Abstract
Single-atom catalysts (SACs), which contain a single metal atom supported on a well-confined substrate, are among the most promising heterogeneous catalysts owing to their unique advantages, such as high intrinsic activity and selectivity, tunable bonds and coordination, abundant metal-containing active sites, and atomic economy. Since metal-support interactions (MSIs) in SACs exert a substantial influence on the catalytic properties, gaining a profound understanding and recognition of catalytic reactions depends greatly on investigating MSIs both experimentally and computationally. Hence, the engineering and modulation of MSIs are regarded as one of the most efficient methods to rationally design SACs with disruptively enhanced catalytic properties. In this review, we track the recent advances in SACs from an MSI perspective. We then discuss the existing MSIs in SACs and elucidate the significant role of strong MSIs in catalytic properties and mechanisms. The challenges hindering the rational design of supported SACs with strong MSIs, which are currently still far from being completely understood and overcome, are described. In addition, the correlation between strong MSIs and electrocatalytic activities in SACs, including an outlook to increase our understanding of MSIs, is discussed. Finally, the present review provides some perspectives and an in-depth understanding of strong MSIs to advance high-performing SACs.
Graphic Abstract
Metal-support interaction (MSI) in single metal atom catalysts (SMACs) is vital for regulating catalytic properties, including oxygen- and hydrogen-involving electrocatalytic reactions.
Similar content being viewed by others
References
Liu, L., Corma, A.: Metal catalysts for heterogeneous catalysis: from single atoms to nanoclusters and nanoparticles. Chem. Rev. 118, 4981–5079 (2018). https://doi.org/10.1021/acs.chemrev.7b00776
Hu, C.L., Zhang, L., Gong, J.L.: Recent progress made in the mechanism comprehension and design of electrocatalysts for alkaline water splitting. Energy Environ. Sci. 12, 2620–2645 (2019). https://doi.org/10.1039/C9EE01202H
Tang, Y., Li, Y.T., Fung, V., et al.: Single rhodium atoms anchored in micropores for efficient transformation of methane under mild conditions. Nat. Commun. 9, 1231 (2018). https://doi.org/10.1038/s41467-018-03235-7
Zhang, H.B., Liu, G.G., Shi, L., et al.: Single-atom catalysts: emerging multifunctional materials in heterogeneous catalysis. Adv. Energy Mater. 8, 1701343 (2018). https://doi.org/10.1002/aenm.201701343
Zhu, C.Z., Fu, S.F., Shi, Q.R., et al.: Single-atom electrocatalysts. Angew. Chem. Int. Ed. 56, 13944–13960 (2017). https://doi.org/10.1002/anie.201703864
Zhao, S., Yan, L.T., Luo, H.M., et al.: Recent progress and perspectives of bifunctional oxygen reduction/evolution catalyst development for regenerative anion exchange membrane fuel cells. Nano Energy 47, 172–198 (2018). https://doi.org/10.1016/j.nanoen.2018.02.015
Zhang, Y.Q., Guo, L., Tao, L., et al.: Defect-based single-atom electrocatalysts. Small Methods 3, 1800406 (2019). https://doi.org/10.1002/smtd.201800406
Wang, L.X., Wang, L., Meng, X.J., et al.: New strategies for the preparation of sinter-resistant metal-nanoparticle-based catalysts. Adv. Mater. 31, 1901905 (2019). https://doi.org/10.1002/adma.201901905
Liu, M.M., Wang, L.L., Zhao, K.N., et al.: Atomically dispersed metal catalysts for the oxygen reduction reaction: synthesis, characterization, reaction mechanisms and electrochemical energy applications. Energy Environ. Sci. 12, 2890–2923 (2019). https://doi.org/10.1039/c9ee01722d
Beniya, A., Higashi, S.: Towards dense single-atom catalysts for future automotive applications. Nat. Catal. 2, 590–602 (2019). https://doi.org/10.1038/s41929-019-0282-y
Rode, A., Sharma, S., Mishra, D.K.: Carbon nanotubes: classification, method of preparation and pharmaceutical application. Curr Drug Deliv 15, 620–629 (2018). https://doi.org/10.2174/1567201815666171221124711
Thomas, J.M.: The enduring relevance and academic fascination of catalysis. Nat. Catal. 1, 2–5 (2018). https://doi.org/10.1038/s41929-017-0014-0
Tauster, S.J., Fung, S.C., Garten, R.L.: Strong metal-support interactions. Group 8 noble metals supported on titanium dioxide. J. Am. Chem. Soc. 100, 170–175 (1978). https://doi.org/10.1021/ja00469a029
Tang, H.L., Wei, J.K., Liu, F., et al.: Strong metal-support interactions between gold nanoparticles and nonoxides. J. Am. Chem. Soc. 138, 56–59 (2016). https://doi.org/10.1021/jacs.5b11306
Chen, J.Y., Wanyan, Y.J., Zeng, J.X., et al.: Surface engineering protocol to obtain an atomically dispersed Pt/CeO2 catalyst with high activity and stability for CO oxidation. ACS Sustain. Chem. Eng. 6, 14054–14062 (2018). https://doi.org/10.1021/acssuschemeng.8b02613
Hu, P.P., Huang, Z.W., Amghouz, Z., et al.: Electronic metal-support interactions in single-atom catalysts. Angew. Chem. Int. Ed. 53, 3418–3421 (2014). https://doi.org/10.1002/anie.201309248
Zhu, Y.Z., Sokolowski, J., Song, X.C., et al.: Engineering local coordination environments of atomically dispersed and heteroatom-coordinated single metal site electrocatalysts for clean energy-conversion. Adv. Energy Mater. 10, 1902844 (2020). https://doi.org/10.1002/aenm.202070051
Lai, W.H., Miao, Z.C., Wang, Y.X., et al.: Atomic-local environments of single-atom catalysts: synthesis, electronic structure, and activity. Adv. Energy Mater. 9, 1900722 (2019). https://doi.org/10.1002/aenm.201900722
Fei, H.L., Dong, J.C., Feng, Y.X., et al.: General synthesis and definitive structural identification of MN4C4 single-atom catalysts with tunable electrocatalytic activities. Nat. Catal. 1, 63–72 (2018). https://doi.org/10.1038/s41929-017-0008-y
Cui, X.J., Li, W., Ryabchuk, P., et al.: Bridging homogeneous and heterogeneous catalysis by heterogeneous single-metal-site catalysts. Nat. Catal. 1, 385–397 (2018). https://doi.org/10.1038/s41929-018-0090-9
Tauster, S.J.: Strong metal-support interactions. Acc. Chem. Res. 20, 389–394 (1987). https://doi.org/10.1021/ar00143a001
Roberts, S., Gorte, R.J.: A study of the migration and stability of titania on a model Rh catalyst. J. Catal. 124, 553–556 (1990). https://doi.org/10.1016/0021-9517(90)90202-U
Jiang, Z.Y., Jing, M.Z., Feng, X.B., et al.: Stabilizing platinum atoms on CeO2 oxygen vacancies by metal-support interaction induced interface distortion: mechanism and application. Appl. Catal. B: Environ. 278, 119304 (2020). https://doi.org/10.1016/j.apcatb.2020.119304
Chen, Y.J., Ji, S.F., Sun, W.M., et al.: Engineering the atomic interface with single platinum atoms for enhanced photocatalytic hydrogen production. Angew. Chem. Int. Ed. 59, 1295–1301 (2020). https://doi.org/10.1002/anie.201912439
Ye, X.X., Wang, H.W., Lin, Y., et al.: Insight of the stability and activity of platinum single atoms on ceria. Nano Res. 12, 1401–1409 (2019). https://doi.org/10.1007/s12274-019-2351-6
Li, J., Tang, Y., Ma, Y., et al.: In situ formation of isolated bimetallic PtCe sites of single-dispersed Pt on CeO2 for low-temperature CO oxidation. ACS Appl. Mater. Interfaces 10, 38134–38140 (2018). https://doi.org/10.1021/acsami.8b15585
Hoang, S., Guo, Y.B., Binder, A.J., et al.: Activating low-temperature diesel oxidation by single-atom Pt on TiO2 nanowire array. Nat. Commun. 11, 1062 (2020). https://doi.org/10.1038/s41467-020-14816-w
Jia, Y., Zhang, L.Z., Gao, G.P., et al.: A heterostructure coupling of exfoliated Ni-Fe hydroxide nanosheet and defective graphene as a bifunctional electrocatalyst for overall water splitting. Adv. Mater. 29, 1700017 (2017). https://doi.org/10.1002/adma.201700017
Tyo, E.C., Vajda, S.: Catalysis by clusters with precise numbers of atoms. Nat. Nanotechnol. 10, 577–588 (2015). https://doi.org/10.1038/nnano.2015.140
Vayssilov, G.N., Lykhach, Y., Migani, A., et al.: Support nanostructure boosts oxygen transfer to catalytically active platinum nanoparticles. Nat. Mater. 10, 310–315 (2011). https://doi.org/10.1038/nmat2976
Qiao, B.T., Liang, J.X., Wang, A.Q., et al.: Ultrastable single-atom gold catalysts with strong covalent metal-support interaction (CMSI). Nano Res. 8, 2913–2924 (2015). https://doi.org/10.1007/s12274-015-0796-9
Francàs, L., Corby, S., Selim, S., et al.: Spectroelectrochemical study of water oxidation on nickel and iron oxyhydroxide electrocatalysts. Nat. Commun. 10, 5208 (2019). https://doi.org/10.1038/s41467-019-13061-0
Zhang, L.H., Han, L.L., Liu, H.X., et al.: Potential-cycling synthesis of single platinum atoms for efficient hydrogen evolution in neutral media. Angew. Chem. Int. Ed. 56, 13694–13698 (2017). https://doi.org/10.1002/anie.201706921
Zhao, S., Chen, F., Duan, S.B., et al.: Remarkable active-site dependent H2O promoting effect in CO oxidation. Nat. Commun. 10, 3824 (2019). https://doi.org/10.1038/s41467-019-11871-w
Therrien, A.J., Hensley, A.J.R., Marcinkowski, M.D., et al.: An atomic-scale view of single-site Pt catalysis for low-temperature CO oxidation. Nat. Catal. 1, 192–198 (2018). https://doi.org/10.1038/s41929-018-0028-2
Chen, M.S., Goodman, D.W.: The structure of catalytically active gold on titania. Science 306, 252–255 (2004). https://doi.org/10.1002/chin.200501020
Luches, P., Pagliuca, F., Valeri, S., et al.: Nature of Ag islands and nanoparticles on the CeO2(111) surface. J. Phys. Chem. C 116, 1122–1132 (2012). https://doi.org/10.1021/jp210241c
