journal article·2025-11

Hydrogen adsorption on Pt147-nNin (n = 0, 1, 13, 55) icosahedral nanoalloys: the role of inner-layer Ni doping explored by DFT

Hüseyin Yıldırım, Songül Taran, Haydar Arslan

Journal of Nanoparticle Research· Volume 27· Issue 11
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Abstract

Understanding hydrogen adsorption on metal nanoparticles is key to improving catalysts for hydrogen energy applications. Using density functional theory, we examine hydrogen adsorption on Pt147, Pt146Ni1, Pt134Ni13, and Pt92Ni55 to assess how Ni content and distribution affect reactivity. We calculate adsorption energies and H-Pt bond lengths at ten surface sites per cluster. Results show that Ni composition strongly influences preferred adsorption sites and strengths. Multiple hydrogen adsorption reveals that Pt147 and Pt146Ni1 clusters exhibit nearly identical adsorption energetics and maintain structural stability. In contrast, higher Ni content in Pt134Ni13 and especially Pt92Ni55 weakens hydrogen binding and induces greater lattice distortion, reflecting a trade-off between adsorption strength and structural stability. Analysis of local atomic pressure distributions highlights a strong correlation between surface tensile pressure and hydrogen adsorption behaviour. Clusters with pronounced surface tensile pressure exhibit more favourable adsorption energetics. These insights support the strategic design of bimetallic nanoalloys for efficient hydrogen catalysis.
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Research context

OpenAlex topics: Electrocatalysts for Energy Conversion · Catalytic Processes in Materials Science · nanoparticles nucleation surface interactions

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (72)

Show source-provided references
1. Wang G, Liu J, Sui Y, Wang M, Qiao L, Du F, Zou B (2019) Palladium structure engineering induced by electrochemical H intercalation boosts hydrogen evolution catalysis. J Mater Chem A 7:14876–14881. https://doi.org/10.1039/c9ta03971f10.1039/c9ta03971f ↗
2. Li Y, Zhang LA, Qin Y, Chu F, Kong Y, Tao Y, Li Y, Bu Y, Ding D, Liu M (2018) Crystallinity dependence of ruthenium nanocatalyst toward hydrogen evolution reaction. ACS Catal 8:5714–5720. https://doi.org/10.1021/acscatal.8b0160910.1021/acscatal.8b01609 ↗
3. Selvam P, Viswanathan B, Swamy CS, Srinivasan V (1986) Magnesium and magnesium alloy hydrides. Int J Hydrogen Energy 11:169–192. https://doi.org/10.1016/0360-3199(86)90082-010.1016/0360-3199(86)90082-0 ↗
4. Valente A, Iribarren D, Dufour J (2017) Harmonised life-cycle global warming impact of renewable hydrogen. J Clean Prod 149:762–772. https://doi.org/10.1016/j.jclepro.2017.02.16310.1016/j.jclepro.2017.02.163 ↗
5. Yamauchi M, Ikeda R, Kitagawa H, Takata M (2008) Nanosize effects on hydrogen storage in palladium. J Phys Chem C 112:3294–3299. https://doi.org/10.1021/jp710447j10.1021/jp710447j ↗
6. Ortega G, Germán E, López MJ, Alonso JA (2022) Catalytic activity of Co-Ag nanoalloys to dissociate molecular hydrogen. New insights on the chemical environment. Int J Hydrogen Energy 47:19038–19050. https://doi.org/10.1016/j.ijhydene.2022.04.09010.1016/j.ijhydene.2022.04.090 ↗
