenum single-atom nanozyme peroxidase-like specificity. Chem.. 2021, 7436-449.

[78]

Wang X, Chen Z, Zhao Xet al. . Regulation of coordination number over single Co sites: triggering the efficient electroreduction of CO2. Angew. Chem. Int. Ed.. 2018, 57: 1944-1948.

[79]

Lai Q, Zheng L, Liang Yet al. . Metal–organic-framework-derived Fe–N/C electrocatalyst with five-coordinated Fe–Nx sites for advanced oxygen reduction in acid media. ACS Catal.. 2017, 7: 1655-1663.

[80]

Bushira FA, Kitte SA, Li Het al. . Enzyme-like Fe–N5 single atom catalyst for simultaneous electrochemical detection of dopamine and uric acid. J. Electroanal. Chem.. 2022, 904. 115956

[81]

Luo X, Wei X, Wang Het al. . Secondary-atom-doping enables robust Fe–N–C single-atom catalysts with enhanced oxygen reduction reaction. Nano-Micro Lett.. 2020, 12: 163.

[82]

Huang L, Chen JX, Gan LFet al. . Single-atom nanozymes. Sci. Adv.. 2019, 5. eaav5490

[83]

Chen Z, Gong W, Liu Zet al. . Coordination-controlled single-atom tungsten as a non-3d-metal oxygen reduction reaction electrocatalyst with ultrahigh mass activity. Nano Energy. 2019, 60394-403.

[84]

Li XY, Rong HP, Zhang JTet al. . Modulating the local coordination environment of single-atom catalysts for enhanced catalytic performance. Nano Res.. 2020, 13: 1842-1855.

[85]

Sun T, Mitchell S, Li Jet al. . Design of local atomic environments in single-atom electrocatalysts for renewable energy conversions. Adv. Mater.. 2021, 33. 2003075

[86]

Hou Y, Qiu M, Kim MGet al. . Atomically dispersed nickel-nitrogen-sulfur species anchored on porous carbon nanosheets for efficient water oxidation. Nat. Commun.. 2019, 10: 1392.

[87]

Sun X, Tuo Y, Ye Cet al. . Phosphorus induced electron localization of single iron sites for boosted CO2 electroreduction reaction. Angew. Chem. Int. Edit.. 2021, 6023614-23618.

[88]

Liu W, Cao L, Cheng Wet al. . Single-site active cobalt-based photocatalyst with a long carrier lifetime for spontaneous overall water splitting. Angew. Chem. Int. Edit.. 2017, 56: 9312-9317.

[89]

Lu X, Tong A, Luo Det al. . Confining single Pt atoms from Pt clusters on multi-armed CdS for enhanced photocatalytic hydrogen evolution. J. Mater. Chem. A. 2022, 10: 4594-4600.

[90]

Choi CH, Kim M, Kwon HCet al. . Tuning selectivity of electrochemical reactions by atomically dispersed platinum catalyst. Nat. Commun.. 2016, 7: 10922.

[91]

Wan J, Zhao Z, Shang Het al. . In situ phosphatizing of triphenylphosphine encapsulated within metal-organic frameworks to design atomic Co1-P1N3 interfacial structure for promoting catalytic performance. J. Am. Chem. Soc.. 2020, 1428431-8439.

[92]

Jiang Z, Sun W, Shang Het al. . Atomic interface effect of a single atom copper catalyst for enhanced oxygen reduction reactions. Energy Environ. Sci.. 2019, 12: 3508-3514.

[93]

Yuan K, Lutzenkirchen-Hecht D, Li Let al. . Boosting oxygen reduction of single iron active sites via geometric and electronic engineering: nitrogen and phosphorus dual coordination. J. Am. Chem. Soc.. 2020, 142: 2404-2412.

[94]

Zhang J, Zhang M, Zeng Yet al. . Single Fe atom on hierarchically porous S, N-codoped nanocarbon derived from porphyra enable boosted oxygen catalysis for rechargeable Zn-air batteries. Small. 2019, 15: 1900307.

[95]

Li Q, Chen W, Xiao Het al. . Fe isolated single atoms on S, N codoped carbon by copolymer pyrolysis strategy for highly efficient oxygen reduction reaction. Adv. Mater.. 2018, 301800588.

[96]

Chen Z, Niu H, Ding Jet al. . Unraveling the origin of sulfur-doped Fe–N–C single-atom catalyst for enhanced oxygen reduction activity: effect of iron spin-state tuning. Angew. Chem. Int. Ed.. 2021, 6025404-25410.

[97]

Zhang J, Zhao Y, Chen Cet al. . Tuning the coordination environment in single-atom catalysts to achieve highly efficient oxygen reduction reactions. J. Am. Chem. Soc.. 2019, 141: 20118-20126.

[98]

Chen Y, Gao R, Ji Set al. . Atomic-level modulation of electronic density at cobalt single-atom sites derived from metal-organic frameworks: enhanced oxygen reduction performance. Angew. Chem. Int. Ed.. 2020, 60: 3212-3221.

