Adjacent-Site Proximity as a Dominant Activity Descriptor in Single-Atom Pt Catalysts for Hydrogen Evolution Reaction
Corresponding Author: Xing‑Hua Xia
Nano-Micro Letters,
Vol. 18 (2026), Article Number: 350
Abstract
Precise control of adjacent-site proximity and electronic states in single-atom catalysts (SACs) enable atomic-level modulation of intrinsic catalytic properties. While the influence of electronic structure on catalytic performance is well established, the impact of adjacent-site proximity remains underexplored. Here, we report the single-atom platinum catalysts on MoS2 (Pt-SAC/MoS2), in which both the controlled enrichment of adjacent Pt (Ptadj) sites and the Pt oxidation state are tuned via galvanic displacement of underpotentially deposited Cu adatoms. We find that hydrogen evolution reaction (HER) activity is predominantly governed by non-bonded Pt∙∙∙Pt proximity rather than oxidation state: enriched Ptadj sites in PtSA-0.1/MoS2 exhibits a mass activity 41-fold higher than isolated Pt (Ptiso) sites in PtSA-0.3/MoS2 under acidic conditions. In situ infrared spectroscopy reveals that Ptiso sites preferentially bind linear adsorbed hydrogen intermediate (*HL), whereas Ptadj sites stabilize bridge hydrogen intermediate (*HB), which is indicative of adjacent-site proximity. Density functional theory calculations reveal that neighboring Pt atoms promote the formation of a three-center “Pt–H–Pt” bonding intermediate, which lowers the H–H coupling barrier and accelerates HER kinetics. These findings establish adjacent-site proximity as a dominant activity descriptor in SACs and provide new design principles for next-generation high-performance electrocatalysts.
Highlights:
1 Site-specific underpotential deposition strategy enables precise spatial control over atomic-level active sites, enriching adjacent Pt sites while tuning oxidation states
2 Adjacent-site proximity dominates hydrogen evolution reaction (HER) activity, with adjacent Pt sites deliver a 41-fold higher mass activity than isolated Pt sites.
3 Pt–H–Pt bridge intermediate at adjacent sites lowers the H–H coupling barrier and accelerates HER kinetics.
Keywords
Download Citation
Endnote/Zotero/Mendeley (RIS)BibTeX
- M.S. Dresselhaus, I.L. Thomas, Alternative energy technologies. Nature 414(6861), 332–337 (2001). https://doi.org/10.1038/35104599
- I.T. McCrum, M.T.M. Koper, The role of adsorbed hydroxide in hydrogen evolution reaction kinetics on modified platinum. Nat. Energy 5(11), 891–899 (2020). https://doi.org/10.1038/s41560-020-00710-8
- S. Pan, Y. Ye, C. Zhang, X. Chen, X. Wang et al., A review of designing hierarchical structure within membrane electrode assembly for water electrolyzer. Adv. Sci. 12(36), e10546 (2025). https://doi.org/10.1002/advs.202510546
- J. Chen, G. Fu, Y. Tian, X. Li, M. Luo et al., Three-dimensional-printed Ni-based scaffold design accelerates bubble escape for ampere-level alkaline hydrogen evolution reaction. Interdiscip. Mater. 3(4), 595–606 (2024). https://doi.org/10.1002/idm2.12169
- X. Gao, Y. Chen, Y. Wang, L. Zhao, X. Zhao et al., Next-generation green hydrogen: progress and perspective from electricity, catalyst to electrolyte in electrocatalytic water splitting. Nano-Micro Lett. 16(1), 237 (2024). https://doi.org/10.1007/s40820-024-01424-2
- L. Su, H. Wu, S. Zhou, R. Qian, C. Cui et al., Narrowing the kinetic gap between alkaline and acidic hydrogen oxidation reactions through intermediate behaviors regulated on D-p hybridized Pd-based catalysts. Adv. Sci. 12(48), e13616 (2025). https://doi.org/10.1002/advs.202513616
- J. Zhu, L. Hu, P. Zhao, L.Y.S. Lee, K.-Y. Wong, Recent advances in electrocatalytic hydrogen evolution using nanops. Chem. Rev. 120(2), 851–918 (2020). https://doi.org/10.1021/acs.chemrev.9b00248