Daelman, N., Capdevila-Cortada, M., López, N.: Dynamic charge and oxidation state of Pt/CeO2 single-atom catalysts. Nat. Mater. 18, 1215–1221 (2019). https://doi.org/10.1038/s41563-019-0444-y
O’Connor, N.J., Jonayat, A.S.M., Janik, M.J., et al.: Interaction trends between single metal atoms and oxide supports identified with density functional theory and statistical learning. Nat. Catal. 1, 531–539 (2018). https://doi.org/10.1038/s41929-018-0094-5
Kang, L.Q., Wang, B.L., Bing, Q.M., et al.: Adsorption and activation of molecular oxygen over atomic copper(I/II) site on ceria. Nat. Commun. 11, 4008 (2020). https://doi.org/10.1038/s41467-020-17852-8
Jakub, Z., Hulva, J., Meier, M., et al.: Local structure and coordination define adsorption in a model Ir1/Fe3O4 single-atom catalyst. Angew. Chem. Int. Ed. 58, 13961–13968 (2019). https://doi.org/10.1002/anie.201907536
Wei, S.T., Cui, X.Q., Xu, Y.C., et al.: Iridium-triggered phase transition of MoS2 nanosheets boosts overall water splitting in alkaline media. ACS Energy Lett. 4, 368–374 (2018). https://doi.org/10.1021/acsenergylett.8b01840
Zhang, X.Y., Sun, Z.C., Wang, B., et al.: C-C coupling on single-atom-based heterogeneous catalyst. J. Am. Chem. Soc. 140, 954–962 (2018). https://doi.org/10.1021/jacs.7b09314
Chen, S., Chen, Z.N., Fang, W.H., et al.: Ag10Ti28-oxo cluster containing single-atom silver sites: atomic structure and synergistic electronic properties. Angew. Chem. Int. Ed. 58, 10932–10935 (2019). https://doi.org/10.1002/anie.201904680
Cao, S.F., Zhao, Y.Y., Lee, S., et al.: High-loading single Pt atom sites [Pt-O(OH)x] catalyze the CO PROX reaction with high activity and selectivity at mild conditions. Sci. Adv. 6, eaba3809 (2020). https://doi.org/10.1126/sciadv.aba3809
Liu, P., Zhao, Y., Qin, R., et al.: Photochemical route for synthesizing atomically dispersed palladium catalysts. Science 352, 797–801 (2016). https://doi.org/10.1126/science.aaf5251
Zhang, S., Huang, Z.Q., Ma, Y.Y., et al.: Solid frustrated-Lewis-pair catalysts constructed by regulations on surface defects of porous nanorods of CeO2. Nat. Commun. 8, 15266 (2017). https://doi.org/10.1038/ncomms15266
Xie, P.F., Pu, T.C., Nie, A.M., et al.: Nanoceria-supported single-atom platinum catalysts for direct methane conversion. ACS Catal. 8, 4044–4048 (2018). https://doi.org/10.1021/acscatal.8b00004
Tian, S.B., Gong, W.B., Chen, W.X., et al.: Regulating the catalytic performance of single-atomic-site Ir catalyst for biomass conversion by metal-support interactions. ACS Catal. 9, 5223–5230 (2019). https://doi.org/10.1021/acscatal.9b00322
Zhou, X., Shen, Q., Yuan, K.D., et al.: Unraveling charge state of supported Au single-atoms during CO oxidation. J. Am. Chem. Soc. 140, 554–557 (2018). https://doi.org/10.1021/jacs.7b10394
Yu, Y.K., Qu, S.H., Zang, D.Y., et al.: Fast synthesis of Pt nanocrystals and Pt/microporous La2O3 materials using acoustic levitation. Nanoscale Res. Lett. 13, 50 (2018). https://doi.org/10.1186/s11671-018-2467-8
Ma, X.L., Liu, J.C., Xiao, H., et al.: Surface single-cluster catalyst for N2-to-NH3 thermal conversion. J. Am. Chem. Soc. 140, 46–49 (2018). https://doi.org/10.1021/jacs.7b10354
Tang, Y., Wei, Y.C., Wang, Z.Y., et al.: Synergy of single-atom Ni1 and Ru1 sites on CeO2 for dry reforming of CH4. J. Am. Chem. Soc. 141, 7283–7293 (2019). https://doi.org/10.1021/jacs.8b10910
Rehman, S., Kim, H., Farooq Khan, M., et al.: Tuning of ionic mobility to improve the resistive switching behavior of Zn-doped CeO2. Sci Rep 9, 19387 (2019). https://doi.org/10.1038/s41598-019-55716-4
Luo, Z.Y., Ouyang, Y.X., Zhang, H., et al.: Chemically activating MoS2 via spontaneous atomic palladium interfacial doping towards efficient hydrogen evolution. Nat. Commun. 9, 2120 (2018). https://doi.org/10.1038/s41467-018-04501-4
Pereira-Hernández, X.I., DeLaRiva, A., Muravev, V., et al.: Tuning Pt-CeO2 interactions by high-temperature vapor-phase synthesis for improved reducibility of lattice oxygen. Nat. Commun. 10, 1358 (2019). https://doi.org/10.1038/s41467-019-09308-5
Nie, L., Mei, D.H., Xiong, H.F., et al.: Activation of surface lattice oxygen in single-atom Pt/CeO2 for low-temperature CO oxidation. Science 358, 1419–1423 (2017). https://doi.org/10.1126/science.aao2109
Huang, Z.W., Gu, X., Cao, Q.Q., et al.: Catalytically active single-atom sites fabricated from silver particles. Angew. Chem. Int. Ed. 51, 4198–4203 (2012). https://doi.org/10.1002/anie.201109065
Chen, J., Yan, D.X., Xu, Z., et al.: A novel redox precipitation to synthesize Au-doped α-MnO2 with high dispersion toward low-temperature oxidation of formaldehyde. Environ. Sci. Technol. 52, 4728–4737 (2018). https://doi.org/10.1021/acs.est.7b06039
Li, T.B., Liu, F., Tang, Y., et al.: Maximizing the number of interfacial sites in single-atom catalysts for the highly selective, solvent-free oxidation of primary alcohols. Angew. Chem. Int. Ed. 57, 7795–7799 (2018). https://doi.org/10.1002/anie.201803272
Harzandi, A.M., Shadman, S., Nissimagoudar, A.S., et al.: Ruthenium core-shell engineering with nickel single atoms for selective oxygen evolution via nondestructive mechanism. Adv. Energy Mater. 11, 2003448 (2021). https://doi.org/10.1002/aenm.202003448
Dong, S.H., Li, B., Cui, X.F., et al.: Photoresponses of supported Au single atoms on TiO2(110) through the metal-induced gap states. J. Phys. Chem. Lett. 10, 4683–4691 (2019). https://doi.org/10.1021/acs.jpclett.9b01527
DeRita, L., Dai, S., Lopez-Zepeda, K., et al.: Catalyst architecture for stable single atom dispersion enables site-specific spectroscopic and reactivity measurements of CO adsorbed to Pt Atoms, oxidized Pt clusters, and metallic Pt clusters on TiO2. J. Am. Chem. Soc. 139, 14150–14165 (2017). https://doi.org/10.1021/jacs.7b07093
Lin, X., Nilius, N., Sterrer, M., et al.: Characterizing low-coordinated atoms at the periphery of MgO-supported Au islands using scanning tunneling microscopy and electronic structure calculations. Phys. Rev. B 81, 153406 (2010). https://doi.org/10.1103/physrevb.81.153406
Farnesi Camellone, M., Negreiros Ribeiro, F., Szabová, L., et al.: Catalytic proton dynamics at the water/solid interface of ceria-supported Pt clusters. J. Am. Chem. Soc. 138, 11560–11567 (2016). https://doi.org/10.1021/jacs.6b03446
Hammer, B.: Special sites at noble and late transition metal catalysts. Top. Catal. 37, 3–16 (2006). https://doi.org/10.1007/s11244-006-0004-y
Guo, Y., Mei, S., Yuan, K., et al.: Low-temperature CO2 methanation over CeO2-supported Ru single atoms, nanoclusters, and nanoparticles competitively tuned by strong metal-support interactions and H-spillover effect. ACS Catal. 8, 6203–6215 (2018). https://doi.org/10.1021/acscatal.7b04469
Lee, B.H., Park, S., Kim, M., et al.: Reversible and cooperative photoactivation of single-atom Cu/TiO2 photocatalysts. Nat. Mater. 18, 620–626 (2019). https://doi.org/10.1038/s41563-019-0344-1
Liu, J.C., Wang, Y.G., Li, J.: Toward rational design of oxide-supported single-atom catalysts: atomic dispersion of gold on ceria. J. Am. Chem. Soc. 139, 6190–6199 (2017). https://doi.org/10.1021/jacs.7b01602
Bruix, A., Rodriguez, J.A., Ramírez, P.J., et al.: A new type of strong metal-support interaction and the production of H2 through the transformation of water on Pt/CeO2(111) and Pt/CeOx/TiO2(110) catalysts. J. Am. Chem. Soc. 134, 8968–8974 (2012). https://doi.org/10.1021/ja302070k
Fu, Q., Saltsburg, H., Flytzani-Stephanopoulos, M.: Active nonmetallic Au and Pt species on ceria-based water-gas shift catalysts. Science 301, 935–938 (2003). https://doi.org/10.1126/science.1085721
Bliem, R., McDermott, E., Ferstl, P., et al.: Subsurface cation vacancy stabilization of the magnetite (001) surface. Science 346, 1215–1218 (2014). https://doi.org/10.1126/science.1260556
Bliem, R., Kosak, R., Perneczky, L., et al.: Cluster nucleation and growth from a highly supersaturated adatom phase: silver on magnetite. ACS Nano 8, 7531–7537 (2014). https://doi.org/10.1021/nn502895s
Chen, S.L., Abdel-Mageed, A.M., Li, D., et al.: Morphology-engineered highly active and stable Ru/TiO2 catalysts for selective CO methanation. Angew. Chem. Int. Ed. 58, 10732–10736 (2019). https://doi.org/10.1002/anie.201903882
Mitchell, R.W., Lloyd, D.C., van de Water, L.G.A., et al.: Effect of pretreatment method on the nanostructure and performance of supported Co catalysts in Fischer-Tropsch synthesis. ACS Catal. 8, 8816–8829 (2018). https://doi.org/10.1021/acscatal.8b02320
Guzman, J., Carrettin, S., Corma, A.: Spectroscopic evidence for the supply of reactive oxygen during CO oxidation catalyzed by gold supported on nanocrystalline CeO2. J. Am. Chem. Soc. 127, 3286–3287 (2005). https://doi.org/10.1021/ja043752s
Bratlie, K.M., Lee, H., Komvopoulos, K., et al.: Platinum nanoparticle shape effects on benzene hydrogenation selectivity. Nano Lett. 7, 3097–3101 (2007). https://doi.org/10.1021/nl0716000
Millet, M.M., Algara-Siller, G., Wrabetz, S., et al.: Ni single atom catalysts for CO2 activation. J. Am. Chem. Soc. 141, 2451–2461 (2019). https://doi.org/10.1021/jacs.8b11729
Kunwar, D., Zhou, S., DeLaRiva, A., et al.: Stabilizing high metal loadings of thermally stable platinum single atoms on an industrial catalyst support. ACS Catal. 9, 3978–3990 (2019). https://doi.org/10.1021/acscatal.8b04885