7. Lebon A, García-Fuente A, Vega A, Aguilera-Granja F (2012) Hydrogen interaction in Pd-Pt alloy nanoparticles. J Phys Chem C 116:126–133. https://doi.org/10.1021/jp207329q10.1021/jp207329q ↗
8. Ferrando R, Jellinek J, Johnston RL (2008) Nanoalloys: from theory to applications of alloy clusters and nanoparticles. Chem Rev 108:845–910. https://doi.org/10.1021/cr040090g10.1021/cr040090g ↗
9. Crespo EA, Ruda M, Ramos De Debiaggi S, Bringa EM, Braschi FU, Bertolino G (2012) Hydrogen absorption in Pd nanoparticles of different shapes. Int J Hydrogen Energy 37:14831–14837. https://doi.org/10.1016/j.ijhydene.2011.12.07510.1016/j.ijhydene.2011.12.075 ↗
10. Johnston RL (2012) Metal nanoparticles and nanoalloys. In: Palmer RE (ed), Front Nanosci 3:1–42. https://doi.org/10.1016/B978-0-08-096357-0.00006-610.1016/B978-0-08-096357-0.00006-6 ↗
11. Zhong W, Li YS, Tománek D (1991) Effect of adsorbates on surface phonon modes: H on Pd (001) and Pd (110). Phys Rev B 44:13053. https://doi.org/10.1103/PhysRevB.44.1305310.1103/PhysRevB.44.13053 ↗
12. Zalineeva A, Baranton S, Coutanceau C, Jerkiewicz G (2017) Octahedral palladium nanoparticles as excellent hosts for electrochemically adsorbed and absorbed hydrogen. Sci Adv 3:e1600542. https://doi.org/10.1126/sciadv.160054210.1126/sciadv.1600542 ↗
13. Cheng N, Stambula S, Wang D, Banis MN, Liu J, Riese A, Xiao B, Li R, Sham TK, Liu LM, Botton GA, Sun X (2016) Platinum single-atom and cluster catalysis of the hydrogen evolution reaction. Nat Commun 7:13638. https://doi.org/10.1038/ncomms1363810.1038/ncomms13638 ↗
14. Zhao Y, Wu Y, Liu J, Wang F (2017) Dependent relationship between quantitative lattice contraction and enhanced oxygen reduction activity over Pt-Cu alloy catalysts. ACS Appl Mater Interfaces 9:35740–35748. https://doi.org/10.1021/acsami.7b0843710.1021/acsami.7b08437 ↗
15. Cheng D, Yuan S, Ferrando R (2013) Structure, chemical ordering and thermal stability of Pt-Ni alloy nanoclusters. J Phys: Condens Matter 25:355008. https://doi.org/10.1088/0953-8984/25/35/35500810.1088/0953-8984/25/35/355008 ↗
16. Cui C, Gan L, Heggen M, Rudi S, Strasser P (2013) Compositional segregation in shaped Pt alloy nanoparticles and their structural behaviour during electrocatalysis. Nat Mater 12:765–771. https://doi.org/10.1038/nmat366810.1038/nmat3668 ↗
17. Yang Y, Zhao Z, Zhu J, Cheng D (2020) Effect of size and composition on the structural stability of Pt-Ni nanoalloys. J Clust Sci 31:609–614. https://doi.org/10.1007/s10876-019-01502-110.1007/s10876-019-01502-1 ↗
18. Wu J, Qi L, You H, Gross A, Li J, Yang H (2012) Icosahedral platinum alloy nanocrystals with enhanced electrocatalytic activities. J Am Chem Soc 134:11880–11883. https://doi.org/10.1021/ja303950v10.1021/ja303950v ↗
19. Chen Y, Yang F, Dai Y, Wang W, Chen S (2008) Ni@Pt core-shell nanoparticles: synthesis, structural and electrochemical properties. J Phys Chem C 112:1645–1649. https://doi.org/10.1021/jp709886y10.1021/jp709886y ↗
20. Wang G, Wu H, Wexler D, Liu H, Savadogo O (2010) Ni@Pt core-shell nanoparticles with enhanced catalytic activity for oxygen reduction reaction. J Alloys Compd 503:L1–L4. https://doi.org/10.1016/j.jallcom.2010.04.23610.1016/j.jallcom.2010.04.236 ↗