- F. Li, X.V. Medvedeva, J.J. Medvedev, E. Khairullina, H. Engelhardt et al., Interplay of electrochemical and electrical effects induces structural transformations in electrocatalysts. Nat. Catal. 4(6), 479–487 (2021). https://doi.org/10.1038/s41929-021-00624-y
- H. Mistry, A.S. Varela, S. Kühl, P. Strasser, B.R. Cuenya, Nanostructured electrocatalysts with tunable activity and selectivity. Nat. Rev. Mater. 1(4), 16009 (2016). https://doi.org/10.1038/natrevmats.2016.9
- L. Su, J. Chen, F. Yang, P. Li, Y. Jin et al., Electric-double-layer origin of the kinetic pH effect of hydrogen electrocatalysis revealed by a universal hydroxide adsorption-dependent inflection-point behavior. J. Am. Chem. Soc. 145(22), 12051–12058 (2023). https://doi.org/10.1021/jacs.3c01164
- L. Su, H. Wu, S. Zhang, C. Cui, S. Zhou et al., Insight into intermediate behaviors and design strategies of platinum group metal-based alkaline hydrogen oxidation catalysts. Adv. Mater. 37(4), 2414628 (2025). https://doi.org/10.1002/adma.202414628
- Y. Yao, J. Lyu, X. Li, C. Chen, F. Verpoort et al., A review of efficient electrocatalysts for the oxygen evolution reaction at large current density. DeCarbon 5, 100062 (2024). https://doi.org/10.1016/j.decarb.2024.100062
- W. Ma, Z. Deng, X. Zhang, Z. Zhang, Z. Zhou, Regulating the electronic structure of single-atom catalysts for electrochemical energy conversion. J. Mater. Chem. A 11(24), 12643–12658 (2023). https://doi.org/10.1039/D3TA00156C
- C. Gao, J. Low, R. Long, T. Kong, J. Zhu et al., Heterogeneous single-atom photocatalysts: fundamentals and applications. Chem. Rev. 120(21), 12175–12216 (2020). https://doi.org/10.1021/acs.chemrev.9b00840
- X. Wu, H. Zhang, S. Zuo, J. Dong, Y. Li et al., Engineering the coordination sphere of isolated active sites to explore the intrinsic activity in single-atom catalysts. Nano-Micro Lett. 13(1), 136 (2021). https://doi.org/10.1007/s40820-021-00668-6
- J. Yang, W. Li, D. Wang, Y. Li, Electronic metal–support interaction of single-atom catalysts and applications in electrocatalysis. Adv. Mater. 32(49), 2003300 (2020). https://doi.org/10.1002/adma.202003300
- D. Chen, R. Lu, R. Yu, H. Zhao, D. Wu et al., Tuning active metal atomic spacing by filling of light atoms and resulting reversed hydrogen adsorption-distance relationship for efficient catalysis. Nano-Micro Lett. 15(1), 168 (2023). https://doi.org/10.1007/s40820-023-01142-1
- R. Li, J. Zhao, B. Liu, D. Wang, Atomic distance engineering in metal catalysts to regulate catalytic performance. Adv. Mater. 36(3), 2308653 (2024). https://doi.org/10.1002/adma.202308653
- G. Luo, M. Song, Q. Zhang, L. An, T. Shen et al., Advances of synergistic electrocatalysis between single atoms and nanops/clusters. Nano-Micro Lett. 16(1), 241 (2024). https://doi.org/10.1007/s40820-024-01463-9
- D. Cao, H. Xu, H. Li, C. Feng, J. Zeng et al., Volcano-type relationship between oxidation states and catalytic activity of single-atom catalysts towards hydrogen evolution. Nat. Commun. 13(1), 5843 (2022). https://doi.org/10.1038/s41467-022-33589-y
- Y. Li, Y. Ji, Y. Zhao, J. Chen, S. Zheng et al., Local spin-state tuning of iron single-atom electrocatalyst by S-coordinated doping for kinetics-boosted ammonia synthesis. Adv. Mater. 34(28), e2202240 (2022). https://doi.org/10.1002/adma.202202240
- B. Jiang, J. Zhu, Z. Xia, J. Lyu, X. Li et al., Correlating single-atomic ruthenium interdistance with long-range interaction boosts hydrogen evolution reaction kinetics. Adv. Mater. 36(2), 2310699 (2024). https://doi.org/10.1002/adma.202310699
- Y. Shi, Z.-R. Ma, Y.-Y. Xiao, Y.-C. Yin, W.-M. Huang et al., Electronic metal–support interaction modulates single-atom platinum catalysis for hydrogen evolution reaction. Nat. Commun. 12, 3021 (2021). https://doi.org/10.1038/s41467-021-23306-6