Su, Y.Q., Wang, Y.F., Liu, J.X., et al.: Theoretical approach to predict the stability of supported single-atom catalysts. ACS Catal. 9, 3289–3297 (2019). https://doi.org/10.1021/acscatal.9b00252
Besenbacher, F., Chorkendorff, I., Clausen, B.S., et al.: Design of a surface alloy catalyst for steam reforming. Science 279, 1913–1915 (1998). https://doi.org/10.1126/science.279.5358.1913
Giannakakis, G., Flytzani-Stephanopoulos, M., Sykes, E.C.H.: Single-atom alloys as a reductionist approach to the rational design of heterogeneous catalysts. Acc. Chem. Res. 52, 237–247 (2019). https://doi.org/10.1021/acs.accounts.8b00490
Marcinkowski, M.D., Liu, J.L., Murphy, C.J., et al.: Selective formic acid dehydrogenation on Pt-Cu single-atom alloys. ACS Catal. 7, 413–420 (2017). https://doi.org/10.1021/acscatal.6b02772
Xu, L., Stangland, E.E., Mavrikakis, M.: Ethylene versus ethane: a DFT-based selectivity descriptor for efficient catalyst screening. J. Catal. 362, 18–24 (2018). https://doi.org/10.1016/j.jcat.2018.03.019
Studt, F., Abild-Pedersen, F., Bligaard, T., et al.: Identification of non-precious metal alloy catalysts for selective hydrogenation of acetylene. Science 320, 1320–1322 (2008). https://doi.org/10.1126/science.1156660
Liu, J.L., Lucci, F.R., Yang, M., et al.: Tackling CO poisoning with single-atom alloy catalysts. J. Am. Chem. Soc. 138, 6396–6399 (2016). https://doi.org/10.1021/jacs.6b03339
Lucci, F.R., Liu, J.L., Marcinkowski, M.D., et al.: Selective hydrogenation of 1, 3-butadiene on platinum-copper alloys at the single-atom limit. Nat. Commun. 6, 8550 (2015). https://doi.org/10.1038/ncomms9550
Shan, J.J., Janvelyan, N., Li, H., et al.: Selective non-oxidative dehydrogenation of ethanol to acetaldehyde and hydrogen on highly dilute NiCu alloys. Appl. Catal. B: Environ. 205, 541–550 (2017). https://doi.org/10.1016/j.apcatb.2016.12.045
Giannakakis, G., Trimpalis, A., Shan, J.J., et al.: NiAu single atom alloys for the non-oxidative dehydrogenation of ethanol to acetaldehyde and hydrogen. Top. Catal. 61, 475–486 (2018). https://doi.org/10.1007/s11244-017-0883-0
Simonovis, J.P., Hunt, A., Palomino, R.M., et al.: Enhanced stability of Pt-Cu single-atom alloy catalysts: in situ characterization of the Pt/Cu(111) surface in an ambient pressure of CO. J. Phys. Chem. C 122, 4488–4495 (2018). https://doi.org/10.1021/acs.jpcc.8b00078
Li, B.Q., Zhao, C.X., Chen, S.M., et al.: Framework-porphyrin-derived single-atom bifunctional oxygen electrocatalysts and their applications in Zn-air batteries. Adv. Mater. 31, 1900592 (2019). https://doi.org/10.1002/adma.201900592
Li, M.F., Duanmu, K.N., Wan, C.Z., et al.: Single-atom tailoring of platinum nanocatalysts for high-performance multifunctional electrocatalysis. Nat. Catal. 2, 495–503 (2019). https://doi.org/10.1038/s41929-019-0279-6
Patel, P.P., Datta, M.K., Velikokhatnyi, O.I., et al.: Nanostructured robust cobalt metal alloy based anode electro-catalysts exhibiting remarkably high performance and durability for proton exchange membrane fuel cells. J. Mater. Chem. A 3, 14015–14032 (2015). https://doi.org/10.1039/c5ta01362c
Chen, C.H., Wu, D.Y., Li, Z., et al.: Ruthenium-based single-atom alloy with high electrocatalytic activity for hydrogen evolution. Adv. Energy Mater. 9, 1803913 (2019). https://doi.org/10.1002/aenm.201803913
Stamenkovic, V.R., Fowler, B., Mun, B.S., et al.: Improved oxygen reduction activity on Pt3Ni(111) via increased surface site availability. Science 315, 493–497 (2007). https://doi.org/10.1126/science.1135941
Greiner, M.T., Jones, T.E., Beeg, S., et al.: Free-atom-like d states in single-atom alloy catalysts. Nat. Chem. 10, 1008–1015 (2018). https://doi.org/10.1038/s41557-018-0125-5
Duchesne, P.N., Li, Z.Y., Deming, C.P., et al.: Golden single-atomic-site platinum electrocatalysts. Nat. Mater. 17, 1033–1039 (2018). https://doi.org/10.1038/s41563-018-0167-5
Jørgensen, M., Grönbeck, H.: Selective acetylene hydrogenation over single-atom alloy nanoparticles by kinetic Monte Carlo. J. Am. Chem. Soc. 141, 8541–8549 (2019). https://doi.org/10.1021/jacs.9b02132
Nakaya, Y., Hirayama, J., Yamazoe, S., et al.: Single-atom Pt in intermetallics as an ultrastable and selective catalyst for propane dehydrogenation. Nat. Commun. 11, 2838 (2020). https://doi.org/10.1038/s41467-020-16693-9
Chen, L., Zhang, L.R., Yao, L.Y., et al.: Metal boride better than Pt: HCP Pd2B as a superactive hydrogen evolution reaction catalyst. Energy Environ. Sci. 12, 3099–3105 (2019). https://doi.org/10.1039/c9ee01564g
Yao, Y.C., Hu, S.L., Chen, W.X., et al.: Engineering the electronic structure of single atom Ru sites via compressive strain boosts acidic water oxidation electrocatalysis. Nat. Catal. 2, 304–313 (2019). https://doi.org/10.1038/s41929-019-0246-2
Vojvodic, A., Nørskov, J.K., Abild-Pedersen, F.: Electronic structure effects in transition metal surface chemistry. Top. Catal. 57, 25–32 (2014). https://doi.org/10.1007/s11244-013-0159-2
Xin, H.L., Linic, S.: Communications: exceptions to the d-band model of chemisorption on metal surfaces: the dominant role of repulsion between adsorbate states and metal d-states. J. Chem. Phys. 132, 221101 (2010). https://doi.org/10.1063/1.3437609
Xin, H.L., Vojvodic, A., Voss, J., et al.: Effects of d-band shape on the surface reactivity of transition-metal alloys. Phys. Rev. B 89, 115114 (2014). https://doi.org/10.1103/physrevb.89.115114
Chattot, R., Le Bacq, O., Beermann, V., et al.: Surface distortion as a unifying concept and descriptor in oxygen reduction reaction electrocatalysis. Nat. Mater. 17, 827–833 (2018). https://doi.org/10.1038/s41563-018-0133-2
Wang, Z.L., Xu, S.M., Xu, Y.Q., et al.: Single Ru atoms with precise coordination on a monolayer layered double hydroxide for efficient electrooxidation catalysis. Chem. Sci. 10, 378–384 (2019). https://doi.org/10.1039/c8sc04480e
Li, P.S., Wang, M.Y., Duan, X.X., et al.: Boosting oxygen evolution of single-atomic ruthenium through electronic coupling with cobalt-iron layered double hydroxides. Nat. Commun. 10, 1711 (2019). https://doi.org/10.1038/s41467-019-09666-0
Lu, X., Zhao, C.: Electrodeposition of hierarchically structured three-dimensional nickel-iron electrodes for efficient oxygen evolution at high current densities. Nat. Commun. 6, 6616 (2015). https://doi.org/10.1038/ncomms7616
Song, F., Hu, X.: Exfoliation of layered double hydroxides for enhanced oxygen evolution catalysis. Nat. Commun. 5, 4477 (2014). https://doi.org/10.1038/ncomms5477
Gong, M., Li, Y.G., Wang, H.L., et al.: An advanced Ni-Fe layered double hydroxide electrocatalyst for water oxidation. J. Am. Chem. Soc. 135, 8452–8455 (2013). https://doi.org/10.1021/ja4027715
Friebel, D., Louie, M.W., Bajdich, M., et al.: Identification of highly active Fe sites in (Ni, Fe)OOH for electrocatalytic water splitting. J. Am. Chem. Soc. 137, 1305–1313 (2015). https://doi.org/10.1021/ja511559d
Zhang, J.F., Liu, J.Y., Xi, L.F., et al.: Single-atom Au/NiFe layered double hydroxide electrocatalyst: probing the origin of activity for oxygen evolution reaction. J. Am. Chem. Soc. 140, 3876–3879 (2018). https://doi.org/10.1021/jacs.8b00752
Oliver-Tolentino, M.A., Vázquez-Samperio, J., Manzo-Robledo, A., et al.: An approach to understanding the electrocatalytic activity enhancement by superexchange interaction toward OER in alkaline media of Ni-Fe LDH. J. Phys. Chem. C 118, 22432–22438 (2014). https://doi.org/10.1021/jp506946b
Görlin, M., Chernev, P., Ferreira de Araújo, J., et al.: Oxygen evolution reaction dynamics, faradaic charge efficiency, and the active metal redox states of Ni-Fe oxide water splitting electrocatalysts. J. Am. Chem. Soc. 138, 5603–5614 (2016). https://doi.org/10.1021/jacs.6b00332
Trotochaud, L., Young, S.L., Ranney, J.K., et al.: Nickel-iron oxyhydroxide oxygen-evolution electrocatalysts: the role of intentional and incidental iron incorporation. J. Am. Chem. Soc. 136, 6744–6753 (2014). https://doi.org/10.1021/ja502379c
Dong, Y., Zhang, P.X., Kou, Y.L., et al.: A first-principles study of oxygen formation over NiFe-layered double hydroxides surface. Catal. Lett. 145, 1541–1548 (2015). https://doi.org/10.1007/s10562-015-1561-0
Lu, Z.Y., Xu, W.W., Zhu, W., et al.: Three-dimensional NiFe layered double hydroxide film for high-efficiency oxygen evolution reaction. Chem. Commun. 50, 6479–6482 (2014). https://doi.org/10.1039/c4cc01625d
Kou, Z.K., Zang, W.J., Pei, W., et al.: A sacrificial Zn strategy enables anchoring of metal single atoms on the exposed surface of holey 2D molybdenum carbide nanosheets for efficient electrocatalysis. J. Mater. Chem. A 8, 3071–3082 (2020). https://doi.org/10.1039/c9ta12838g
Gao, Q.S., Zhang, W.B., Shi, Z.P., et al.: Structural design and electronic modulation of transition-metal-carbide electrocatalysts toward efficient hydrogen evolution. Adv. Mater. 31, 1802880 (2019). https://doi.org/10.1002/adma.201802880
Levy, R.B., Boudart, M.: Platinum-like behavior of tungsten carbide in surface catalysis. Science 181, 547–549 (1973). https://doi.org/10.1126/science.181.4099.547
Ma, Y.Y., Yang, T., Zou, H.Y., et al.: Synergizing Mo single atoms and Mo2C nanoparticles on CNTs synchronizes selectivity and activity of electrocatalytic N2 reduction to ammonia. Adv. Mater. 32, 2002177 (2020). https://doi.org/10.1002/adma.202002177
Liao, L., Wang, S.N., Xiao, J.J., et al.: A nanoporous molybdenum carbide nanowire as an electrocatalyst for hydrogen evolution reaction. Energy Environ. Sci. 7, 387–392 (2014). https://doi.org/10.1039/c3ee42441c