[99]

Zeng Z, Gan LY, Bin Yang Het al. . Orbital coupling of hetero-diatomic nickel-iron site for bifunctional electrocatalysis of CO2 reduction and oxygen evolution. Nat. Commun.. 2021, 12. 4088

[100]

Yu D, Ma Y, Hu Fet al. . Dual-sites coordination engineering of single atom catalysts for flexible metal-air batteries. Adv. Energy Mater.. 2021, 11. 2101242

[101]

Li H, Wang J, Qi Ret al. . Enhanced Fe 3d delocalization and moderate spin polarization in Fe–Ni atomic pairs for bifunctional ORR and OER electrocatalysis. Appl. Catal. B Environ.. 2021, 285. 119778

[102]

Guo B, Ju Q, Ma Ret al. . Mechanochemical synthesis of multi-site electrocatalysts as bifunctional zinc-air battery electrodes. J. Mater. Chem. A. 2019, 7: 19355-19363.

[103]

Yang J, Zeng D, Li Jet al. . A highly efficient fenton-like catalyst based on isolated diatomic Fe–Co anchored on N-doped porous carbon. Chem. Eng. J.. 2021, 404. 126376

[104]

Wang J, You R, Zhao Cet al. . N-coordinated dual-metal single-site catalyst for low-temperature CO oxidation. ACS Catal.. 2020, 10: 2754-2761.

[105]

Wang J, Huang Z, Liu Wet al. . Design of N-coordinated dual-metal sites: a stable and active Pt-free catalyst for acidic oxygen reduction reaction. J. Am. Chem. Soc.. 2017, 139: 17281-17284.

[106]

Wu H, Yan J, Xu Xet al. . Synergistic effects for boosted persulfate activation in a designed Fe–Cu dual-atom site catalyst. Chem. Eng. J.. 2022, 428. 132611

[107]

Zhao X, Wang F, Kong XPet al. . Dual-metal hetero-single-atoms with different coordination for efficient synergistic catalysis. J. Am. Chem. Soc.. 2021, 143: 16068-16077.

[108]

Hu B, Huang A, Zhang Xet al. . Atomic Co/Ni dual sites with N/P-coordination as bifunctional oxygen electrocatalyst for rechargeable zinc-air batteries. Nano Res.. 2021, 14: 3482-3488.

[109]

Zhang L, Si R, Liu Het al. . Atomic layer deposited Pt-Ru dual-metal dimers and identifying their active sites for hydrogen evolution reaction. Nat. Commun.. 2019, 10: 4936.

[110]

Ma M, Kumar A, Wang Det al. . Boosting the bifunctional oxygen electrocatalytic performance of atomically dispersed Fe site via atomic Ni neighboring. Appl. Catal. B Environ.. 2020, 274. 119091

[111]

Zhu X, Zhang D, Chen C-Jet al. . Harnessing the interplay of Fe–Ni atom pairs embedded in nitrogen-doped carbon for bifunctional oxygen electrocatalysis. Nano Energy. 2020, 71. 104597

[112]

Chen Y, Ji S, Wang Yet al. . Isolated single iron atoms anchored on N-doped porous carbon as an efficient electrocatalyst for the oxygen reduction reaction. Angew. Chem. Int. Edit.. 2017, 566937-6941.

[113]

Wang J, Han G, Wang Let al. . ZIF-8 with ferrocene encapsulated: a promising precursor to single-atom Fe embedded nitrogen-doped carbon as highly efficient catalyst for oxygen electroreduction. Small. 2018, 14: 1704282.

[114]

Xiao M, Zhu J, Li Get al. . A single-atom iridium heterogeneous catalyst in oxygen reduction reaction. Angew. Chem. - Int. Edit.. 2019, 589640-9645.

[115]

Ji S, Chen Y, Zhao Set al. . Atomically dispersed ruthenium species inside metal-organic frameworks: combining the high activity of atomic sites and the molecular sieving effect of MOFs. Angew. Chem. Int. Ed.. 2019, 58: 4271-4275.

[116]

Li Z, Chen Y, Ji Set al. . Iridium single-atom catalyst on nitrogen-doped carbon for formic acid oxidation synthesized using a general host-guest strategy. Nat. Chem.. 2020, 12: 764-772.

[117]

Gong YN, Jiao L, Qian YYet al. . Regulating the coordinationenvironment of MOF-templated single-atom nickel electrocatalysts for boosting CO2 reduction. Angew. Chem. Int. Ed.. 2020, 59: 2705-2709.

[118]

Ao X, Zhang W, Li Zet al. . Markedly enhanced oxygen reduction activity of single-atom Fe catalysts via integration with Fe nanoclusters. ACS Nano. 2019, 13: 11853-11862.

[119]

Li Y, Wang Z, Xia Tet al. . Implementing metal-to-ligand charge transfer in organic semiconductor for improved visible-near-infrared photocatalysis. Adv. Mater.. 2016, 28: 6959-6965.

[120]

An S, Zhang G, Wang Tet al. . High-density ultra-small clusters and single-atom Fe sites embedded in graphitic carbon nitride (g-C3N4) for highly efficient catalytic advanced oxidation processes. ACS Nano. 2018, 12: 9441-9450.

[121]

Lu C, Chen Y, Yang Yet al. . Single-atom catalytic materials for lean-electrolyte ultrastable lithium-sulfur batteries. Nano Lett.. 2020, 20: 5522-5530.

[122]

Zeng Z, Su Y, Quan Xet al. . Single-atom platinum confined by the interlayer nanospace of carbon nitride for efficient photocatalytic hydrogen evolution. Nano Energy. 2020, 69. 104409

[123]

Chen Y, Ji S, Sun Wet al. . Discovering partially charged single-atom Pt for enhanced anti-markovnikov alkene hydrosilylation. J. Am. Chem. Soc.. 2018, 140: 7407-7410.