- J. Zhang, M. Wang, T. Wan, H. Shi, A. Lv et al., Novel (Pt-ox)-(co-oy) nonbonding active structures on defective carbon from oxygen-rich coal tar pitch for efficient HER and ORR. Adv. Mater. 34(45), 2206960 (2022). https://doi.org/10.1002/adma.202206960
- B. Wang, C. Cheng, M. Jin, J. He, H. Zhang et al., A site distance effect induced by reactant molecule matchup in single-atom catalysts for Fenton-like reactions. Angew. Chem. Int. Ed. 61(33), e202207268 (2022). https://doi.org/10.1002/anie.202207268
- Z. Cui, P. Feng, G. Zhong, Q. Ou, M. Liu, W/V dual-atom doping MoS2-mediated phase transition for efficient polysulfide adsorption/conversion kinetics in lithium-sulfur battery. Nano-Micro Lett. 18(1), 134 (2026). https://doi.org/10.1007/s40820-025-01957-0
- X.-L. Chen, M. Ni, Y.-R. Li, Y.-A. Pan, C. Chi et al., Design of 2D/2D Pt SA-MoS2/ZnIn2S4 photocatalysts for boosting hydrogen production. Chem. Eng. J. 520, 165713 (2025). https://doi.org/10.1016/j.cej.2025.165713
- Y. Shi, W.-M. Huang, J. Li, Y. Zhou, Z.-Q. Li et al., Site-specific electrodeposition enables self-terminating growth of atomically dispersed metal catalysts. Nat. Commun. 11, 4558 (2020). https://doi.org/10.1038/s41467-020-18430-8
- X. Fan, P. Xu, D. Zhou, Y. Sun, Y.C. Li et al., Fast and efficient preparation of exfoliated 2H MoS2 nanosheets by sonication-assisted lithium intercalation and infrared laser-induced 1T to 2H phase reversion. Nano Lett. 15(9), 5956–5960 (2015). https://doi.org/10.1021/acs.nanolett.5b02091
- A.D. Marinov, L. Bravo Priegue, A.R. Shah, T.S. Miller, C.A. Howard et al., Ex situ characterization of 1T/2H MoS2 and their carbon composites for energy applications, a review. ACS Nano 17(6), 5163–5186 (2023). https://doi.org/10.1021/acsnano.2c08913
- J. Shi, Single-atom Co-doped MoS2 monolayers for highly active biomass hydrodeoxygenation. Chem 2(4), 468–469 (2017). https://doi.org/10.1016/j.chempr.2017.03.005
- Y. Shi, T.-T. Zhai, Y. Zhou, W.-X. Xu, D.-R. Yang et al., Atomic level tailoring of the electrocatalytic activity of Au-Pt core-shell nanops with controllable Pt layers toward hydrogen evolution reaction. J. Electroanal. Chem. 819, 442–446 (2018). https://doi.org/10.1016/j.jelechem.2017.12.006
- Y. Huang, Y. Sun, X. Zheng, T. Aoki, B. Pattengale et al., Atomically engineering activation sites onto metallic 1T-MoS2 catalysts for enhanced electrochemical hydrogen evolution. Nat. Commun. 10(1), 982 (2019). https://doi.org/10.1038/s41467-019-08877-9
- G. Eda, T. Fujita, H. Yamaguchi, D. Voiry, M. Chen et al., Coherent atomic and electronic heterostructures of single-layer MoS2. ACS Nano 6(8), 7311–7317 (2012). https://doi.org/10.1021/nn302422x
- G. Wang, G. Zhang, X. Ke, X. Chen, X. Chen et al., Direct synthesis of stable 1T-MoS2 doped with Ni single atoms for water splitting in alkaline media. Small 18(16), 2107238 (2022). https://doi.org/10.1002/smll.202107238
- S. Biswas, J. Zhou, X.-L. Chen, C. Chi, Y.-A. Pan et al., Synergistic Al−Al dual-atomic site for efficient artificial nitrogen fixation. Angew. Chem. Int. Ed. 63(24), e202405493 (2024). https://doi.org/10.1002/anie.202405493
- J. Ge, D. Zhang, Y. Qin, T. Dou, M. Jiang et al., Dual-metallic single Ru and Ni atoms decoration of MoS2 for high-efficiency hydrogen production. Appl. Catal. B Environ. 298, 120557 (2021). https://doi.org/10.1016/j.apcatb.2021.120557
- A. Shan, X. Teng, Y. Zhang, P. Zhang, Y. Xu et al., Interfacial electronic structure modulation of Pt-MoS2 heterostructure for enhancing electrocatalytic hydrogen evolution reaction. Nano Energy 94, 106913 (2022). https://doi.org/10.1016/j.nanoen.2021.106913
- Q.-Q. Yan, D.-X. Wu, S.-Q. Chu, Z.-Q. Chen, Y. Lin et al., Reversing the charge transfer between platinum and sulfur-doped carbon support for electrocatalytic hydrogen evolution. Nat. Commun. 10(1), 4977 (2019). https://doi.org/10.1038/s41467-019-12851-w