Vrubel, H., Hu, X.L.: Molybdenum boride and carbide catalyze hydrogen evolution in both acidic and basic solutions. Angew. Chem. Int. Ed. 51, 12703–12706 (2012). https://doi.org/10.1002/anie.201207111
Hwu, H.H., Chen, J.G.: Surface chemistry of transition metal carbides. Chem. Rev. 105, 185–212 (2005). https://doi.org/10.1021/cr0204606
Michalsky, R., Zhang, Y.J., Peterson, A.A.: Trends in the hydrogen evolution activity of metal carbide catalysts. ACS Catal. 4, 1274–1278 (2014). https://doi.org/10.1021/cs500056u
Esposito, D.V., Chen, J.G.: Monolayer platinum supported on tungsten carbides as low-cost electrocatalysts: opportunities and limitations. Energy Environ. Sci. 4, 3900–3912 (2011). https://doi.org/10.1039/c1ee01851e
Yang, S., Kim, J., Tak, Y.J., et al.: Single-atom catalyst of platinum supported on titanium nitride for selective electrochemical reactions. Angew. Chem. Int. Ed. 128, 2098–2102 (2016). https://doi.org/10.1002/ange.201509241
Yang, S., Tak, Y.J., Kim, J., et al.: Support effects in single-atom platinum catalysts for electrochemical oxygen reduction. ACS Catal. 7, 1301–1307 (2017). https://doi.org/10.1021/acscatal.6b02899
Sahoo, S.K., Ye, Y., Lee, S., et al.: Rational design of TiC-supported single-atom electrocatalysts for hydrogen evolution and selective oxygen reduction reactions. ACS Energy Lett. 4, 126–132 (2019). https://doi.org/10.1021/acsenergylett.8b01942
Shin, S., Kim, J., Park, S., et al.: Changes in the oxidation state of Pt single-atom catalysts upon removal of chloride ligands and their effect for electrochemical reactions. Chem. Commun. 55, 6389–6392 (2019). https://doi.org/10.1039/c9cc01593k
Ma, Y., Ren, Y.J., Zhou, Y.N., et al.: High-density and thermally stable palladium single-atom catalysts for chemoselective hydrogenations. Angew. Chem. Int. Ed. 59, 21613–21619 (2020). https://doi.org/10.1002/anie.202007707
Yu, J.Y., Wang, A.Z., Yu, W.Q., et al.: Tailoring the ruthenium reactive sites on N doped molybdenum carbide nanosheets via the anti-Ostwald ripening as efficient electrocatalyst for hydrogen evolution reaction in alkaline media. Appl. Catal. B: Environ. 277, 119236 (2020). https://doi.org/10.1016/j.apcatb.2020.119236
He, J.N., Cui, Z.D., Zhu, S.L., et al.: Insight into the electrochemical-cycling activation of Pt/molybdenum carbide toward synergistic hydrogen evolution catalysis. J. Catal. 384, 169–176 (2020). https://doi.org/10.1016/j.jcat.2020.02.020
Ramalingam, V., Varadhan, P., Fu, H.C., et al.: Heteroatom-mediated interactions between ruthenium single atoms and an MXene support for efficient hydrogen evolution. Adv. Mater. 31, 1903841 (2019). https://doi.org/10.1002/adma.201903841
Anasori, B., Lukatskaya, M.R., Gogotsi, Y.: 2D metal carbides and nitrides (MXenes) for energy storage. Nat. Rev. Mater. 2, 16098 (2017). https://doi.org/10.1038/natrevmats.2016.98
Ghidiu, M., Lukatskaya, M.R., Zhao, M.Q., et al.: Conductive two-dimensional titanium carbide ‘clay’ with high volumetric capacitance. Nature 516, 78–81 (2014). https://doi.org/10.1038/nature13970
Fu, H.C., Ramalingam, V., Kim, H., et al.: Solar cells: MXene-contacted silicon solar cells with 11.5% efficiency. Adv. Energy Mater. 9, 1970083 (2019). https://doi.org/10.1002/aenm.201970083
Lukatskaya, M.R., Mashtalir, O., Ren, C.E., et al.: Cation intercalation and high volumetric capacitance of two-dimensional titanium carbide. Science 341, 1502–1505 (2013). https://doi.org/10.1126/science.1241488
Naguib, M., Halim, J., Lu, J., et al.: New two-dimensional niobium and vanadium carbides as promising materials for Li-ion batteries. J. Am. Chem. Soc. 135, 15966–15969 (2013). https://doi.org/10.1021/ja405735d
Xie, X.Q., Zhao, M.Q., Anasori, B., et al.: Porous heterostructured MXene/carbon nanotube composite paper with high volumetric capacity for sodium-based energy storage devices. Nano Energy 26, 513–523 (2016). https://doi.org/10.1016/j.nanoen.2016.06.005
Liang, X., Garsuch, A., Nazar, L.F.: Sulfur cathodes based on conductive MXene nanosheets for high-performance lithium-sulfur batteries. Angew. Chem. Int. Ed. 127, 3979–3983 (2015). https://doi.org/10.1002/ange.201410174
Pandey, M., Thygesen, K.S.: Two-dimensional MXenes as catalysts for electrochemical hydrogen evolution: a computational screening study. J. Phys. Chem. C 121, 13593–13598 (2017). https://doi.org/10.1021/acs.jpcc.7b05270
Zhu, C.Z., Shi, Q.R., Feng, S., et al.: Single-atom catalysts for electrochemical water splitting. ACS Energy Lett. 3, 1713–1721 (2018). https://doi.org/10.1021/acsenergylett.8b00640
Li, Z., Cui, Y.R., Wu, Z.W., et al.: Reactive metal-support interactions at moderate temperature in two-dimensional niobium-carbide-supported platinum catalysts. Nat. Catal. 1, 349–355 (2018). https://doi.org/10.1038/s41929-018-0067-8
Li, Z., Yu, L., Milligan, C., et al.: Two-dimensional transition metal carbides as supports for tuning the chemistry of catalytic nanoparticles. Nat. Commun. 9, 1–8 (2018). https://doi.org/10.1038/s41467-018-07502-5
Zhao, D., Chen, Z., Yang, W., et al.: MXene (Ti3C2) vacancy-confined single-atom catalyst for efficient functionalization of CO2. J. Am. Chem. Soc. 141, 4086–4093 (2019). https://doi.org/10.1021/jacs.8b13579
Zhang, J.Q., Zhao, Y.F., Guo, X., et al.: Single platinum atoms immobilized on an MXene as an efficient catalyst for the hydrogen evolution reaction. Nat. Catal. 1, 985–992 (2018). https://doi.org/10.1038/s41929-018-0195-1
Huang, B., Li, N., Ong, W.J., et al.: Single atom-supported MXene: how single-atomic-site catalysts tune the high activity and selectivity of electrochemical nitrogen fixation. J. Mater. Chem. A 7, 27620–27631 (2019). https://doi.org/10.1039/c9ta09776g
Lv, X., Wei, W., Zhao, P., et al.: Oxygen-terminated BiXenes and derived single atom catalysts for the hydrogen evolution reaction. J. Catal. 378, 97–103 (2019). https://doi.org/10.1016/j.jcat.2019.08.019
Kan, D.X., Lian, R.Q., Wang, D.S., et al.: Screening effective single-atom ORR and OER electrocatalysts from Pt decorated MXenes by first-principles calculations. J. Mater. Chem. A 8, 17065–17077 (2020). https://doi.org/10.1039/d0ta04429f
Liu, C.Y., Li, E.Y.: Termination effects of Pt/v-Tin+1CnT2 MXene surfaces for oxygen reduction reaction catalysis. ACS Appl. Mater. Interfaces 11, 1638–1644 (2019). https://doi.org/10.1021/acsami.8b17600
Morales-García, Á., Calle-Vallejo, F., Illas, F.: MXenes: new horizons in catalysis. ACS Catal. 10, 13487–13503 (2020). https://doi.org/10.1021/acscatal.0c03106
Oschinski, H., Morales-García, Á., Illas, F.: Interaction of first row transition metals with M2C (M = Ti, Zr, Hf, V, Nb, Ta, Cr, Mo, and W) MXenes: a quest for single-atom catalysts. J. Phys. Chem. C 125, 2477–2484 (2021). https://doi.org/10.1021/acs.jpcc.0c10877
Guo, Z.L., Zhou, J., Sun, Z.M.: New two-dimensional transition metal borides for Li ion batteries and electrocatalysis. J. Mater. Chem. A 5, 23530–23535 (2017). https://doi.org/10.1039/c7ta08665b
Zafari, M., Nissimagoudar, A.S., Umer, M., et al.: First principles and machine learning based superior catalytic activities and selectivities for N2 reduction in MBenes, defective 2D materials and 2D π-conjugated polymer-supported single atom catalysts. J. Mater. Chem. A 9, 9203–9213 (2021). https://doi.org/10.1039/d1ta00751c
Kim, D.Y., Ha, M.R., Kim, K.S.: A universal screening strategy for the accelerated design of superior oxygen evolution/reduction electrocatalysts. J. Mater. Chem. A 9, 3511–3519 (2021). https://doi.org/10.1039/d0ta02425b
Deng, D.H., Chen, X.Q., Yu, L., et al.: A single iron site confined in a graphene matrix for the catalytic oxidation of benzene at room temperature. Sci. Adv. 1, e1500462 (2015). https://doi.org/10.1126/sciadv.1500462
Gao, K., Wang, B., Tao, L., et al.: Efficient metal-free electrocatalysts from N-doped carbon nanomaterials: mono-doping and co-doping. Adv. Mater. 31, 1805121 (2019). https://doi.org/10.1002/adma.201805121
Cheon, J.Y., Kim, J.H., Kim, J.H., et al.: Intrinsic relationship between enhanced oxygen reduction reaction activity and nanoscale work function of doped carbons. J. Am. Chem. Soc. 136, 8875–8878 (2014). https://doi.org/10.1021/ja503557x
Zhao, S.L., Wang, D.W., Amal, R., et al.: Carbon-based metal-free catalysts for key reactions involved in energy conversion and storage. Adv. Mater. 31, 1801526 (2019). https://doi.org/10.1002/adma.201801526
Zhang, L.P., Lin, C.Y., Zhang, D.T., et al.: Guiding principles for designing highly efficient metal-free carbon catalysts. Adv. Mater. 31, 1805252 (2019). https://doi.org/10.1002/adma.201805252
Xu, H.X., Cheng, D.J., Cao, D.P., et al.: A universal principle for a rational design of single-atom electrocatalysts. Nat. Catal. 1, 339–348 (2018). https://doi.org/10.1038/s41929-018-0063-z
Li, Z., Chen, Y.J., Ji, S.F., et al.: Iridium single-atom catalyst on nitrogen-doped carbon for formic acid oxidation synthesized using a general host-guest strategy. Nat. Chem. 12, 764–772 (2020). https://doi.org/10.1038/s41557-020-0473-9
Chen, Y.X., Huang, Z.W., Ma, Z., et al.: Fabrication, characterization, and stability of supported single-atom catalysts. Catal. Sci. Technol. 7, 4250–4258 (2017). https://doi.org/10.1039/c7cy00723j