[124]

Wu Y, Ye C, Yu Let al. . Soft template-directed interlayer confinement synthesis of a Fe–Co dual single-atom catalyst for Zn-air batteries. Energy Storage Mater.. 2022, 45: 805-813.

[125]

Xiao FP, Wang HK, Xu Jet al. . Generating short-chain sulfur suitable for efficient sodium-sulfur batteries via atomic copper sites on a N,O-codoped carbon composite. Adv. Energy Mater.. 2021, 11. 2100989

[126]

Jing H, Zhao Z, Zhang Cet al. . Tuned single atom coordination structures mediated by polarization force and sulfur anions for photovoltaics. Nano Res.. 2021, 14: 4025-4032.

[127]

Han G, Zheng Y, Zhang Xet al. . High loading single-atom Cu dispersed on graphene for efficient oxygen reduction reaction. Nano Energy. 2019, 66. 104088

[128]

Xiong Y, Sun W, Han Yet al. . Cobalt single atom site catalysts with ultrahigh metal loading for enhanced aerobic oxidation of ethylbenzene. Nano Res.. 2021, 14: 2418-2423.

[129]

Yang P, Zuo S, Zhang Fet al. . Carbon nitride-based single-atom Cu catalysts for highly efficient carboxylation of alkynes with atmospheric CO2. Ind. Eng. Chem. Res.. 2020, 59: 7327-7335.

[130]

Zhang F, Li J, Liu Pet al. . Ultra-high loading single CoN3 sites in N-doped graphene-like carbon for efficient transfer hydrogenation of nitroaromatics. J. Catal.. 2021, 400: 40-49.

[131]

Yan J, Zeng K, Hu Wet al. . Mechanochemical-driven uniformly dispersed monatomic Fe–Nx coordination in carbon for facilitating efficient oxygen reduction reaction. ACS Sustain. Chem. Eng.. 2022, 10: 7553-7563.

[132]

Zhao L, Zhang Y, Huang LBet al. . Cascade anchoring strategy for general mass production of high-loading single-atomic metal-nitrogen catalysts. Nat. Commun.. 2019, 10: 1278.

[133]

Jiao L, Wu J, Zhong Het al. . Densely isolated FeN4 sites for peroxidase mimicking. ACS Catal.. 2020, 106422-6429.

[134]

Jin S, Ni Y, Hao Zet al. . A universal graphene quantum dot tethering design strategy to synthesize single-atom catalysts. Angew. Chem. Int. Ed.. 2020, 59: 21885-21889.

[135]

Wang Y, Zhang S, Meng Xet al. . Surface tuning to promote the electrocatalysis for oxygen evolution reaction: from metal-free to cobalt-based carbon electrocatalysts. ACS Appl. Mater. Interfaces. 2021, 13: 503-513.

[136]

Wang P, Xi BJ, Zhang ZCYet al. . Atomic tungsten on graphene with unique coordination enabling kinetically boosted lithium-sulfur batteries. Angew. Chem. Int. Ed.. 2021, 60: 15563-15571.

[137]

Shao C, Wu L, Zhang Het al. . A versatile approach to boost oxygen reduction of Fe–N4 sites by controllably incorporating sulfur functionality. Adv. Funct. Mater.. 2021, 31. 2100833

[138]

Kang S, Jeong YK, Mhin Set al. . Pulsed laser confinement of single atomic catalysts on carbon nanotube matrix for enhanced oxygen evolution reaction. ACS Nano. 2021, 15: 4416-4428.

[139]

Tang C, Jiao Y, Shi BYet al. . Coordinationtunes selectivity: two-electron oxygen reduction on high-loading molybdenum single-atomcatalysts. Angew. Chem. Int. Ed.. 2020, 59: 9171-9176.

[140]

Gu Y, Xi B, Tian Wet al. . Boosting selective nitrogen reduction via geometric coordination engineering on single-tungsten-atom catalysts. Adv. Mater.. 2021, 33. 2100429

[141]

Jiang M, Wang F, Yang Fet al. . Rationalization on high-loading iron and cobalt dual metal single atoms and mechanistic insight into the oxygen reduction reaction. Nano Energy. 2022, 93. 106793

[142]

Zhou Z, Shen Z, Song Cet al. . Boosting the activation of molecular oxygen and the degradation of tetracycline over high loading Ag single atomic catalyst. Water Res.. 2021, 201. 117314

[143]

Zhang LS, Jiang XH, Zhong ZAet al. . Carbon nitride supported high-loading Fe single-atom catalyst for activation of peroxymonosulfate to generate 1O2 with 100% selectivity. Angew. Chem. Int. Ed.. 2021, 60: 21751-21755.

[144]

Li JC, Maurya S, Kim YSet al. . Stabilizing single-atom iron electrocatalysts for oxygen reduction via ceria confining and trapping. ACS Catal.. 2020, 10: 2452-2458.

[145]

Li JC, Qin X, Xiao Fet al. . Highly dispersive cerium atoms on carbon nanowires as oxygen reduction reaction electrocatalysts for Zn-air batteries. Nano Lett.. 2021, 21: 4508-4515.

[146]

Cheng Y, Zhang JY, Wu Xet al. . A template-free method to synthesis high density iron single atoms anchored on carbon nanotubes for high temperature polymer electrolyte membrane fuel cells. Nano Energy. 2021, 80. 105534

[147]

Zhao S, Wang T, Zhou Get al. . Controlled one-pot synthesis of nickel single atoms embedded in carbon nanotube and graphene supports with high loading. ChemNanoMat. 2020, 6: 1063-1074.