21. Di Paola C, Baletto F (2011) Oxygen adsorption on small PtNi nanoalloys. Phys Chem Chem Phys 13:7701–7707. https://doi.org/10.1039/c0cp01662d10.1039/c0cp01662d ↗
22. Carpenter MK, Moylan TE, Kukreja RS, Atwan MH, Tessema MM (2012) Solvothermal synthesis of platinum alloy nanoparticles for oxygen reduction electrocatalysis. J Am Chem Soc 134:8535–8542. https://doi.org/10.1021/ja300756y10.1021/ja300756y ↗
23. Radillo-Díaz A, Coronado Y, Pérez LA, Garzón IL (2009) Structural and electronic properties of PtPd and PtNi nanoalloys. Eur Phys J D 52:127–130. https://doi.org/10.1140/epjd/e2009-00053-510.1140/epjd/e2009-00053-5 ↗
24. Wu J, Zhang J, Peng Z, Yang S, Wagner FT, Yang H (2010) Truncated octahedral Pt3Ni oxygen reduction reaction electrocatalysts. J Am Chem Soc 132:4984–4985. https://doi.org/10.1021/ja100571h10.1021/ja100571h ↗
25. Wu Y, Cai S, Wang D, He W, Li Y (2012) Syntheses of water-soluble octahedral, truncated octahedral, and cubic Pt-Ni nanocrystals and their structure-activity study in model hydrogenation reactions. J Am Chem Soc 134:8975–8981. https://doi.org/10.1021/ja302606d10.1021/ja302606d ↗
26. Kozlov SM, Aleksandrov HA, Neyman KM (2014) Adsorbed and subsurface absorbed hydrogen atoms on bare and MgO (100)-supported Pd and Pt nanoparticles. J Phys Chem C 118:15242–15250. https://doi.org/10.1021/jp502575a10.1021/jp502575a ↗
27. Christmann K, Ertl G, Pignet T (1976) Adsorption of hydrogen on a Pt (111) surface. Surf Sci 54:365–392. https://doi.org/10.1016/0039-6028(76)90232-610.1016/0039-6028(76)90232-6 ↗
28. Davis JBA, Horswell SL, Piccolo L, Johnston RL (2015) Computational study of the adsorption of benzene and hydrogen on palladium-iridium nanoalloys. J Organomet Chem 792:190–193. https://doi.org/10.1016/j.jorganchem.2015.04.03310.1016/j.jorganchem.2015.04.033 ↗
29. Sandoval MG, Luna R, Brizuela G, Pereira AO, Miranda CR, Jasen P (2017) Theoretical study of hydrogen adsorption on Au@Pd icosahedral nanoparticle. J Phys Chem C 121:8613–8622. https://doi.org/10.1021/acs.jpcc.7b0028610.1021/acs.jpcc.7b00286 ↗
30. Roncaglia C, Bochicchio D, Ferrando R (2025) Influence of nanoparticle shape on hydrogen absorption in palladium: a combined DFT and atomistic approach. Int J Hydrogen Energy 99:528–539. https://doi.org/10.1016/j.ijhydene.2024.12.10910.1016/j.ijhydene.2024.12.109 ↗
31. Fujita M, Yamamoto A, Tsuchiya N, Yoshida H (2022) Hydrogen adsorption/desorption isotherms on supported platinum nanoparticles determined by in-situ XAS and ΔXANES analysis. ChemCatChem 14:e202101709. https://doi.org/10.1002/cctc.20210170910.1002/cctc.202101709 ↗
32. Wan X, Zhang Z, Yu W, Guo Y (2021) A density-functional-theory-based and machine-learning-accelerated hybrid method for intricate system catalysis. Materials Reports: Energy 1:100046. https://doi.org/10.1016/j.matre.2021.10004610.1016/j.matre.2021.100046 ↗
33. Cheng X, Shi Z, Glass N, Zhang L, Zhang J, Song D, Liu Z, Wang H, Shen J (2007) A review of PEM hydrogen fuel cell contamination: impacts, mechanisms, and mitigation. J Power Sources 165:739–756. https://doi.org/10.1016/j.jpowsour.2006.12.01210.1016/j.jpowsour.2006.12.012 ↗