Yuan, K., Sfaelou, S., Qiu, M., et al.: Synergetic contribution of boron and Fe-Nx species in porous carbons toward efficient electrocatalysts for oxygen reduction reaction. ACS Energy Lett. 3, 252–260 (2018). https://doi.org/10.1021/acsenergylett.7b01188
Gong, K., Du, F., Xia, Z., et al.: Nitrogen-doped carbon nanotube arrays with high electrocatalytic activity for oxygen reduction. Science 323, 760–764 (2009). https://doi.org/10.1126/science.1168049
Wang, X.Y., Peng, X.B., Chen, W., et al.: Insight into dynamic and steady-state active sites for nitrogen activation to ammonia by cobalt-based catalyst. Nat. Commun. 11, 653 (2020). https://doi.org/10.1038/s41467-020-14287-z
Li, Y., Wen, H.J., Yang, J., et al.: Boosting oxygen reduction catalysis with N, F, and S tri-doped porous graphene: tertiary N-precursors regulates the constitution of catalytic active sites. Carbon 142, 1–12 (2019). https://doi.org/10.1016/j.carbon.2018.09.079
Lei, Z.C., Feng, W.M., Feng, C.H., et al.: Nitrified coke wastewater sludge flocs: an attractive precursor for N, S dual-doped graphene-like carbon with ultrahigh capacitance and oxygen reduction performance. J. Mater. Chem. A 5, 2012–2020 (2017). https://doi.org/10.1039/c6ta09887h
Zhang, L.P., Xia, Z.H.: Mechanisms of oxygen reduction reaction on nitrogen-doped graphene for fuel cells. J. Phys. Chem. C 115, 11170–11176 (2011). https://doi.org/10.1021/jp201991j
Wang, S., Zhang, L., Xia, Z., et al.: BCN graphene as efficient metal-free electrocatalyst for the oxygen reduction reaction. Angew. Chem. Int. Ed. 51, 4209–4212 (2012). https://doi.org/10.1002/anie.201109257
Shen, H.J., Gracia-Espino, E., Ma, J.Y., et al.: Atomically FeN2 moieties dispersed on mesoporous carbon: a new atomic catalyst for efficient oxygen reduction catalysis. Nano Energy 35, 9–16 (2017). https://doi.org/10.1016/j.nanoen.2017.03.027
Liu, L.Y., Su, H., Tang, F.M., et al.: Confined organometallic Au1Nx single-site as an efficient bifunctional oxygen electrocatalyst. Nano Energy 46, 110–116 (2018). https://doi.org/10.1016/j.nanoen.2018.01.044
Kou, Z.K., Zang, W.J., Ma, Y.Y., et al.: Cage-confinement pyrolysis route to size-controlled molybdenum-based oxygen electrode catalysts: from isolated atoms to clusters and nanoparticles. Nano Energy 67, 104288 (2020). https://doi.org/10.1016/j.nanoen.2019.104288
Zhang, Z.Q., Chen, Y.G., Zhou, L.Q., et al.: The simplest construction of single-site catalysts by the synergism of micropore trapping and nitrogen anchoring. Nat. Commun. 10, 1675 (2019). https://doi.org/10.1038/s41467-019-09596-x
Chen, W.X., Pei, J.J., He, C.T., et al.: Rational design of single molybdenum atoms anchored on N-doped carbon for effective hydrogen evolution reaction. Angew. Chem. Int. Ed. 56, 16086–16090 (2017). https://doi.org/10.1002/anie.201710599
Wen, X.D., Duan, Z.Y., Bai, L., et al.: Atomic scandium and nitrogen-codoped graphene for oxygen reduction reaction. J. Power Sources 431, 265–273 (2019). https://doi.org/10.1016/j.jpowsour.2019.126650
Wang, X.Q., Chen, Z., Zhao, X.Y., et al.: Regulation of coordination number over single Co sites: triggering the efficient electroreduction of CO2. Angew. Chem. Int. Ed. 57, 1944–1948 (2018). https://doi.org/10.1002/anie.201712451
Li, X.G., Bi, W.T., Chen, M.L., et al.: Exclusive Ni-N4 sites realize near-unity CO selectivity for electrochemical CO2 reduction. J. Am. Chem. Soc. 139, 14889–14892 (2017). https://doi.org/10.1021/jacs.7b09074
Wei, S.J., Li, A., Liu, J.C., et al.: Direct observation of noble metal nanoparticles transforming to thermally stable single atoms. Nat. Nanotechnol. 13, 856–861 (2018). https://doi.org/10.1038/s41565-018-0197-9
Zhu, C.Z., Shi, Q.R., Xu, B.Z., et 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. 8, 1801956 (2018). https://doi.org/10.1002/aenm.201801956
Wang, X.X., Cullen, D.A., Pan, Y.T., et al.: Nitrogen-coordinated single cobalt atom catalysts for oxygen reduction in proton exchange membrane fuel cells. Adv. Mater. 30, 1706758 (2018). https://doi.org/10.1002/adma.201706758
Miao, Z.P., Wang, X.M., Tsai, M.C., et al.: Atomically dispersed Fe-Nx/C electrocatalyst boosts oxygen catalysis via a new metal-organic polymer supramolecule strategy. Adv. Energy Mater. 8, 1801226 (2018). https://doi.org/10.1002/aenm.201801226
Zhou, S.Q., Shang, L., Zhao, Y.X., et al.: Pd single-atom catalysts on nitrogen-doped graphene for the highly selective photothermal hydrogenation of acetylene to ethylene. Adv. Mater. 31, 1900509 (2019). https://doi.org/10.1002/adma.201900509
Xiao, M.L., Zhu, J.B., Li, G.R., et al.: A single-atom iridium heterogeneous catalyst in oxygen reduction reaction. Angew. Chem. Int. Ed. 58, 9640–9645 (2019). https://doi.org/10.1002/anie.201905241
Yang, Q.H., Yang, C.C., Lin, C.H., et 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. Ed. 58, 3511–3515 (2019). https://doi.org/10.1002/anie.201813494
Yang, H.B., Hung, S.F., Liu, S., et al.: Atomically dispersed Ni(i) as the active site for electrochemical CO2 reduction. Nat. Energy 3, 140–147 (2018). https://doi.org/10.1038/s41560-017-0078-8
He, Y.H., Hwang, S., Cullen, D.A., et al.: Highly active atomically dispersed CoN4 fuel cell cathode catalysts derived from surfactant-assisted MOFs: carbon-shell confinement strategy. Energy Environ. Sci. 12, 250–260 (2019). https://doi.org/10.1039/c8ee02694g
Yang, Z., Yuan, C.Z., Xu, A.W.: Confined pyrolysis within a nanochannel to form a highly efficient single iron site catalyst for Zn-air batteries. ACS Energy Lett. 3, 2383–2389 (2018). https://doi.org/10.1021/acsenergylett.8b01508
Pan, Y., Lin, R., Chen, Y.J., et al.: Design of single-atom Co-N5 catalytic site: a robust electrocatalyst for CO2 reduction with nearly 100% CO selectivity and remarkable stability. J. Am. Chem. Soc. 140, 4218–4221 (2018). https://doi.org/10.1021/jacs.8b00814
Lin, Y.C., Liu, P.Y., Velasco, E., et al.: Fabricating single-atom catalysts from chelating metal in open frameworks. Adv. Mater. 31, 1808193 (2019). https://doi.org/10.1002/adma.201808193
Chen, Z.G., Gong, W.B., Liu, Z.B., et al.: Coordination-controlled single-atom tungsten as a non-3d-metal oxygen reduction reaction electrocatalyst with ultrahigh mass activity. Nano Energy 60, 394–403 (2019). https://doi.org/10.1016/j.nanoen.2019.03.045
Yang, J.Q., Zhou, X.L., Wu, D.H., et al.: S-doped N-rich carbon nanosheets with expanded interlayer distance as anode materials for sodium-ion batteries. Adv. Mater. 29, 1604108 (2017). https://doi.org/10.1002/adma.201604108
Jiang, R., Li, L., Sheng, T., et 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. 140, 11594–11598 (2018). https://doi.org/10.1021/jacs.8b07294
Wang, Y.C., Lai, Y.J., Song, L., et al.: S-doping of an Fe/N/C ORR catalyst for polymer electrolyte membrane fuel cells with high power density. Angew. Chem. Int. Ed. 54, 9907–9910 (2015). https://doi.org/10.1002/anie.201503159
Qu, K.G., Zheng, Y., Dai, S., et al.: Graphene oxide-polydopamine derived N, S-codoped carbon nanosheets as superior bifunctional electrocatalysts for oxygen reduction and evolution. Nano Energy 19, 373–381 (2016). https://doi.org/10.1016/j.nanoen.2015.11.027
Chen, X.Q., Yu, L., Wang, S.H., et al.: Highly active and stable single iron site confined in graphene nanosheets for oxygen reduction reaction. Nano Energy 32, 353–358 (2017). https://doi.org/10.1016/j.nanoen.2016.12.056
Li, Q.H., Chen, W.X., Xiao, H., et al.: Fe isolated single atoms on S, N codoped carbon by copolymer pyrolysis strategy for highly efficient oxygen reduction reaction. Adv. Mater. 30, 1800588 (2018). https://doi.org/10.1002/adma.201800588
Zhang, J.T., Zhang, M., Zeng, Y., et al.: Single Fe atom on hierarchically porous S, N-codoped nanocarbon derived from porphyra enable boosted oxygen catalysis for rechargeable Zn-air batteries. Small 15, 1900307 (2019). https://doi.org/10.1002/smll.201900307
Choi, C.H., Kim, M., Kwon, H.C., et al.: Tuning selectivity of electrochemical reactions by atomically dispersed platinum catalyst. Nat. Commun. 7, 10922 (2016). https://doi.org/10.1038/ncomms10922
Kwon, H.C., Kim, M., Grote, J.P., et al.: Carbon monoxide as a promoter of atomically dispersed platinum catalyst in electrochemical hydrogen evolution reaction. J. Am. Chem. Soc. 140, 16198–16205 (2018). https://doi.org/10.1021/jacs.8b09211
Chen, P.Z., Zhou, T.P., Xing, L.L., et al.: Atomically dispersed iron-nitrogen species as electrocatalysts for bifunctional oxygen evolution and reduction reactions. Angew. Chem. Int. Ed. 56, 610–614 (2017). https://doi.org/10.1002/anie.201610119
Shang, H.S., Zhou, X.Y., Dong, J.C., et al.: Engineering unsymmetrically coordinated Cu-S1N3 single atom sites with enhanced oxygen reduction activity. Nat. Commun. 11, 3049 (2020). https://doi.org/10.1038/s41467-020-16848-8
Mun, Y., Lee, S., Kim, K., et al.: Versatile strategy for tuning ORR activity of a single Fe-N4 site by controlling electron-withdrawing/donating properties of a carbon plane. J. Am. Chem. Soc. 141, 6254–6262 (2019). https://doi.org/10.1021/jacs.8b13543
Hu, X.B., Wu, Y.T., Li, H.R., et al.: Adsorption and activation of O2 on nitrogen-doped carbon nanotubes. J. Phys. Chem. C 114, 9603–9607 (2010). https://doi.org/10.1021/jp1000013
Wu, J.J., Rodrigues, M.T.F., Vajtai, R., et al.: Tuning the electrochemical reactivity of boron- and nitrogen-substituted graphene. Adv. Mater. 28, 6239–6246 (2016). https://doi.org/10.1002/adma.201506316