- Y. Chen, S. Ji, W. Sun, W. Chen, J. Dong et al., Discovering partially charged single-atom Pt for enhanced anti-Markovnikov alkene hydrosilylation. J. Am. Chem. Soc. 140(24), 7407–7410 (2018). https://doi.org/10.1021/jacs.8b03121
- K.L. Zhou, Z. Wang, C.B. Han, X. Ke, C. Wang et al., Platinum single-atom catalyst coupled with transition metal/metal oxide heterostructure for accelerating alkaline hydrogen evolution reaction. Nat. Commun. 12(1), 3783 (2021). https://doi.org/10.1038/s41467-021-24079-8
- P. Yin, X. Luo, Y. Ma, S.-Q. Chu, S. Chen et al., Sulfur stabilizing metal nanoclusters on carbon at high temperatures. Nat. Commun. 12, 3135 (2021). https://doi.org/10.1038/s41467-021-23426-z
- Y. Pan, X. Wang, W. Zhang, L. Tang, Z. Mu et al., Boosting the performance of single-atom catalysts via external electric field polarization. Nat. Commun. 13, 3063 (2022). https://doi.org/10.1038/s41467-022-30766-x
- Z. Shi, X. Zhang, X. Lin, G. Liu, C. Ling et al., Phase-dependent growth of Pt on MoS2 for highly efficient H2 evolution. Nature 621(7978), 300–305 (2023). https://doi.org/10.1038/s41586-023-06339-3
- X. Shi, C. Dai, X. Wang, J. Hu, J. Zhang et al., Protruding Pt single-sites on hexagonal ZnIn2S4 to accelerate photocatalytic hydrogen evolution. Nat. Commun. 13(1), 1287 (2022). https://doi.org/10.1038/s41467-022-28995-1
- R. Zhang, Y. Li, X. Zhou, A. Yu, Q. Huang et al., Single-atomic platinum on fullerene C60 surfaces for accelerated alkaline hydrogen evolution. Nat. Commun. 14, 2460 (2023). https://doi.org/10.1038/s41467-023-38126-z
- J. Mahmood, F. Li, S.-M. Jung, M.S. Okyay, I. Ahmad et al., An efficient and pH-universal ruthenium-based catalyst for the hydrogen evolution reaction. Nat. Nanotechnol. 12(5), 441–446 (2017). https://doi.org/10.1038/nnano.2016.304
- S. Fang, X. Zhu, X. Liu, J. Gu, W. Liu et al., Uncovering near-free platinum single-atom dynamics during electrochemical hydrogen evolution reaction. Nat. Commun. 11, 1029 (2020). https://doi.org/10.1038/s41467-020-14848-2
- H. Zhao, B. Ni, Y. Pan, Y. Li, J. Li et al., Key role of bridge adsorbed hydrogen intermediate on Pt–Ru pair for efficient acidic hydrogen production. Adv. Mater. 37(26), 2503221 (2025). https://doi.org/10.1002/adma.202503221
- K. Kunimatsu, H. Uchida, M. Osawa, M. Watanabe, In situ infrared spectroscopic and electrochemical study of hydrogen electro-oxidation on Pt electrode in sulfuric acid. J. Electroanal. Chem. 587(2), 299–307 (2006). https://doi.org/10.1016/j.jelechem.2005.11.026
- S. Zhu, X. Qin, Y. Yao, M. Shao, pH-dependent hydrogen and water binding energies on platinum surfaces as directly probed through surface-enhanced infrared absorption spectroscopy. J. Am. Chem. Soc. 142(19), 8748–8754 (2020). https://doi.org/10.1021/jacs.0c01104
- J.K. Nørskov, T. Bligaard, A. Logadottir, J.R. Kitchin, J.G. Chen et al., Trends in the exchange current for hydrogen evolution. J. Electrochem. Soc. 152(3), J23 (2005). https://doi.org/10.1149/1.1856988
- S. Tian, B. Wang, W. Gong, Z. He, Q. Xu et al., Dual-atom Pt heterogeneous catalyst with excellent catalytic performances for the selective hydrogenation and epoxidation. Nat. Commun. 12(1), 3181 (2021). https://doi.org/10.1038/s41467-021-23517-x
- J. Yang, W. Fu, C. Chen, W. Chen, W. Huang et al., Atomic design and fine-tuning of subnanometric Pt catalysts to tame hydrogen generation. ACS Catal. 11(7), 4146–4156 (2021). https://doi.org/10.1021/acscatal.0c04614
- Y. Ying, X. Luo, J. Qiao, H. Huang, “More is different:” synergistic effect and structural engineering in double-atom catalysts. Adv. Funct. Mater. 31(3), 2007423 (2021). https://doi.org/10.1002/adfm.202007423
- P.C. Müller, C. Ertural, J. Hempelmann, R. Dronskowski, Crystal orbital bond index: covalent bond orders in solids. J. Phys. Chem. C 125(14), 7959–7970 (2021). https://doi.org/10.1021/acs.jpcc.1c00718