[148]

Lei J, Liu HH, Yin DRet al. . Boosting the loading of metal single atoms via a bioconcentration strategy. Small. 2020, 16. 1905920

[149]

Sun Q, Ren WH, Zhao Yet al. . Gram-scale synthesis of single-atom metal-N-CNT catalysts for highly efficient CO2 electroreduction. Chem. Commun.. 2021, 57: 1514-1517.

[150]

Cheng Y, Zhao S, Johannessen Bet al. . Atomically dispersed transition metals on carbon nanotubes with ultrahigh loading for selective electrochemical carbon dioxide reduction. Adv. Mater.. 2018, 30. 1706287

[151]

Wang X, Sun J, Li Tet al. . Folic acid self-assembly synthesis of ultrathin N-doped carbon nanosheets with single-atom metal catalysts. Energy Storage Mater.. 2021, 36: 409-416.

[152]

Li F, Han G-F, Noh H-Jet al. . Boosting oxygen reduction catalysis with abundant copper single atom active sites. Energy Environ. Sci.. 2018, 11: 2263-2269.

[153]

Wu Q, Wang J, Wang Zet al. . High-loaded single Cu atoms decorated on N-doped graphene for boosting fenton-like catalysis under neutral pH. J. Mater. Chem. A. 2020, 8: 13685-13693.

[154]

Zhao S, Zhang L, Johannessen Bet al. . Designed iron single atom catalysts for highly efficient oxygen reduction reaction in alkaline and acid media. Adv. Mater. Interfaces. 2020, 8. 2001788

[155]

Wang S, Zhou P, Zhou Let al. . A unique gas-migration, trapping, and emitting strategy for high-loading single atomic Cd sites for carbon dioxide electroreduction. Nano Lett.. 2021, 21: 4262-4269.

[156]

Cheng Y, Guo HR, Li XPet al. . Rational design of ultrahigh loading metal single-atoms (Co, Ni, Mo) anchored on in-situ pre-crosslinked guar gum derived N-doped carbon aerogel for efficient overall water splitting. Chem. Eng. J.. 2021, 410. 128359

[157]

Liu D, Wu C, Chen Set al. . In situ trapped high-density single metal atoms within graphene: iron-containing hybrids as representatives for efficient oxygen reduction. Nano Res.. 2018, 11: 2217-2228.

[158]

Zhang BW, Jiao Y, Chao DLet al. . Targeted synergy between adjacent Co atoms on graphene oxide as an efficient new electrocatalyst for Li-CO2 batteries. Adv. Funct. Mater.. 2019, 29. 1904206

[159]

Qu Y, Wang L, Li Zet al. . Ambient synthesis of single-atom catalysts from bulk metal via trapping of atoms by surface dangling bonds. Adv. Mater.. 2019, 31. 1904496

[160]

Li Y, Wu J, Zhang Bet al. . Fast conversion and controlled deposition of lithium (poly)sulfides in lithium-sulfur batteries using high-loading cobalt single atoms. Energy Storage Mater.. 2020, 30: 250-259.

[161]

Wu Y, Wu J, Jiao Let al. . Cascade reaction system integrating single-atom nanozymes with abundant Cu sites for enhanced biosensing. Anal. Chem.. 2020, 92: 3373-3379.

[162]

Wu J, Zhou H, Li Qet al. . Densely populated isolated single Co-N site for efficient oxygen electrocatalysis. Adv. Energy Mater.. 2019, 9: 1900149.

[163]

Han JX, Bao HL, Wang JQet al. . 3D N-doped ordered mesoporous carbon supported single-atom Fe–N–C catalysts with superior performance for oxygen reduction reaction and zinc-air battery. Appl. Catal. B Environ.. 2021, 280. 119411

[164]

Cheng Y, He S, Lu Set al. . Iron single atoms on graphene as nonprecious metal catalysts for high-temperature polymer electrolyte membrane fuel cells. Adv. Sci.. 2019, 6. 1802066

[165]

Ye G, He Q, Liu Set al. . Cage-confinement of gas-phase ferrocene in zeolitic imidazolate frameworks to synthesize high-loading and atomically dispersed Fe–N codoped carbon for efficient oxygen reduction reaction. J. Mater. Chem. A. 2019, 716508-16515.

[166]

Yang Q, Yang CC, Lin CHet al. . Metal-organic-framework-derived hollow N-doped porous carbon with ultrahigh concentrations of single Zn atoms for efficient carbon dioxide conversion. Angew. Chem. Int. Edit.. 2019, 58: 3511-3515.

[167]

Yi JD, Xu R, Wu Qet al. . Atomically dispersed iron-nitrogen active sites within porphyrinic triazine-based frameworks for oxygen reduction reaction in both alkaline and acidic media. ACS Energy Lett.. 2018, 3: 883-889.

[168]

Kunwar D, Zhou S, DeLaRiva Aet al. . Stabilizing high metal loadings of thermally stable platinum single atoms on an industrial catalyst support. ACS Catal.. 2019, 9: 3978-3990.

[169]

Wang Q, Huang X, Zhao ZLet al. . Ultrahigh-loading of Ir single atoms on NiO matrix to dramatically enhance oxygen evolution reaction. J. Am. Chem. Soc.. 2020, 142: 7425-7433.

[170]

Guo T, Tang N, Lin Fet al. . High-loading single-atom copper catalyst supported on coordinatively unsaturated Al2O3 for selective synthesis of homoallylboronates. Chemsuschem. 2020, 13: 3115-3121.