Yang, L.J., Jiang, S.J., Zhao, Y., et al.: Boron-doped carbon nanotubes as metal-free electrocatalysts for the oxygen reduction reaction. Angew. Chem. Int. Ed. 50, 7132–7135 (2011). https://doi.org/10.1002/anie.201101287
Agnoli, S., Favaro, M.: Doping graphene with boron: a review of synthesis methods, physicochemical characterization, and emerging applications. J. Mater. Chem. A 4, 5002–5025 (2016). https://doi.org/10.1039/c5ta10599d
Sun, H., Wang, M.F., Du, X.C., et al.: Modulating the d-band center of boron doped mingle-atom sites to boost the oxygen reduction reaction. J. Mater. Chem. A 7, 20952–20957 (2019). https://doi.org/10.1039/c9ta06949f
Zhu, Y., Zhang, Z.Y., Li, W.Q., et al.: Highly exposed active sites of defect-enriched derived MOFs for enhanced oxygen reduction reaction. ACS Sustain. Chem. Eng. 7, 17855–17862 (2019). https://doi.org/10.1021/acssuschemeng.9b04380
Liu, L.C., Díaz, U., Arenal, R., et al.: Generation of subnanometric platinum with high stability during transformation of a 2D zeolite into 3D. Nat. Mater. 16, 132–138 (2017). https://doi.org/10.1038/nmat4757
Golafrooz Shahri, S., Roknabadi, M.R., Radfar, R.: Spin-dependent structural, electronic and transport properties of armchair graphyne nanoribbons doped with single transition-metal atom, using DFT calculations. J. Magn. Magn. Mater. 443, 96–103 (2017). https://doi.org/10.1016/j.jmmm.2017.07.039
Chen, Y.J., Ji, S.F., Wang, Y.G., et al.: Isolated single iron atoms anchored on N-doped porous carbon as an efficient electrocatalyst for the oxygen reduction reaction. Angew. Chem. Int. Ed. 56, 6937–6941 (2017). https://doi.org/10.1002/anie.201702473
Wang, J., Huang, Z.Q., Liu, W., et al.: Design of N-coordinated dual-metal sites: a stable and active Pt-free catalyst for acidic oxygen reduction reaction. J. Am. Chem. Soc. 139, 17281–17284 (2017). https://doi.org/10.1021/jacs.7b10385
Chung, H.T., Cullen, D.A., Higgins, D., et al.: Direct atomic-level insight into the active sites of a high-performance PGM-free ORR catalyst. Science 357, 479–484 (2017). https://doi.org/10.1126/science.aan2255
Qiu, H.J., Ito, Y., Cong, W.T., et al.: Nanoporous graphene with single-atom nickel dopants: an efficient and stable catalyst for electrochemical hydrogen production. Angew. Chem. Int. Ed. 54, 14031–14035 (2015). https://doi.org/10.1002/anie.201507381
Zhang, X.F., Guo, J.J., Guan, P.F., et al.: Catalytically active single-atom niobium in graphitic layers. Nat. Commun. 4, 1924 (2013). https://doi.org/10.1038/ncomms2929
Huang, F., Deng, Y.C., Chen, Y.L., et al.: Atomically dispersed Pd on nanodiamond/graphene hybrid for selective hydrogenation of acetylene. J. Am. Chem. Soc. 140, 13142–13146 (2018). https://doi.org/10.1021/jacs.8b07476
Yan, Z.C., Xiao, J., Lai, W.H., et al.: Nickel sulfide nanocrystals on nitrogen-doped porous carbon nanotubes with high-efficiency electrocatalysis for room-temperature sodium-sulfur batteries. Nat. Commun. 10, 4793 (2019). https://doi.org/10.1038/s41467-019-11600-3
Gong, Y.J., Fei, H.L., Zou, X.L., et al.: Boron- and nitrogen-substituted graphene nanoribbons as efficient catalysts for oxygen reduction reaction. Chem. Mater. 27, 1181–1186 (2015). https://doi.org/10.1021/cm5037502
Fei, H., Ye, R., Ye, G., et al.: Boron-and nitrogen-doped graphene quantum dots/graphene hybrid nanoplatelets as efficient electrocatalysts for oxygen reduction. ACS Nano 8, 10837–10843 (2014). https://doi.org/10.1021/nn504637y
Fu, X.G., Zamani, P., Choi, J.Y., et al.: In situ polymer graphenization ingrained with nanoporosity in a nitrogenous electrocatalyst boosting the performance of polymer-electrolyte-membrane fuel cells. Adv. Mater. 29, 1604456 (2017). https://doi.org/10.1002/adma.201604456
Leonard, N.D., Wagner, S., Luo, F., et al.: Deconvolution of utilization, site density, and turnover frequency of Fe-nitrogen-carbon oxygen reduction reaction catalysts prepared with secondary N-precursors. ACS Catal. 8, 1640–1647 (2018). https://doi.org/10.1021/acscatal.7b02897
Liu, Y.W., Li, Z., Yu, Q.Y., et al.: A general strategy for fabricating isolated single metal atomic site catalysts in Y zeolite. J. Am. Chem. Soc. 141, 9305–9311 (2019). https://doi.org/10.1021/jacs.9b02936
Liu, S.H., Wang, Z.Y., Zhou, S., et al.: Metal-organic-framework-derived hybrid carbon nanocages as a bifunctional electrocatalyst for oxygen reduction and evolution. Adv. Mater. 29, 1700874 (2017). https://doi.org/10.1002/adma.201700874
Lee, S., Fan, C.Y., Wu, T.P., et al.: CO oxidation on Aun/TiO2 catalysts produced by size-selected cluster deposition. J. Am. Chem. Soc. 126, 5682–5683 (2004). https://doi.org/10.1021/ja049436v
Lei, Y., Mehmood, F., Lee, S., et al.: Increased silver activity for direct propylene epoxidation via subnanometer size effects. Science 328, 224–228 (2010). https://doi.org/10.1126/science.1185200
Li, Z.J., Wang, D.H., Wu, Y.E., et al.: Recent advances in the precise control of isolated single-site catalysts by chemical methods. Natl. Sci. Rev. 5, 673–689 (2018). https://doi.org/10.1093/nsr/nwy056
Jin, R.C., Zeng, C.J., Zhou, M., et al.: Atomically precise colloidal metal nanoclusters and nanoparticles: fundamentals and opportunities. Chem. Rev. 116, 10346–10413 (2016). https://doi.org/10.1021/acs.chemrev.5b00703
Liang, S.X., Hao, C., Shi, Y.T.: The power of single-atom catalysis. ChemCatChem 7, 2559–2567 (2015). https://doi.org/10.1002/cctc.201500363
Moses-Debusk, M., Yoon, M., Allard, L.F., et al.: CO oxidation on supported single Pt atoms: experimental and ab initio density functional studies of CO interaction with Pt atom on θ-Al2O3(010) surface. J. Am. Chem. Soc. 135, 12634–12645 (2013). https://doi.org/10.1021/ja401847c
Qiao, B.T., Liu, J.X., Wang, Y.G., et al.: Highly efficient catalysis of preferential oxidation of CO in H2-rich stream by gold single-atom catalysts. ACS Catal. 5, 6249–6254 (2015). https://doi.org/10.1021/acscatal.5b01114
Tang, Y., Asokan, C., Xu, M.J., et al.: Rh single atoms on TiO2 dynamically respond to reaction conditions by adapting their site. Nat. Commun. 10, 4488 (2019). https://doi.org/10.1038/s41467-019-12461-6
DeRita, L., Resasco, J., Dai, S., et al.: Structural evolution of atomically dispersed Pt catalysts dictates reactivity. Nat. Mater. 18, 746–751 (2019). https://doi.org/10.1038/s41563-019-0349-9
Deng, J., Li, H.B., Wang, S.H., et al.: Multiscale structural and electronic control of molybdenum disulfide foam for highly efficient hydrogen production. Nat. Commun. 8, 14430 (2017). https://doi.org/10.1038/ncomms14430
Kuang, P.Y., Wang, Y.R., Zhu, B.C., et al.: Pt single atoms supported on N-doped mesoporous hollow carbon spheres with enhanced electrocatalytic H2-evolution activity. Adv. Mater. 33, 2008599 (2021). https://doi.org/10.1002/adma.202008599
Jeong, H., Kwon, O., Kim, B.S., et al.: Highly durable metal ensemble catalysts with full dispersion for automotive applications beyond single-atom catalysts. Nat. Catal. 3, 368–375 (2020). https://doi.org/10.1038/s41929-020-0427-z
Liu, W., Zhang, H.X., Li, C.M., et al.: Non-noble metal single-atom catalysts prepared by wet chemical method and their applications in electrochemical water splitting. J. Energy Chem. 47, 333–345 (2020). https://doi.org/10.1016/j.jechem.2020.02.020
Li, J.Z., Chen, M.J., Cullen, D.A., et al.: Atomically dispersed manganese catalysts for oxygen reduction in proton-exchange membrane fuel cells. Nat. Catal. 1, 935–945 (2018). https://doi.org/10.1038/s41929-018-0164-8
Zhang, W.J., Jiang, P.P., Wang, Y., et al.: Bottom-up approach to engineer a molybdenum-doped covalent-organic framework catalyst for selective oxidation reaction. RSC Adv. 4, 51544–51547 (2014). https://doi.org/10.1039/c4ra09304f
Kistler, J.D., Chotigkrai, N., Xu, P.H., et al.: A single-site platinum CO oxidation catalyst in zeolite KLTL: microscopic and spectroscopic determination of the locations of the platinum atoms. Angew. Chem. Int. Ed. 53, 8904–8907 (2014). https://doi.org/10.1002/anie.201403353
Lu, J., Aydin, C., Browning, N.D., et al.: Imaging isolated gold atom catalytic sites in zeolite NaY. Angew. Chem. Int. Ed. 51, 5842–5846 (2012). https://doi.org/10.1002/anie.201107391
Zhu, Y.Q., Cao, T., Cao, C.B., et al.: One-pot pyrolysis to N-doped graphene with high-density Pt single atomic sites as heterogeneous catalyst for alkene hydrosilylation. ACS Catal. 8, 10004–10011 (2018). https://doi.org/10.1021/acscatal.8b02624
Zhao, K., Nie, X.W., Wang, H.Z., et al.: Selective electroreduction of CO2 to acetone by single copper atoms anchored on N-doped porous carbon. Nat. Commun. 11, 2455 (2020). https://doi.org/10.1038/s41467-020-16381-8
Yang, Z.K., Wang, Y., Zhu, M.Z., et al.: Boosting oxygen reduction catalysis with Fe-N4 sites decorated porous carbons toward fuel cells. ACS Catal. 9, 2158–2163 (2019). https://doi.org/10.1021/acscatal.8b04381
Yang, H.Z., Shang, L., Zhang, Q.H., et al.: A universal ligand mediated method for large scale synthesis of transition metal single atom catalysts. Nat. Commun. 10, 4585 (2019). https://doi.org/10.1038/s41467-019-12510-0
Yin, P.Q., Yao, T., Wu, Y.E., et al.: Single cobalt atoms with precise N-coordination as superior oxygen reduction reaction catalysts. Angew. Chem. Int. Ed. 55, 10800–10805 (2016). https://doi.org/10.1002/anie.201604802
Lu, J., Fu, B., Kung, M.C., et al.: Coking- and sintering-resistant palladium catalysts achieved through atomic layer deposition. Science 335, 1205–1208 (2012). https://doi.org/10.1126/science.1212906