- J. Le, M. Iannuzzi, A. Cuesta, J. Cheng, Determining potentials of zero charge of metal electrodes versus the standard hydrogen electrode from density-functional-theory-based molecular dynamics. Phys. Rev. Lett. 119, 016801 (2017). https://doi.org/10.1103/physrevlett.119.016801
- K. Mathew, V.S.C. Kolluru, S. Mula, S.N. Steinmann, R.G. Hennig, Implicit self-consistent electrolyte model in plane-wave density-functional theory. J. Chem. Phys. 151(23), 234101 (2019). https://doi.org/10.1063/1.5132354
- J. Gauthier, S. Ringe, C.F. Dickens, A.J. Garza, A.T. Bell et al., Challenges in modeling electrochemical reaction energetics with polarizable continuum models. ACS Catal. 9(2), 920–931 (2019). https://doi.org/10.1021/acscatal.8b02793
- O. Pecina, W. Schmickler, A model for electrochemical proton-transfer reactions. Chem. Phys. 228(1–3), 265–277 (1998). https://doi.org/10.1016/S0301-0104(97)00299-1
- I. Ledezma-Yanez, W.D.Z. Wallace, P. Sebastián-Pascual, V. Climent, J.M. Feliu et al., Interfacial water reorganization as a pH-dependent descriptor of the hydrogen evolution rate on platinum electrodes. Nat. Energy 2, 17031 (2017). https://doi.org/10.1038/nenergy.2017.31
References
M.S. Dresselhaus, I.L. Thomas, Alternative energy technologies. Nature 414(6861), 332–337 (2001). https://doi.org/10.1038/35104599
I.T. McCrum, M.T.M. Koper, The role of adsorbed hydroxide in hydrogen evolution reaction kinetics on modified platinum. Nat. Energy 5(11), 891–899 (2020). https://doi.org/10.1038/s41560-020-00710-8
S. Pan, Y. Ye, C. Zhang, X. Chen, X. Wang et al., A review of designing hierarchical structure within membrane electrode assembly for water electrolyzer. Adv. Sci. 12(36), e10546 (2025). https://doi.org/10.1002/advs.202510546
J. Chen, G. Fu, Y. Tian, X. Li, M. Luo et al., Three-dimensional-printed Ni-based scaffold design accelerates bubble escape for ampere-level alkaline hydrogen evolution reaction. Interdiscip. Mater. 3(4), 595–606 (2024). https://doi.org/10.1002/idm2.12169
X. Gao, Y. Chen, Y. Wang, L. Zhao, X. Zhao et al., Next-generation green hydrogen: progress and perspective from electricity, catalyst to electrolyte in electrocatalytic water splitting. Nano-Micro Lett. 16(1), 237 (2024). https://doi.org/10.1007/s40820-024-01424-2
L. Su, H. Wu, S. Zhou, R. Qian, C. Cui et al., Narrowing the kinetic gap between alkaline and acidic hydrogen oxidation reactions through intermediate behaviors regulated on D-p hybridized Pd-based catalysts. Adv. Sci. 12(48), e13616 (2025). https://doi.org/10.1002/advs.202513616
J. Zhu, L. Hu, P. Zhao, L.Y.S. Lee, K.-Y. Wong, Recent advances in electrocatalytic hydrogen evolution using nanops. Chem. Rev. 120(2), 851–918 (2020). https://doi.org/10.1021/acs.chemrev.9b00248
F. Li, X.V. Medvedeva, J.J. Medvedev, E. Khairullina, H. Engelhardt et al., Interplay of electrochemical and electrical effects induces structural transformations in electrocatalysts. Nat. Catal. 4(6), 479–487 (2021). https://doi.org/10.1038/s41929-021-00624-y
H. Mistry, A.S. Varela, S. Kühl, P. Strasser, B.R. Cuenya, Nanostructured electrocatalysts with tunable activity and selectivity. Nat. Rev. Mater. 1(4), 16009 (2016). https://doi.org/10.1038/natrevmats.2016.9
L. Su, J. Chen, F. Yang, P. Li, Y. Jin et al., Electric-double-layer origin of the kinetic pH effect of hydrogen electrocatalysis revealed by a universal hydroxide adsorption-dependent inflection-point behavior. J. Am. Chem. Soc. 145(22), 12051–12058 (2023). https://doi.org/10.1021/jacs.3c01164
L. Su, H. Wu, S. Zhang, C. Cui, S. Zhou et al., Insight into intermediate behaviors and design strategies of platinum group metal-based alkaline hydrogen oxidation catalysts. Adv. Mater. 37(4), 2414628 (2025). https://doi.org/10.1002/adma.202414628