34. Chaparro AM, Martin AJ, Folgado MA, Gallardo B, Daza L (2009) Comparative analysis of the electroactive area of Pt/C PEMFC electrodes in liquid and solid polymer contact by underpotential hydrogen adsorption/desorption. Int J Hydrogen Energy 34:4838–4846. https://doi.org/10.1016/j.ijhydene.2009.03.05310.1016/j.ijhydene.2009.03.053 ↗
35. Yang X, Li Y, Liu Y, Li Q, Yang T, Jia H (2024) Crystal structure prediction and performance assessment of hydrogen storage materials: insights from computational materials science. Energies 17:3591. https://doi.org/10.3390/en1714359110.3390/en17143591 ↗
36. Calle-Vallejo F (2023) The ABC of generalized coordination numbers and their use as a descriptor in electrocatalysis. Adv Sci 10:2207644. https://doi.org/10.1002/advs.20220764410.1002/advs.202207644 ↗
37. Giannozzi P, Baroni S, Bonini N, Calandra M, Car R, Cavazzoni C, Ceresoli D, Chiarotti GL, Cococcioni M, Dabo I, Dal Corso A, De Gironcoli S, Fabris S, Fratesi G, Gebauer R, Gerstmann U, Gougoussis C, Kokalj A, Lazzeri M, Martin-Samos L, Marzari N, Mauri F, Mazzarello R, Paolini S, Pasquarello A, Paulatto L, Sbraccia C, Scandolo S, Sclauzero G, Seitsonen AP, Smogunov A, Umari P, Wentzcovitch RM (2009) QUANTUM ESPRESSO: a modular and open-source software project for quantum simulations of materials. J Phys Condens Matter 21:395502. https://doi.org/10.1088/0953-8984/21/39/39550210.1088/0953-8984/21/39/395502 ↗
38. Blöchl PE (1994) Projector augmented-wave method. Phys Rev B 50:17953–17979. https://doi.org/10.1103/PhysRevB.50.1795310.1103/PhysRevB.50.17953 ↗
39. Perdew JP, Burke K, Ernzerhof M (1996) Generalized gradient approximation made simple. Phys Rev Lett 77:3865. https://doi.org/10.1103/PhysRevLett.77.386510.1103/PhysRevLett.77.3865 ↗
40. Janthon P, Kozlov SM, Vines F, Limtrakul J, Illas F (2013) Establishing the accuracy of broadly used density functionals in describing bulk properties of transition metals. J Chem Theory Comput 9:1631–1640. https://doi.org/10.1021/ct301032610.1021/ct3010326 ↗
41. Vanderbilt D (1990) Soft self-consistent pseudopotentials in a generalized eigenvalue formalism. Phys Rev B 41:7892–7895. https://doi.org/10.1103/PhysRevB.41.789210.1103/PhysRevB.41.7892 ↗
42. Yıldırım H (2025) Structural and electronic properties of Cu-Ag nanoalloys: insights into hydrogen adsorption behavior. Comput Mater Sci 259:114185. https://doi.org/10.1016/j.commatsci.2025.11418510.1016/j.commatsci.2025.114185 ↗
43. Zhu Q, Huang W, Huang C, Gao L, Su Y, Qiao L (2022) The d band center as an indicator for the hydrogen solution and diffusion behaviors in transition metals. Int J Hydrogen Energy 47:38445–38454. https://doi.org/10.1016/j.ijhydene.2022.09.02110.1016/j.ijhydene.2022.09.021 ↗
44. Nelli D, Pietrucci F, Ferrando R (2021) Impurity diffusion in magic-size icosahedral clusters. J Chem Phys 155:144304. https://doi.org/10.1063/5.006023610.1063/5.0060236 ↗
45. Ferrando R (2015) Symmetry breaking and morphological instabilities in core-shell metallic nanoparticles. J Phys Condens Matter 27:013003. https://doi.org/10.1088/0953-8984/27/1/01300310.1088/0953-8984/27/1/013003 ↗