[171]

Huang Z, Zhang J, Du Yet al. . Self-assembly of atomically dispersed Ag catalysts on polyhedral Co3O4 at elevated temperatures: a top-down nanofabrication of high-loading atomically dispersed catalysts. ChemCatChem. 2019, 12: 561-568.

[172]

Kumar A, Liu X, Lee Jet al. . Discovering ultrahigh loading of single-metal-atoms via surface tensile-strain for unprecedented urea electrolysis. Energy Environ. Sci.. 2021, 14: 6494-6505.

[173]

Wang L, Chen MX, Yan QQet al. . A sulfur-tethering synthesis strategy toward high-loading atomically dispersed noble metal catalysts. Sci. Adv.. 2019, 5. eaax6322

[174]

Yi MJ, Li N, Lu BBet al. . Single-atom Pt decorated in heteroatom (N, B, and F)-doped ReS2 grown on Mo2CTx for efficient pH-universal hydrogen evolution reaction and flexible Zn-air batteries. Energy Storage Mater.. 2021, 42: 418-429.

[175]

Li H, Wang L, Dai Yet al. . Synergetic interaction between neighbouring platinum monomers in CO2 hydrogenation. Nat. Nanotechnol.. 2018, 13: 411-417.

[176]

Zhang J, Wu X, Cheong WCet al. . Cation vacancy stabilization of single-atomic-site Pt1/Ni(OH)x catalyst for diboration of alkynes and alkenes. Nat. Commun.. 2018, 9. 1002

[177]

Zhang Y, Wu C, Jiang Het al. . Atomic iridium incorporated in cobalt hydroxide for efficient oxygen evolution catalysis in neutral electrolyte. Adv. Mater.. 2018, 30. 1707522

[178]

Chen X, Wan J, Wang Jet al. . Atomically dispersed ruthenium on nickel hydroxide ultrathin nanoribbons for highly efficient hydrogen evolution reaction in alkaline media. Adv. Mater.. 2021, 33. 2104764

[179]

Elbakkay MH, El-Dek SI, Farghali AAet al. . Highly active atomic Cu catalyst anchored on superlattice CoFe layered double hydroxide for efficient oxygen evolution electrocatalysis. Int. J. Hydrogen Energy. 2022, 47: 9876-9894.

[180]

Li P, Wang M, Duan Xet al. . Boosting oxygen evolution of single-atomic ruthenium through electronic coupling with cobalt-iron layered double hydroxides. Nat. Commun.. 2019, 10. 1711

[181]

Zhang G, Jia Y, Zhang Cet al. . A general route via formamide condensation to prepare atomically dispersed metal-nitrogen-carbon electrocatalysts for energy technologies. Energy Environ. Sci.. 2019, 12: 1317-1325.

[182]

Luo Y, Wang Y, Zhang Het al. . High-loading as single-atom catalysts harvested from wastewater towards efficient and sustainable oxygen reduction. Energy Environ. Sci.. 2024, 17: 123-133.

[183]

Deng ZW, Liu Y, Lin Jet al. . Rational design and energy catalytic application of high-loading single-atom catalysts. Rare Met.. 2024, 43: 4844-4866.

[184]

Hai X, Xi S, Mitchell Set al. . Scalable two-step annealing method for preparing ultra-high-density single-atom catalyst libraries. Nat. Nanotechnol.. 2021, 17: 174-181.

[185]

Zhao SY, Chen GX, Zhou GMet al. . A universal seeding strategy to synthesis single atom catalysts on 2D materials for electrocatalytic applications. Adv. Funct. Mater.. 2020, 30: 1906157.

[186]

Zheng W, Chen F, Zeng Qet al. . A universal principle to accurately synthesize atomically dispersed metal-N4 sites for CO2 electroreduction. Nano-Micro Lett.. 2020, 12. 108

[187]

Xiong Y, Sun W, Xin Pet al. . Gram-scale synthesis of high-loading single-atomic-site Fe catalysts for effective epoxidation of styrene. Adv. Mater.. 2020, 32. 2000896

[188]

Han L, Cheng H, Liu Wet al. . A single-atom library for guided monometallic and concentration-complex multimetallic designs. Nat. Mater.. 2022, 21681-688.

[189]

Shin H, Ko J, Park Cet al. . Sacrificial template-assisted synthesis of inorganic nanosheets with high-loading single-atom catalysts: a general approach. Adv. Funct. Mater.. 2021.

[190]

Han GF, Li F, Rykov AIet al. . Abrading bulk metal into single atoms. Nat. Nanotechnol.. 2022, 17: 403-407.

[191]

Yan H, Cheng H, Yi Het al. . Single-atom Pd1/graphene catalyst achieved by atomic layer deposition: remarkable performance in selective hydrogenation of 1,3-butadiene. J. Am. Chem. Soc.. 2015, 137: 10484-10487.

[192]

Yin P, Yao T, Wu Yet al. . Single cobalt atoms with precise N-coordination as superior oxygen reduction reaction catalysts. Angew. Chem. Int. Ed.. 2016, 55: 10800-10805.

[193]

Jones J, Xiong HF, DeLaRiva ATet al. . Thermally stable single-atom platinum-on-ceria catalysts via atom trapping. Science. 2016, 353: 150-154.

[194]

Liu J, Shan J, Lucci FRet al. . Palladium-gold single atom alloy catalysts for liquid phase selective hydrogenation of 1-hexyne. Catal. Sci. Technol.. 2017, 7: 4276-4284.