Y. Yao, J. Lyu, X. Li, C. Chen, F. Verpoort et al., A review of efficient electrocatalysts for the oxygen evolution reaction at large current density. DeCarbon 5, 100062 (2024). https://doi.org/10.1016/j.decarb.2024.100062
W. Ma, Z. Deng, X. Zhang, Z. Zhang, Z. Zhou, Regulating the electronic structure of single-atom catalysts for electrochemical energy conversion. J. Mater. Chem. A 11(24), 12643–12658 (2023). https://doi.org/10.1039/D3TA00156C
C. Gao, J. Low, R. Long, T. Kong, J. Zhu et al., Heterogeneous single-atom photocatalysts: fundamentals and applications. Chem. Rev. 120(21), 12175–12216 (2020). https://doi.org/10.1021/acs.chemrev.9b00840
X. Wu, H. Zhang, S. Zuo, J. Dong, Y. Li et al., Engineering the coordination sphere of isolated active sites to explore the intrinsic activity in single-atom catalysts. Nano-Micro Lett. 13(1), 136 (2021). https://doi.org/10.1007/s40820-021-00668-6
J. Yang, W. Li, D. Wang, Y. Li, Electronic metal–support interaction of single-atom catalysts and applications in electrocatalysis. Adv. Mater. 32(49), 2003300 (2020). https://doi.org/10.1002/adma.202003300
D. Chen, R. Lu, R. Yu, H. Zhao, D. Wu et al., Tuning active metal atomic spacing by filling of light atoms and resulting reversed hydrogen adsorption-distance relationship for efficient catalysis. Nano-Micro Lett. 15(1), 168 (2023). https://doi.org/10.1007/s40820-023-01142-1
R. Li, J. Zhao, B. Liu, D. Wang, Atomic distance engineering in metal catalysts to regulate catalytic performance. Adv. Mater. 36(3), 2308653 (2024). https://doi.org/10.1002/adma.202308653
G. Luo, M. Song, Q. Zhang, L. An, T. Shen et al., Advances of synergistic electrocatalysis between single atoms and nanops/clusters. Nano-Micro Lett. 16(1), 241 (2024). https://doi.org/10.1007/s40820-024-01463-9
D. Cao, H. Xu, H. Li, C. Feng, J. Zeng et al., Volcano-type relationship between oxidation states and catalytic activity of single-atom catalysts towards hydrogen evolution. Nat. Commun. 13(1), 5843 (2022). https://doi.org/10.1038/s41467-022-33589-y
Y. Li, Y. Ji, Y. Zhao, J. Chen, S. Zheng et al., Local spin-state tuning of iron single-atom electrocatalyst by S-coordinated doping for kinetics-boosted ammonia synthesis. Adv. Mater. 34(28), e2202240 (2022). https://doi.org/10.1002/adma.202202240
B. Jiang, J. Zhu, Z. Xia, J. Lyu, X. Li et al., Correlating single-atomic ruthenium interdistance with long-range interaction boosts hydrogen evolution reaction kinetics. Adv. Mater. 36(2), 2310699 (2024). https://doi.org/10.1002/adma.202310699
Y. Shi, Z.-R. Ma, Y.-Y. Xiao, Y.-C. Yin, W.-M. Huang et al., Electronic metal–support interaction modulates single-atom platinum catalysis for hydrogen evolution reaction. Nat. Commun. 12, 3021 (2021). https://doi.org/10.1038/s41467-021-23306-6
J. Zhang, M. Wang, T. Wan, H. Shi, A. Lv et al., Novel (Pt-ox)-(co-oy) nonbonding active structures on defective carbon from oxygen-rich coal tar pitch for efficient HER and ORR. Adv. Mater. 34(45), 2206960 (2022). https://doi.org/10.1002/adma.202206960
B. Wang, C. Cheng, M. Jin, J. He, H. Zhang et al., A site distance effect induced by reactant molecule matchup in single-atom catalysts for Fenton-like reactions. Angew. Chem. Int. Ed. 61(33), e202207268 (2022). https://doi.org/10.1002/anie.202207268
Z. Cui, P. Feng, G. Zhong, Q. Ou, M. Liu, W/V dual-atom doping MoS2-mediated phase transition for efficient polysulfide adsorption/conversion kinetics in lithium-sulfur battery. Nano-Micro Lett. 18(1), 134 (2026). https://doi.org/10.1007/s40820-025-01957-0
X.-L. Chen, M. Ni, Y.-R. Li, Y.-A. Pan, C. Chi et al., Design of 2D/2D Pt SA-MoS2/ZnIn2S4 photocatalysts for boosting hydrogen production. Chem. Eng. J. 520, 165713 (2025). https://doi.org/10.1016/j.cej.2025.165713
Y. Shi, W.-M. Huang, J. Li, Y. Zhou, Z.-Q. Li et al., Site-specific electrodeposition enables self-terminating growth of atomically dispersed metal catalysts. Nat. Commun. 11, 4558 (2020). https://doi.org/10.1038/s41467-020-18430-8