46. Ferrando R (2016) Geometric structures and chemical ordering in nanoalloys. In: Palmer RE (ed), Front Nanosci vol 10, pp 13–45. https://doi.org/10.1016/B978-0-08-100212-4.00002-X10.1016/B978-0-08-100212-4.00002-X ↗
47. Ferrando R (2018) Stress-driven structural transitions in bimetallic nanoparticles. Front Nanosci 12:189–204. https://doi.org/10.1016/B978-0-08-102232-0.00006-310.1016/B978-0-08-102232-0.00006-3 ↗
48. Koraychy EYE, Ferrando R (2023) Growth pathways of exotic Cu@Au core@shell structures: the key role of misfit strain. Nanoscale 15:2384–2393. https://doi.org/10.1039/D2NR05810C10.1039/D2NR05810C ↗
49. Taran S, Garip AK, Arslan H (2021) Investigation of the chemical ordering and structural properties of the trimetallic (PtNi)@Ag nanoalloys. J Clust Sci 32:199–208. https://doi.org/10.1007/s10876-020-01778-810.1007/s10876-020-01778-8 ↗
50. Watson GW, Wells RPK, Willock DJ, Hutchings GJ (2001) A comparison of the adsorption and diffusion of hydrogen on the 111 surfaces of Ni, Pd, and Pt from density functional theory calculations. J Phys Chem B 105:4889–4894. https://doi.org/10.1021/jp002864c10.1021/jp002864c ↗
51. Watson GW, Wells RPK, Willock DJ, Hutchings GJ (2000) Ab initio simulation of the interaction of hydrogen with the 111 surfaces of platinum, palladium and nickel. A possible explanation for their difference in hydrogenation activity. Chem Commun 8:705–706. https://doi.org/10.1039/b000772m10.1039/b000772m ↗
52. Greeley J, Mavrikakis M (2005) Surface and subsurface hydrogen: adsorption properties on transition metals and near-surface alloys. J Phys Chem B 109:3460–3471. https://doi.org/10.1021/jp046540q10.1021/jp046540q ↗
53. Pistonesi C, Pronsato E, Juan A (2008) A DFT study of H adsorption on Pt(111) and Pt–Ru(111) surfaces. Appl Surf Sci 254(18):5827–5830. https://doi.org/10.1016/j.apsusc.2008.03.16710.1016/j.apsusc.2008.03.167 ↗
54. Shi Q, Sun R (2017) Adsorption manners of hydrogen on Pt (100), (110) and (111) surfaces at high coverage. Comput Theor Chem 1106:43–49. https://doi.org/10.1016/j.comptc.2017.02.02410.1016/j.comptc.2017.02.024 ↗
55. Nie JL, Ao L, Zu XT (2015) First-principles study of oxygen and hydrogen adsorption on Pt (111) and PtML/Pd (111) surfaces. Mod Phys Lett B 29:1550199. https://doi.org/10.1142/S021798491550199710.1142/S0217984915501997 ↗
56. Fearon J, Watson GW (2006) Hydrogen adsorption and diffusion on Pt 111 and PtSn {111}. J Mater Chem 16:1989–1996. https://doi.org/10.1039/b600250c10.1039/b600250c ↗
57. Yan L, Sun Y, Yamamoto Y, Kasamatsu S, Hamada I, Sugino O (2018) Hydrogen adsorption on Pt (111) revisited from random phase approximation. J Chem Phys 149:164702. https://doi.org/10.1063/1.505083010.1063/1.5050830 ↗
58. Wang X, Guan M, You D, Xie D, Hou M, Leng Y (2025) Density functional theory study of hydrogen adsorption on Al-U alloy surfaces. Atoms 13:9. https://doi.org/10.3390/ATOMS1302000910.3390/ATOMS13020009 ↗
59. Fatima, Liao Y, Tolba SA, Pestana LAR, Xia W (2023) Electronic structure and density functional theory. Fundam Multiscale Model Struct Mater 3–35. https://doi.org/10.1016/B978-0-12-823021-3.00007-510.1016/B978-0-12-823021-3.00007-5 ↗