[195]

Liu PX, Zhao Y, Qin RXet al. . Photochemical route for synthesizing atomically dispersed palladium catalysts. Science. 2016, 352: 797-800.

[196]

Zhang SZ, Zhou QX, Fang LYet al. . Gram-scale synthesis and unraveling the activity origin of atomically dispersed Co-N4O sites toward superior electrocatalytic oxygen reduction. Appl. Catal. B Environ.. 2023, 328. 122489

[197]

Duan Y, Wang Y, Zhang Wet al. . Large-scale synthesis of high-loading single metallic atom catalysts by a metal coordination route. Adv. Mater.. 2024.

[198]

Campbell CT, Parker SC, Starr DE. The effect of size-dependent nanoparticle energetics on catalyst sintering. Science. 2002, 298: 811-814.

[199]

Asoro MA, Kovar D, Shao-Horn Yet al. . Coalescence and sintering of Pt nanoparticles: in situ observation by aberration-corrected HAADF STEM. Nanotechnology. 2010, 21. 025701

[200]

Hansen TW, DaLaRive AT, Challa SRet al. . Sintering of catalytic nanoparticles: Particle migration or ostwald ripening?. Accounts Chem. Res.. 2013, 46: 1720-1730.

[201]

Liu JC, Wang YG, Li J. Toward rational design of oxide-supported single-atom catalysts: atomic dispersion of gold on ceria. J. Am. Chem. Soc.. 2017, 139: 6190-6199.

[202]

Spezzati G, Su Y, Hofmann JPet al. . Atomically dispersed Pd-O species on CeO2(111) as highly active sites for low-temperature CO oxidation. ACS Catal.. 2017, 7: 6887-6891.

[203]

Wei S, Li A, Liu JCet al. . Direct observation of noble metal nanoparticles transforming to thermally stable single atoms. Nat. Nanotechnol.. 2018, 13: 856-861.

[204]

Chen Y, Wang P, Hao Het al. . Thermal atomization of platinum nanoparticles into single atoms: an effective strategy for engineering high-performance nanozymes. J. Am. Chem. Soc.. 2021, 143: 18643-18651.

[205]

Zhang Z, Cai J, Zhu Het al. . Simple construction of ruthenium single atoms on electrospun nanofibers for superior alkaline hydrogen evolution: a dynamic transformation from clusters to single atoms. Chem. Eng. J.. 2020, 392. 123655

[206]

Gao Y, Yan D, Wang Cet al. . Regeneration of La2O3-supported Pt nanoparticles giving high loadings of thermally stable Pt single atoms on La2O3 supports: implications for catalysis. ACS Appl. Nano Mater.. 2022, 5: 2688-2698.

[207]

Wang HG, Gu XK, Zheng XSet al. . Disentangling the size-dependent geometric and electronic effects of palladium nanocatalysts beyond selectivity. Adv. Mater.. 2019, 5. eaat6413

[208]

Gewirth AA, Varnell JA, DiAscro AM. Nonprecious metal catalysts for oxygen reduction in heterogeneous aqueous systems. Chem. Rev.. 2018, 118: 2313-2339.

[209]

Guo J, Huo J, Liu Yet al. . Nitrogen-doped porous carbon supported nonprecious metal single-atom electrocatalysts: from synthesis to application. Small Methods. 2019, 3. 1900159

[210]

Lin LH, Chen Z, Chen WX. Single atom catalysts by atomic diffusion strategy. Nano Res.. 2021, 14: 4398-4416.

[211]

Yang J, Qiu Z, Zhao Cet al. . In situ thermal atomization to convert supported nickel nanoparticles into surface-bound nickel single-atom catalysts. Angew. Chem. Int. Ed.. 2018, 57: 14095-14100.

[212]

Zhang E, Wang T, Yu Ket al. . Bismuth single atoms resulting from transformation of metal-organic frameworks and their use as electrocatalysts for CO2 reduction. J. Am. Chem. Soc.. 2019, 141: 16569-16573.

[213]

Zhou H, Liu T, Zhao Xet al. . A supported nickel catalyst stabilized by a surface digging effect for efficient methane oxidation. Angew. Chem. Int. Ed.. 2019, 58: 18388-18393.

[214]

Qu Y, Li Z, Chen Wet al. . Direct transformation of bulk copper into copper single sites via emitting and trapping of atoms. Nat. Catal.. 2018, 1(10): 781-786.

[215]

Qu Y, Chen B, Li Zet al. . Thermal emitting strategy to synthesize atomically dispersed Pt metal sites from bulk Pt metal. J. Am. Chem. Soc.. 2019, 141: 4505-4509.

[216]

Zhao C, Wang Y, Li Zet al. . Solid-diffusion synthesis of single-atom catalysts directly from bulk metal for efficient CO2 reduction. Joule. 2019, 3: 584-594.

[217]

Bredar ARC, Chown AL, Burton ARet al. . Electrochemical impedance spectroscopy of metal oxide electrodes for energy applications. ACS Appl. Energy Mater.. 2020, 3: 66-98.

[218]

Yang Z, Chen B, Chen Wet al. . Directly transforming copper (I) oxide bulk into isolated single-atom copper sites catalyst through gas-transport approach. Nat. Commun.. 2019, 10: 3734.

[219]

Liu J, Cao CY, Liu XZet al. . Direct observation of metal oxide nanoparticles being transformed into metal single atoms with oxygen-coordinated structure and high-loadings. Angew. Chem. Int. Ed.. 2021, 6015248-15253.