X. Fan, P. Xu, D. Zhou, Y. Sun, Y.C. Li et al., Fast and efficient preparation of exfoliated 2H MoS2 nanosheets by sonication-assisted lithium intercalation and infrared laser-induced 1T to 2H phase reversion. Nano Lett. 15(9), 5956–5960 (2015). https://doi.org/10.1021/acs.nanolett.5b02091
A.D. Marinov, L. Bravo Priegue, A.R. Shah, T.S. Miller, C.A. Howard et al., Ex situ characterization of 1T/2H MoS2 and their carbon composites for energy applications, a review. ACS Nano 17(6), 5163–5186 (2023). https://doi.org/10.1021/acsnano.2c08913
J. Shi, Single-atom Co-doped MoS2 monolayers for highly active biomass hydrodeoxygenation. Chem 2(4), 468–469 (2017). https://doi.org/10.1016/j.chempr.2017.03.005
Y. Shi, T.-T. Zhai, Y. Zhou, W.-X. Xu, D.-R. Yang et al., Atomic level tailoring of the electrocatalytic activity of Au-Pt core-shell nanops with controllable Pt layers toward hydrogen evolution reaction. J. Electroanal. Chem. 819, 442–446 (2018). https://doi.org/10.1016/j.jelechem.2017.12.006
Y. Huang, Y. Sun, X. Zheng, T. Aoki, B. Pattengale et al., Atomically engineering activation sites onto metallic 1T-MoS2 catalysts for enhanced electrochemical hydrogen evolution. Nat. Commun. 10(1), 982 (2019). https://doi.org/10.1038/s41467-019-08877-9
G. Eda, T. Fujita, H. Yamaguchi, D. Voiry, M. Chen et al., Coherent atomic and electronic heterostructures of single-layer MoS2. ACS Nano 6(8), 7311–7317 (2012). https://doi.org/10.1021/nn302422x
G. Wang, G. Zhang, X. Ke, X. Chen, X. Chen et al., Direct synthesis of stable 1T-MoS2 doped with Ni single atoms for water splitting in alkaline media. Small 18(16), 2107238 (2022). https://doi.org/10.1002/smll.202107238
S. Biswas, J. Zhou, X.-L. Chen, C. Chi, Y.-A. Pan et al., Synergistic Al−Al dual-atomic site for efficient artificial nitrogen fixation. Angew. Chem. Int. Ed. 63(24), e202405493 (2024). https://doi.org/10.1002/anie.202405493
J. Ge, D. Zhang, Y. Qin, T. Dou, M. Jiang et al., Dual-metallic single Ru and Ni atoms decoration of MoS2 for high-efficiency hydrogen production. Appl. Catal. B Environ. 298, 120557 (2021). https://doi.org/10.1016/j.apcatb.2021.120557
A. Shan, X. Teng, Y. Zhang, P. Zhang, Y. Xu et al., Interfacial electronic structure modulation of Pt-MoS2 heterostructure for enhancing electrocatalytic hydrogen evolution reaction. Nano Energy 94, 106913 (2022). https://doi.org/10.1016/j.nanoen.2021.106913
Q.-Q. Yan, D.-X. Wu, S.-Q. Chu, Z.-Q. Chen, Y. Lin et al., Reversing the charge transfer between platinum and sulfur-doped carbon support for electrocatalytic hydrogen evolution. Nat. Commun. 10(1), 4977 (2019). https://doi.org/10.1038/s41467-019-12851-w
Y. Chen, S. Ji, W. Sun, W. Chen, J. Dong et al., Discovering partially charged single-atom Pt for enhanced anti-Markovnikov alkene hydrosilylation. J. Am. Chem. Soc. 140(24), 7407–7410 (2018). https://doi.org/10.1021/jacs.8b03121
K.L. Zhou, Z. Wang, C.B. Han, X. Ke, C. Wang et al., Platinum single-atom catalyst coupled with transition metal/metal oxide heterostructure for accelerating alkaline hydrogen evolution reaction. Nat. Commun. 12(1), 3783 (2021). https://doi.org/10.1038/s41467-021-24079-8
P. Yin, X. Luo, Y. Ma, S.-Q. Chu, S. Chen et al., Sulfur stabilizing metal nanoclusters on carbon at high temperatures. Nat. Commun. 12, 3135 (2021). https://doi.org/10.1038/s41467-021-23426-z
Y. Pan, X. Wang, W. Zhang, L. Tang, Z. Mu et al., Boosting the performance of single-atom catalysts via external electric field polarization. Nat. Commun. 13, 3063 (2022). https://doi.org/10.1038/s41467-022-30766-x
Z. Shi, X. Zhang, X. Lin, G. Liu, C. Ling et al., Phase-dependent growth of Pt on MoS2 for highly efficient H2 evolution. Nature 621(7978), 300–305 (2023). https://doi.org/10.1038/s41586-023-06339-3