60. Bahamon D, Khalil M, Belabbes A, Alwahedi Y, Vega LF, Polychronopoulou K (2021) A DFT study of the adsorption energy and electronic interactions of the SO2 molecule on a CoP hydrotreating catalyst. RSC Adv 11:2947–2957. https://doi.org/10.1039/c9ra10634k10.1039/c9ra10634k ↗
61. Yasin M, Khan N, Murad M, Ali K, Zeb Z, Saleem S, Ullah Z (2025) Pt-based electrocatalyst for hydrogen evolution in acidic electrolytes. Electrochem Commun 180:108057. https://doi.org/10.1016/j.elecom.2025.10805710.1016/j.elecom.2025.108057 ↗
62. Dominguez-Crespo MA, Ramirez-Meneses E, Torres-Huerta AM, Garibay-Febles V, Philippot K (2012) Kinetics of hydrogen evolution reaction on stabilized Ni, Pt and Ni-Pt nanoparticles obtained by an organometallic approach. Int J Hydrogen Energy 37:4798–4811. https://doi.org/10.1016/j.ijhydene.2011.12.10910.1016/j.ijhydene.2011.12.109 ↗
63. Li F, Han G, Noh H, Jeon J, Ahmad I, Chen S, Yang C, Bu Y, Fu Z, Lu Y, Baek J (2019) Balancing hydrogen adsorption/desorption by orbital modulation for efficient hydrogen evolution catalysis. Nat Commun 10:4060. https://doi.org/10.1038/s41467-019-12012-z10.1038/s41467-019-12012-z ↗
64. Ahlstedt O, Akola J (2024) Hydrogen evolution descriptors of 55-atom PtNi nanoclusters and interaction with graphite. J Phys Condens Matter 36:325001. https://doi.org/10.1088/1361-648X/ad443210.1088/1361-648X/ad4432 ↗
65. Hu M, Linder DP, Nardelli MB, Striolo A (2013) Hydrogen adsorption on platinum-gold bimetallic nanoparticles: a density functional theory study. Phys Chem C 117(29):15050–15060. https://doi.org/10.1021/jp312628510.1021/jp3126285 ↗
66. Jacob T, Goddard WA (2004) Adsorption of atomic H and O on the (111) surface of Pt3Ni alloys. J Phys Chem B 108:8311–8323. https://doi.org/10.1021/jp049971h10.1021/jp049971h ↗
67. Okamoto Y (2006) Comparison of hydrogen atom adsorption on Pt clusters with that on Pt surfaces: a study from density-functional calculations. Chem Phys Lett 429:209–213. https://doi.org/10.1016/j.cplett.2006.08.01310.1016/j.cplett.2006.08.013 ↗
68. Matanovic I, Garzon FH, Henson NJ (2011) Theoretical study of electrochemical processes on Pt-Ni alloys. J Phys Chem C 115:10640–11065. https://doi.org/10.1021/jp111930w10.1021/jp111930w ↗
69. Zhang S, Johnson DD, Shelton WA, Xu Y (2020) Hydrogen adsorption on ordered and disordered Pt-Ni alloys. Top Catal 63:714–727. https://doi.org/10.1007/s11244-020-01338-410.1007/s11244-020-01338-4 ↗
70. Xu W, Cheng D, Niu M, Shao X, Wang W (2012) Modification of the adsorption properties of O and OH on Pt-Ni bimetallic surfaces by subsurface alloying. Electrochim Acta 76:440–445. https://doi.org/10.1016/j.electacta.2012.05.05310.1016/j.electacta.2012.05.053 ↗
71. Okafor A, Shelton WA, Xu Y (2024) Hydrogen adsorption on ordered and disordered Pt-Fe and Pt-Co alloys. J Phys Chem C 128:11145–11158. https://doi.org/10.1021/acs.jpcc.4c0130810.1021/acs.jpcc.4c01308 ↗
72. Xu Z, Zhang P, Zhang B, Lei B, Feng Z, Shao Y, Wang Y, Meng G (2022) Effect of tensile stress on the hydrogen adsorption of X70 pipeline steel. Int J Hydrogen Energy 47:21582–21595. https://doi.org/10.1016/j.ijhydene.2022.04.26610.1016/j.ijhydene.2022.04.266 ↗