O’Neill, B.J., Jackson, D.H.K., Crisci, A.J., et al.: Stabilization of copper catalysts for liquid-phase reactions by atomic layer deposition. Angew. Chem. Int. Ed. 52, 13808–13812 (2013). https://doi.org/10.1002/anie.201308245
Lu, J., Elam, J.W., Stair, P.C.: Synthesis and stabilization of supported metal catalysts by atomic layer deposition. Acc. Chem. Res. 46, 1806–1815 (2013). https://doi.org/10.1021/ar300229c
Zhang, T., Fu, L.: Controllable chemical vapor deposition growth of two-dimensional heterostructures. Chem 4, 671–689 (2018). https://doi.org/10.1016/j.chempr.2017.12.006
Zhao, J., Deng, Q., Bachmatiuk, A., et al.: Free-standing single-atom-thick iron membranes suspended in graphene pores. Science 343, 1228–1232 (2014). https://doi.org/10.1126/science.1245273
Tavakkoli, M., Holmberg, N., Kronberg, R., et al.: Electrochemical activation of single-walled carbon nanotubes with pseudo-atomic-scale platinum for the hydrogen evolution reaction. ACS Catal. 7, 3121–3130 (2017). https://doi.org/10.1021/acscatal.7b00199
Jeon, I.Y., Zhang, S., Zhang, L.P., et al.: Edge-selectively sulfurized graphene nanoplatelets as efficient metal-free electrocatalysts for oxygen reduction reaction: the electron spin effect. Adv. Mater. 25, 6138–6145 (2013). https://doi.org/10.1002/adma.201302753
Vajda, S., White, M.G.: Catalysis applications of size-selected cluster deposition. ACS Catal. 5, 7152–7176 (2015). https://doi.org/10.1021/acscatal.5b01816
Yamazaki, K., Maehara, Y., Kitajima, R., et al.: High-density dispersion of single platinum atoms on graphene by plasma sputtering in N2 atmosphere. Appl. Phys. Express 11, 095101 (2018). https://doi.org/10.7567/apex.11.095101
Wei, H.H., Huang, K., Wang, D., et al.: Iced photochemical reduction to synthesize atomically dispersed metals by suppressing nanocrystal growth. Nat. Commun. 8, 1490 (2017). https://doi.org/10.1038/s41467-017-01521-4
Zhong, H.X., Wang, J., Zhang, Q., et al.: In situ coupling FeM (M = Ni, Co) with nitrogen-doped porous carbon toward highly efficient trifunctional electrocatalyst for overall water splitting and rechargeable Zn-air battery. Adv. Sustain. Syst. 1, 1700020 (2017). https://doi.org/10.1002/adsu.201700020
Meng, F.L., Zhong, H.X., Yan, J.M., et al.: Iron-chelated hydrogel-derived bifunctional oxygen electrocatalyst for high-performance rechargeable Zn-air batteries. Nano Res. 10, 4436–4447 (2017). https://doi.org/10.1007/s12274-016-1343-z
Xiao, M.L., Zhang, H., Chen, Y.T., et al.: Identification of binuclear Co2N5 active sites for oxygen reduction reaction with more than one magnitude higher activity than single atom CoN4 site. Nano Energy 46, 396–403 (2018). https://doi.org/10.1016/j.nanoen.2018.02.025
Greeley, J., Stephens, I.E.L., Bondarenko, A.S., et al.: Alloys of platinum and early transition metals as oxygen reduction electrocatalysts. Nat. Chem. 1, 552–556 (2009). https://doi.org/10.1038/nchem.367
Calle-Vallejo, F., Martínez, J.I., García-Lastra, J.M., et al.: Oxygen reduction and evolution at single-metal active sites: comparison between functionalized graphitic materials and protoporphyrins. Surf. Sci. 607, 47–53 (2013). https://doi.org/10.1016/j.susc.2012.08.005
Tiwari, J.N., Nath, K., Kumar, S., et al.: Stable platinum nanoclusters on genomic DNA-graphene oxide with a high oxygen reduction reaction activity. Nat. Commun. 4, 2221 (2013). https://doi.org/10.1038/ncomms3221
Lu, Z.Y., Chen, G.X., Siahrostami, S., et al.: High-efficiency oxygen reduction to hydrogen peroxide catalysed by oxidized carbon materials. Nat. Catal. 1, 156–162 (2018). https://doi.org/10.1038/s41929-017-0017-x
Chiang, W.H., Iihara, Y., Li, W.T., et al.: Enhanced thermoelectric properties of boron-substituted single-walled carbon nanotube films. ACS Appl. Mater. Interfaces 11, 7235–7241 (2019). https://doi.org/10.1021/acsami.8b14616
Chen, S.C., Chen, Z.H., Siahrostami, S., et al.: Defective carbon-based materials for the electrochemical synthesis of hydrogen peroxide. ACS Sustain. Chem. Eng. 6, 311–317 (2018). https://doi.org/10.1021/acssuschemeng.7b02517
Kulkarni, A., Siahrostami, S., Patel, A., et al.: Understanding catalytic activity trends in the oxygen reduction reaction. Chem. Rev. 118, 2302–2312 (2018). https://doi.org/10.1021/acs.chemrev.7b00488
Jung, E., Shin, H., Lee, B.H., et al.: Atomic-level tuning of Co-N-C catalyst for high-performance electrochemical H2O2 production. Nat. Mater. 19, 436–442 (2020). https://doi.org/10.1038/s41563-019-0571-5
Liang, H.W., Wei, W., Wu, Z.S., et al.: Mesoporous metal-nitrogen-doped carbon electrocatalysts for highly efficient oxygen reduction reaction. J. Am. Chem. Soc. 135, 16002–16005 (2013). https://doi.org/10.1021/ja407552k
Peng, P., Shi, L., Huo, F., et al.: A pyrolysis-free path toward superiorly catalytic nitrogen-coordinated single atom. Sci. Adv. 5, eaaw2322 (2019). https://doi.org/10.1126/sciadv.aaw2322
Pan, Y., Liu, S.J., Sun, K.A., et al.: A bimetallic Zn/Fe polyphthalocyanine-derived single-atom Fe-N4 catalytic site: a superior trifunctional catalyst for overall water splitting and Zn-air batteries. Angew. Chem. Int. Ed. 57, 8614–8618 (2018). https://doi.org/10.1002/anie.201804349
Yang, Z.K., Chen, B.X., Chen, W.X., et al.: Directly transforming copper (I) oxide bulk into isolated single-atom copper sites catalyst through gas-transport approach. Nat. Commun. 10, 3734 (2019). https://doi.org/10.1038/s41467-019-11796-4
Liu, S., Li, Z.D., Wang, C.L., et al.: Turning main-group element magnesium into a highly active electrocatalyst for oxygen reduction reaction. Nat. Commun. 11, 938 (2020). https://doi.org/10.1038/s41467-020-14565-w
Yang, W.X., Liu, X.J., Yue, X.Y., et al.: Bamboo-like carbon nanotube/Fe3C nanoparticle hybrids and their highly efficient catalysis for oxygen reduction. J. Am. Chem. Soc. 137, 1436–1439 (2015). https://doi.org/10.1021/ja5129132
Ren, G., Lu, X., Li, Y., et al.: Porous core-shell Fe3C embedded N-doped carbon nanofibers as an effective electrocatalysts for oxygen reduction reaction. ACS Appl. Mater. Interfaces 8, 4118–4125 (2016). https://doi.org/10.1021/acsami.5b11786
Lee, J.S., Park, G.S., Kim, S.T., et al.: A highly efficient electrocatalyst for the oxygen reduction reaction: N-doped ketjenblack incorporated into Fe/Fe3C-functionalized melamine foam. Angew. Chem. Int. Ed. 52, 1026–1030 (2013). https://doi.org/10.1002/anie.201207193
Jiang, W.J., Gu, L., Li, L., et al.: Understanding the high activity of Fe-N-C electrocatalysts in oxygen reduction: Fe/Fe3C nanoparticles boost the activity of Fe-Nx. J. Am. Chem. Soc. 138, 3570–3578 (2016). https://doi.org/10.1021/jacs.6b00757
Jiang, K., Back, S., Akey, A.J., et al.: Highly selective oxygen reduction to hydrogen peroxide on transition metal single atom coordination. Nat. Commun. 10, 3997 (2019). https://doi.org/10.1038/s41467-019-11992-2
Lee, Y.L., Kleis, J., Rossmeisl, J., et al.: Prediction of solid oxide fuel cell cathode activity with first-principles descriptors. Energy Environ. Sci. 4, 3966–3970 (2011). https://doi.org/10.1039/c1ee02032c
Deml, A.M., Stevanović, V., Muhich, C.L., et al.: Oxide enthalpy of formation and band gap energy as accurate descriptors of oxygen vacancy formation energetics. Energy Environ. Sci. 7, 1996–2004 (2014). https://doi.org/10.1039/c3ee43874k
Calle-Vallejo, F., Loffreda, D., Koper, M.T.M., et al.: Introducing structural sensitivity into adsorption-energy scaling relations by means of coordination numbers. Nat. Chem. 7, 403–410 (2015). https://doi.org/10.1038/nchem.2226
Calle-Vallejo, F., Tymoczko, J., Colic, V., et al.: Finding optimal surface sites on heterogeneous catalysts by counting nearest neighbors. Science 350, 185–189 (2015). https://doi.org/10.1126/science.aab3501
Calle-Vallejo, F., Martínez, J.I., García-Lastra, J.M., et al.: Fast prediction of adsorption properties for platinum nanocatalysts with generalized coordination numbers. Angew. Chem. Int. Ed. 53, 8316–8319 (2014). https://doi.org/10.1002/anie.201402958
Wang, P.Y., Zhu, J.W., Pu, Z.H., et al.: Interfacial engineering of Co nanoparticles/Co2C nanowires boosts overall water splitting kinetics. Appl. Catal. B: Environ. 296, 120334 (2021). https://doi.org/10.1016/j.apcatb.2021.120334
Stoerzinger, K.A., Rao, R.R., Wang, X.R., et al.: The role of Ru redox in pH-dependent oxygen evolution on rutile ruthenium dioxide surfaces. Chem 2, 668–675 (2017). https://doi.org/10.1016/j.chempr.2017.04.001
Chang, S.H., Connell, J.G., Danilovic, N., et al.: Activity-stability relationship in the surface electrochemistry of the oxygen evolution reaction. Faraday Discuss. 176, 125–133 (2014). https://doi.org/10.1039/c4fd00134f
Roy, C., Rao, R.R., Stoerzinger, K.A., et al.: Trends in activity and dissolution on RuO2 under oxygen evolution conditions: particles versus well-defined extended surfaces. ACS Energy Lett. 3, 2045–2051 (2018). https://doi.org/10.1021/acsenergylett.8b01178
Danilovic, N., Subbaraman, R., Chang, K.C., et al.: Activity-stability trends for the oxygen evolution reaction on monometallic oxides in acidic environments. J. Phys. Chem. Lett. 5, 2474–2478 (2014). https://doi.org/10.1021/jz501061n
Fabbri, E., Habereder, A., Waltar, K., et al.: Developments and perspectives of oxide-based catalysts for the oxygen evolution reaction. Catal. Sci. Technol. 4, 3800–3821 (2014). https://doi.org/10.1039/c4cy00669k