X. Shi, C. Dai, X. Wang, J. Hu, J. Zhang et al., Protruding Pt single-sites on hexagonal ZnIn2S4 to accelerate photocatalytic hydrogen evolution. Nat. Commun. 13(1), 1287 (2022). https://doi.org/10.1038/s41467-022-28995-1
R. Zhang, Y. Li, X. Zhou, A. Yu, Q. Huang et al., Single-atomic platinum on fullerene C60 surfaces for accelerated alkaline hydrogen evolution. Nat. Commun. 14, 2460 (2023). https://doi.org/10.1038/s41467-023-38126-z
J. Mahmood, F. Li, S.-M. Jung, M.S. Okyay, I. Ahmad et al., An efficient and pH-universal ruthenium-based catalyst for the hydrogen evolution reaction. Nat. Nanotechnol. 12(5), 441–446 (2017). https://doi.org/10.1038/nnano.2016.304
S. Fang, X. Zhu, X. Liu, J. Gu, W. Liu et al., Uncovering near-free platinum single-atom dynamics during electrochemical hydrogen evolution reaction. Nat. Commun. 11, 1029 (2020). https://doi.org/10.1038/s41467-020-14848-2
H. Zhao, B. Ni, Y. Pan, Y. Li, J. Li et al., Key role of bridge adsorbed hydrogen intermediate on Pt–Ru pair for efficient acidic hydrogen production. Adv. Mater. 37(26), 2503221 (2025). https://doi.org/10.1002/adma.202503221
K. Kunimatsu, H. Uchida, M. Osawa, M. Watanabe, In situ infrared spectroscopic and electrochemical study of hydrogen electro-oxidation on Pt electrode in sulfuric acid. J. Electroanal. Chem. 587(2), 299–307 (2006). https://doi.org/10.1016/j.jelechem.2005.11.026
S. Zhu, X. Qin, Y. Yao, M. Shao, pH-dependent hydrogen and water binding energies on platinum surfaces as directly probed through surface-enhanced infrared absorption spectroscopy. J. Am. Chem. Soc. 142(19), 8748–8754 (2020). https://doi.org/10.1021/jacs.0c01104
J.K. Nørskov, T. Bligaard, A. Logadottir, J.R. Kitchin, J.G. Chen et al., Trends in the exchange current for hydrogen evolution. J. Electrochem. Soc. 152(3), J23 (2005). https://doi.org/10.1149/1.1856988
S. Tian, B. Wang, W. Gong, Z. He, Q. Xu et al., Dual-atom Pt heterogeneous catalyst with excellent catalytic performances for the selective hydrogenation and epoxidation. Nat. Commun. 12(1), 3181 (2021). https://doi.org/10.1038/s41467-021-23517-x
J. Yang, W. Fu, C. Chen, W. Chen, W. Huang et al., Atomic design and fine-tuning of subnanometric Pt catalysts to tame hydrogen generation. ACS Catal. 11(7), 4146–4156 (2021). https://doi.org/10.1021/acscatal.0c04614
Y. Ying, X. Luo, J. Qiao, H. Huang, “More is different:” synergistic effect and structural engineering in double-atom catalysts. Adv. Funct. Mater. 31(3), 2007423 (2021). https://doi.org/10.1002/adfm.202007423
P.C. Müller, C. Ertural, J. Hempelmann, R. Dronskowski, Crystal orbital bond index: covalent bond orders in solids. J. Phys. Chem. C 125(14), 7959–7970 (2021). https://doi.org/10.1021/acs.jpcc.1c00718
J. Le, M. Iannuzzi, A. Cuesta, J. Cheng, Determining potentials of zero charge of metal electrodes versus the standard hydrogen electrode from density-functional-theory-based molecular dynamics. Phys. Rev. Lett. 119, 016801 (2017). https://doi.org/10.1103/physrevlett.119.016801
K. Mathew, V.S.C. Kolluru, S. Mula, S.N. Steinmann, R.G. Hennig, Implicit self-consistent electrolyte model in plane-wave density-functional theory. J. Chem. Phys. 151(23), 234101 (2019). https://doi.org/10.1063/1.5132354
J. Gauthier, S. Ringe, C.F. Dickens, A.J. Garza, A.T. Bell et al., Challenges in modeling electrochemical reaction energetics with polarizable continuum models. ACS Catal. 9(2), 920–931 (2019). https://doi.org/10.1021/acscatal.8b02793
O. Pecina, W. Schmickler, A model for electrochemical proton-transfer reactions. Chem. Phys. 228(1–3), 265–277 (1998). https://doi.org/10.1016/S0301-0104(97)00299-1
I. Ledezma-Yanez, W.D.Z. Wallace, P. Sebastián-Pascual, V. Climent, J.M. Feliu et al., Interfacial water reorganization as a pH-dependent descriptor of the hydrogen evolution rate on platinum electrodes. Nat. Energy 2, 17031 (2017). https://doi.org/10.1038/nenergy.2017.31