[220]

Zhang Z, Feng C, Liu Cet al. . Electrochemical deposition as a universal route for fabricating single-atom catalysts. Nat. Commun.. 2020, 11. 1215

[221]

Yang C, Miao Z, Zhang Fet al. . Hydrogenolysis of methyl glycolate to ethanol over a Pt-Cu/SiO2 single-atom alloy catalyst: a further step from cellulose to ethanol. Green Chem.. 2018, 20: 2142-2150.

[222]

Wang H, Luo Q, Liu Wet al. . Quasi Pd1Ni single-atom surface alloy catalyst enables hydrogenation of nitriles to secondary amines. Nat. Commun.. 2019, 10. 4998

[223]

Yuan X, Zhang L, Li Let al. . Ultrathin Pd-Au shells with controllable alloying degree on Pd nanocubes toward carbon dioxide reduction. J. Am. Chem. Soc.. 2019, 141: 4791-4794.

[224]

Sun G, Zhao ZJ, Mu Ret al. . Breaking the scaling relationship via thermally stable Pt/Cu single atom alloys for catalytic dehydrogenation. Nat. Commun.. 2018, 9. 4454

[225]

Yan J, Tian M, Shi Ret al. . Enhanced dual atomic Fe–Ni sites in N-doped carbon for bifunctional oxygen electrocatalysis. Mater. Today Energy. 2022, 30. 101171

[226]

Zhan YF, Xie FY, Zhang Het al. . Highly dispersed nonprecious metal catalyst for oxygen reduction reaction in proton exchange membrane fuel cells. ACS Appl. Mater. Interfaces. 2020, 12: 17481-17491.

[227]

Gan T, He Q, Zhang Het al. . Unveiling the kilogram-scale gold single-atom catalysts via ball milling for preferential oxidation of CO in excess hydrogen. Chem. Eng. J.. 2020, 389. 124490

[228]

Gan T, Liu Y, He Qet al. . Facile synthesis of kilogram-scale Co-alloyed Pt single-atom catalysts via ball milling for hydrodeoxygenation of 5-hydroxymethylfurfural. ACS Sustain. Chem. Eng.. 2020, 8: 8692-8699.

[229]

He X, Deng Y, Zhang Yet al. . Mechanochemical kilogram-scale synthesis of noble metal single-atom catalysts. Cell Rep. Phys. Sci.. 2020, 1. 100004

[230]

Huang K, Zhang L, Xu Tet al. . −60 ̊C solution synthesis of atomically dispersed cobalt electrocatalyst with superior performance. Nat. Commun.. 2019, 10: 606.

[231]

Zhong W, Tu W, Wang Zet al. . Ultralow-temperature assisted synthesis of single platinum atoms anchored on carbon nanotubes for efficiently electrocatalytic acidic hydrogen evolution. J. Energy Chem.. 2020, 51280-284.

[232]

Li Z, Wei W, Li Het al. . Low-temperature synthesis of single palladium atoms supported on defective hexagonal boron nitride nanosheet for chemoselective hydrogenation of cinnamaldehyde. ACS Nano. 2021, 15: 10175-10184.

[233]

Zhang Z, Gao X, Dou Met al. . Biomass derived N-doped porous carbon supported single Fe atoms as superior electrocatalysts for oxygen reduction. Small. 2017, 13: 1604290.

[234]

Zhou H, Hong S, Zhang Het al. . Toward biomass-based single-atom catalysts and plastics: highly active single-atom Co on N-doped carbon for oxidative esterification of primary alcohols. Appl. Catal. B Environ.. 2019, 256. 117767

[235]

Lee J, Kim HS, Jang J-Het al. . Atomic-scale engineered Fe single-atom electrocatalyst based on waste pig blood for high-performance AEMFCs. ACS Sustainable Chem. Eng.. 2021, 97863-7872.

[236]

He X, He Q, Deng Yet al. . A versatile route to fabricate single atom catalysts with high chemoselectivity and regioselectivity in hydrogenation. Nat. Commun.. 2019, 10. 3663

[237]

Wen M, Sun N, Jiao Let al. . Microwave-assisted rapid synthesis of MOF-based single-atom Ni catalyst for CO2 electroreduction at ampere-level current. Angew. Chem. Int. Ed.. 2024, 63. e202318338

[238]

Sui S, Wang X, Zhou Xet al. . A comprehensive review of Pt electrocatalysts for the oxygen reduction reaction: nanostructure, activity, mechanism and carbon support in PEM fuel cells. J. Mater. Chem. A. 2017, 5: 1808-1825.

[239]

Liu M, Sun T, Peng Tet al. . Fe–NC single-atom catalyst with hierarchical porous structure and P-O bond coordination for oxygen reduction. ACS Energy Lett.. 2023, 8: 4531-4539.

[240]

Zhou Y, Tao X, Chen Get al. . Multilayer stabilization for fabricating high-loading single-atom catalysts. Nat. Commun.. 2020, 11. 5892

[241]

Shen R, Chen W, Peng Qet al. . High-concentration single atomic Pt sites on hollow cusx for selective O2 reduction to H2O2 in acid solution. Chem.. 2019, 5: 2099-2110.

[242]

Wang T, Sun Y, Fu Get al. . Progress of main-group metal-based single-atom catalysts. Electrochem. Energy Rev.. 2024, 7: 29.

[243]

Li HN, Zhu H, Zhuang ZCet al. . Single-atom catalysts for electrochemical clean energy conversion: recent progress and perspectives. Sustain. Energy Fuels. 2020, 4996-1011.