Paoli, E.A., Masini, F., Frydendal, R., et al.: Oxygen evolution on well-characterized mass-selected Ru and RuO2 nanoparticles. Chem. Sci. 6, 190–196 (2015). https://doi.org/10.1039/c4sc02685c
Rong, X., Parolin, J., Kolpak, A.M.: A fundamental relationship between reaction mechanism and stability in metal oxide catalysts for oxygen evolution. ACS Catal. 6, 1153–1158 (2016). https://doi.org/10.1021/acscatal.5b02432
Wohlfahrt-Mehrens, M., Heitbaum, J.: Oxygen evolution on Ru and RuO2 electrodes studied using isotope labelling and on-line mass spectrometry. J. Electroanal. Chem. Interfacial Electrochem. 237, 251–260 (1987). https://doi.org/10.1016/0022-0728(87)85237-3
Strasser, P.: Free electrons to molecular bonds and back: closing the energetic oxygen reduction (ORR)-oxygen evolution (OER) cycle using core-shell nanoelectrocatalysts. Acc. Chem. Res. 49, 2658–2668 (2016). https://doi.org/10.1021/acs.accounts.6b00346
Cherevko, S., Zeradjanin, A.R., Topalov, A.A., et al.: Dissolution of noble metals during oxygen evolution in acidic media. ChemCatChem 6, 2219–2223 (2014). https://doi.org/10.1002/cctc.201402194
Grimaud, A., Diaz-Morales, O., Han, B.H., et al.: Activating lattice oxygen redox reactions in metal oxides to catalyse oxygen evolution. Nat. Chem. 9, 457–465 (2017). https://doi.org/10.1038/nchem.2695
He, Z.Y., Dong, B.Q., Wang, W.L., et al.: Elucidating interaction between palladium and N-doped carbon nanotubes: effect of electronic property on activity for nitrobenzene hydrogenation. ACS Catal. 9, 2893–2901 (2019). https://doi.org/10.1021/acscatal.8b03965
Sultan, S., Tiwari, J.N., Singh, A.N., et al.: Single atoms and clusters based nanomaterials for hydrogen evolution, oxygen evolution reactions, and full water splitting. Adv. Energy Mater. 9, 1900624 (2019). https://doi.org/10.1002/aenm.201900624
Tiwari, J.N., Singh, A.N., Sultan, S., et al.: Recent advancement of p- and d-block elements, single atoms, and graphene-based photoelectrochemical electrodes for water splitting. Adv. Energy Mater. 10, 2000280 (2020). https://doi.org/10.1002/aenm.202000280
Li, J.Q., Zhong, L.X., Tong, L.M., et al.: Atomic Pd on graphdiyne/graphene heterostructure as efficient catalyst for aromatic nitroreduction. Adv. Funct. Mater. 29, 1905423 (2019). https://doi.org/10.1002/adfm.201905423
Cheng, W.R., Zhao, X., Su, H., et al.: Lattice-strained metal-organic-framework arrays for bifunctional oxygen electrocatalysis. Nat. Energy 4, 115–122 (2019). https://doi.org/10.1038/s41560-018-0308-8
Yao, Y.G., Huang, Z.N., Xie, P.F., et al.: High temperature shockwave stabilized single atoms. Nat. Nanotechnol. 14, 851–857 (2019). https://doi.org/10.1038/s41565-019-0518-7
Jiao, Y., Zheng, Y., Jaroniec, M., et al.: Design of electrocatalysts for oxygen- and hydrogen-involving energy conversion reactions. Chem. Soc. Rev. 44, 2060–2086 (2015). https://doi.org/10.1039/c4cs00470a
Reier, T., Pawolek, Z., Cherevko, S., et al.: Molecular insight in structure and activity of highly efficient, low-Ir Ir-Ni oxide catalysts for electrochemical water splitting (OER). J. Am. Chem. Soc. 137, 13031–13040 (2015). https://doi.org/10.1021/jacs.5b07788
Stamenkovic, V.R., Mun, B.S., Arenz, M., et al.: Trends in electrocatalysis on extended and nanoscale Pt-bimetallic alloy surfaces. Nat. Mater. 6, 241–247 (2007). https://doi.org/10.1038/nmat1840
Luo, M.C., Guo, S.J.: Strain-controlled electrocatalysis on multimetallic nanomaterials. Nat. Rev. Mater. 2, 17059 (2017). https://doi.org/10.1038/natrevmats.2017.59
Stephens, I.E.L., Bondarenko, A.S., Perez-Alonso, F.J., et al.: Tuning the activity of Pt(111) for oxygen electroreduction by subsurface alloying. J. Am. Chem. Soc. 133, 5485–5491 (2011). https://doi.org/10.1021/ja111690g
Calle-Vallejo, F., Koper, M.T.M., Bandarenka, A.S.: Tailoring the catalytic activity of electrodes with monolayer amounts of foreign metals. Chem. Soc. Rev. 42, 5210–5230 (2013). https://doi.org/10.1039/c3cs60026b
Kou, Z.K., Wang, T.T., Gu, Q.L., et al.: Rational design of holey 2D nonlayered transition metal carbide/nitride heterostructure nanosheets for highly efficient water oxidation. Adv. Energy Mater. 9, 1803768 (2019). https://doi.org/10.1002/aenm.201803768
Zhang, H., Li, W.Q., Feng, X., et al.: Interfacial FeOOH/CoO nanowires array improves electrocatalytic water splitting. J. Solid State Chem. 298, 122156 (2021). https://doi.org/10.1016/j.jssc.2021.122156
Vesborg, P.C.K., Jaramillo, T.F.: Addressing the terawatt challenge: scalability in the supply of chemical elements for renewable energy. RSC Adv. 2, 7933–7947 (2012). https://doi.org/10.1039/c2ra20839c
Papageorgopoulos, D.C., Keijzer, M., Veldhuis, J.B.J., et al.: CO tolerance of Pd-rich platinum palladium carbon-supported electrocatalysts. J. Electrochem. Soc. 149, A1400–A1404 (2002). https://doi.org/10.1149/1.1510131
Subbaraman, R., Tripkovic, D., Strmcnik, D., et al.: Enhancing hydrogen evolution activity in water splitting by tailoring Li+-Ni(OH)2–Pt interfaces. Science 334, 1256–1260 (2011). https://doi.org/10.1126/science.1211934
Danilovic, N., Subbaraman, R., Strmcnik, D., et al.: Enhancing the alkaline hydrogen evolution reaction activity through the bifunctionality of Ni(OH)2/metal catalysts. Angew. Chem. Int. Ed. 51, 12495–12498 (2012). https://doi.org/10.1002/anie.201204842
Strmcnik, D., Uchimura, M., Wang, C., et al.: Improving the hydrogen oxidation reaction rate by promotion of hydroxyl adsorption. Nat. Chem. 5, 300–306 (2013). https://doi.org/10.1038/nchem.1574
Zhao, Z.P., Liu, H.T., Gao, W.P., et al.: Surface-engineered PtNi-O nanostructure with record-high performance for electrocatalytic hydrogen evolution reaction. J. Am. Chem. Soc. 140, 9046–9050 (2018). https://doi.org/10.1021/jacs.8b04770
Yin, H.J., Zhao, S.L., Zhao, K., et al.: Ultrathin platinum nanowires grown on single-layered nickel hydroxide with high hydrogen evolution activity. Nat. Commun. 6, 1–8 (2015). https://doi.org/10.1038/ncomms7430
Peng, Y., Lu, B.Z., Chen, L.M., et al.: Hydrogen evolution reaction catalyzed by ruthenium ion-complexed graphitic carbon nitride nanosheets. J. Mater. Chem. A 5, 18261–18269 (2017). https://doi.org/10.1039/c7ta03826g
Jiang, K., Liu, B., Luo, M., et al.: Single platinum atoms embedded in nanoporous cobalt selenide as electrocatalyst for accelerating hydrogen evolution reaction. Nat Commun 10, 1743 (2019). https://doi.org/10.1038/s41467-019-09765-y
Yang, J., Mohmad, A.R., Wang, Y., et al.: Ultrahigh-current-density niobium disulfide catalysts for hydrogen evolution. Nat. Mater. 18, 1309–1314 (2019). https://doi.org/10.1038/s41563-019-0463-8
Deng, D.H., Novoselov, K.S., Fu, Q., et al.: Catalysis with two-dimensional materials and their heterostructures. Nat. Nanotechnol. 11, 218–230 (2016). https://doi.org/10.1038/nnano.2015.340
Tiwari, J.N., Sultan, S., Myung, C.W., et al.: Multicomponent electrocatalyst with ultralow Pt loading and high hydrogen evolution activity. Nat. Energy 3, 773–782 (2018). https://doi.org/10.1038/s41560-018-0209-x
Ha, M.R., Kim, D.Y., Umer, M., et al.: Tuning metal single atoms embedded in NxCy moieties toward high-performance electrocatalysis. Energy Environ. Sci. 14, 3455–3468 (2021). https://doi.org/10.1039/d1ee00154j
Tiwari, J.N., Harzandi, A.M., Ha, M.R., et al.: Hydrogen evolution: high-performance hydrogen evolution by Ru single atoms and nitrided-Ru nanoparticles implanted on N-doped graphitic sheet. Adv. Energy Mater. 9, 1970101 (2019). https://doi.org/10.1002/aenm.201970101
Tiwari, J.N., Dang, N.K., Sultan, S., et al.: Multi-heteroatom-doped carbon from waste-yeast biomass for sustained water splitting. Nat. Sustain. 3, 556–563 (2020). https://doi.org/10.1038/s41893-020-0509-6
Harzandi, A.M., Shadman, S., Ha, M.R., et al.: Immiscible bi-metal single-atoms driven synthesis of electrocatalysts having superb mass-activity and durability. Appl. Catal. B: Environ. 270, 118896 (2020). https://doi.org/10.1016/j.apcatb.2020.118896
Lai, W.H., Zhang, L.F., Hua, W.B., et al.: General π-electron-assisted strategy for Ir, Pt, Ru, Pd, Fe, Ni single-atom electrocatalysts with bifunctional active sites for highly efficient water splitting. Angew. Chem. Int. Ed. 131, 11994–11999 (2019). https://doi.org/10.1002/ange.201904614
Hossain, M.D., Liu, Z.J., Zhuang, M.H., et al.: Rational design of graphene-supported single atom catalysts for hydrogen evolution reaction. Adv. Energy Mater. 9, 1803689 (2019). https://doi.org/10.1002/aenm.201803689
Cao, L.L., Luo, Q.Q., Liu, W., et al.: Identification of single-atom active sites in carbon-based cobalt catalysts during electrocatalytic hydrogen evolution. Nat. Catal. 2, 134–141 (2019). https://doi.org/10.1038/s41929-018-0203-5
Acknowledgements
This work was partially supported by the National Natural Science Foundation of China (Grant No. 21771030) and the Natural Science Foundation of Liaoning Province (2020-MS-113).
Author information
Authors and Affiliations
Corresponding authors
Ethics declarations
Conflict of interest
The authors declare no conflict of interest.
Rights and permissions
About this article
Cite this article
Mu, Y., Wang, T., Zhang, J. et al. Single-Atom Catalysts: Advances and Challenges in Metal-Support Interactions for Enhanced Electrocatalysis. Electrochem. Energy Rev. 5, 145–186 (2022). https://doi.org/10.1007/s41918-021-00124-4
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s41918-021-00124-4