[244]

Zang WJ, Kou ZK, Pennycook SJet al. . Heterogeneous single atom electrocatalysis, where "singles" are "married". Adv. Energy Mater.. 2020, 10. 1903181

[245]

Zhang WY, Chao YG, Zhang WSet al. . Emerging dual-atomic-site catalysts for efficient energy catalysis. Adv. Mater.. 2021, 33. 2102576

[246]

Yan B, Song HL, Yang GW. A facile and green large-scale fabrication of single atom catalysts for high photocatalytic H2 evolution activity. Chem. Eng. J.. 2022, 427. 131795

[247]

Zuo Y, Li T, Zhang Net al. . Spatially confined formation of single atoms in highly porous carbon nitride nanoreactors. ACS Nano. 2021, 15: 7790-7798.

[248]

Xia C, Qiu Y, Xia Yet al. . General synthesis of single-atom catalysts with high metal loading using graphene quantum dots. Nat. Chem.. 2021, 13: 887-894.

[249]

Zheng XB, Li P, Dou SXet al. . Non-carbon-supported single-atom site catalysts for electrocatalysis. Energy Environ. Sci.. 2021, 14: 2809-2858.

[250]

Chen Z, Zhang G, Hu Qet al. . The deep understanding into the promoted carbon dioxide electroreduction of ZIF-8-derived single-atom catalysts by the simple grinding process. Small Struct. 2022, 3. 2200031

[251]

Zhang H, Cheng W, Luan Det al. . Atomically dispersed reactive centers for electrocatalytic CO2 reduction and water splitting. Angew. Chem. Int. Edit.. 2021, 60: 13177-13196.

[252]

Tong MM, Wang L, Fu HG. Designed synthesis and catalytic mechanisms of non-precious metal single-atom catalysts for oxygen reduction reaction. Small Methods. 2021, 5: 2100865.

[253]

Jiao L, Zhang R, Wan Get al. . Nanocasting SiO2 into metal-organic frameworks imparts dual protection to high-loading Fe single-atom electrocatalysts. Nat. Commun.. 2020, 112831.

[254]

Tian H, Song AL, Tian HJet al. . Single-atom catalysts for high-energy rechargeable batteries. Chem. Sci.. 2021, 127656-7676.

[255]

Huang L, Zhao H, Zhao Yet al. . Atomically dispersed Cu and Cr on N-doped hollow carbon nanocages for synergistic promotion of high-performance Li-CO2 batteries. Chem. Eng. J.. 2024, 493. 152723

[256]

Wang T, He J, Cheng XBet al. . Strategies toward high-loading lithium-sulfur batteries. ACS Energy Lett.. 2023, 8: 116-150.

[257]

Lu C, Fang R, Chen X. Single-atom catalytic materials for advanced battery systems. Adv. Mater.. 2020, 32. 1906548

[258]

Liu Y, Zhao S, Wang Det al. . Toward an understanding of the reversible Li-CO2 batteries over metal-N4-functionalized graphene electrocatalysts. ACS Nano. 2021, 16: 1523-1532.

[259]

Lu PL, Yang YJ, Yao JNet al. . Facile synthesis of single-nickel-atomic dispersed N-doped carbon framework for efficient electrochemical CO2 reduction. Appl. Catal. B Environ.. 2019, 241: 113-119.

[260]

Yang, S. X., Yu, Y. H., Dou, M. L., et al.: Two-dimensional conjugated aromatic networks as high-site-density and single-atomelectrocatalysts for the oxygen reduction reaction. Angew. Chem. -Int. Edit. 58, 14724–14730 (2020). https://doi.org/10.1002/anie.201908023

[261]

Yang Q, Peng H, Zhang Qet al. . Atomically dispersed high-density Al-N4 sites in porous carbon for efficient photodriven CO2 cycloaddition. Adv. Mater.. 2021, 33. 2103186

[262]

Gu Y, Xu TF, Chen XFet al. . High-loading single-atom tungsten anchored on graphitic carbon nitride (melon) for efficient oxidation of emerging contaminants. Chem. Eng. J.. 2022, 427. 131973

[263]

Jiang JS, Wei HL, Tan ADet al. . Fabricating high-loading Fe–N4 single-atom catalysts for oxygen reduction reaction by carbon-assisted pyrolysis of metal complexes. Chin. J. Catal.. 2021, 42: 753-761.

[264]

Hu F, Liao L, Chi Bet al. . Rare earth praseodymium-based single atom catalyst for high performance CO2 reduction reaction. Chem. Eng. J.. 2022, 436. 135271

[265]

Yang HJ, Wang XP, Wang SBet al. . Double boosting single atom Fe–N4 sites for high efficiency O2 and CO2 electroreduction. Carbon. 2021, 182: 109-116.

[266]

Han L, Liu X, Chen Jet al. . Atomically dispersed molybdenum catalysts for efficient ambient nitrogen fixation. Angew. Chem. Int. Ed.. 2019, 58: 2321-2325.

[267]

Meng J, Li J, Liu Jet al. . Universal approach to fabricating graphene-supported single-atom catalysts from doped ZnO solid solutions. ACS Cent. Sci.. 2020, 6: 1431-1440.

Funding

National Key R&D Program of China(2020YFB1505703)

the Natural Science Foundation of the Jiangsu Higher Education Institutions of China (20KJA480003)

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Shanghai University and Periodicals Agency of Shanghai University

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