Size and shape-dependent melting mechanism of Pd nanoparticles
Source abstract
Abstract
Molecular dynamics simulation is employed to understand the thermodynamic behavior of cuboctahedron (cub) and icosahedron (ico) nanoparticles with 2-20 number of full shells. The original embedded atom method (EAM) was compared to the more recent highly optimized version as inter-atomic potential. The thermal stability of clusters were probed using potential energy and specific heat capacity as well as structure analysis by radial distribution function, G(r), and common neighbor analysis (CNA), simultaneously, to make a comprehensive picture of the solid state and melting transitions. The result shows ico is the only stable shape of small clusters (Pd55-Pd309 using original EAM and Pd55 using optimized version) those are melting uniformly due to their small diameter. An exception is cub Pd309 modeled via optimized EAM that transforms to ico at elevated temperatures. A similar cub to ico transition was predicted by original EAM for Pd923-Pd2075 clusters while for the larger clusters both cub and ico are stable up to the melting point. As detected by G(r) and CNA, moderate and large cub clusters were showing surface melting by nucleation of the liquid phase at (100) planes and growth of liquid phase at the surface before inward growth. While diagonal (one corner to another) melting was dominating over ico clusters owing to their partitioned structure which retarded the growth of the liquid phase. The large ico cluster, using optimized EAM, presented a combination of surface and diagonal melting due to the simultaneous diagonal melting started from different corners. Finally, the melting temperature as well as latent heat of fusion were calculated and compared with available models and previous studies which showed, unlike the present result, the models failed to predict size-dependent motif crossover.
Source: openaire · Quality: candidate unverified · Source record ↗
Research context
OpenAlex topics: nanoparticles nucleation surface interactions · Microstructure and mechanical properties · Advanced Physical and Chemical Molecular Interactions
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (54)
Show source-provided references
1. Alavi S, Thompson DL (2006) Molecular dynamics simulations of the melting of aluminum nanoparticles. The J Phys Chem A 110(4):1518–152310.1021/jp053318s ↗
2. Alemany MMG, Diéguez O, Rey C, Gallego LJ (1999) Molecular-dynamics study of the dynamic properties of fcc transition and simple metals in the liquid phase using the second-moment approximation to the tight-binding method. Physical Review B: Condensed Matter 60(13):9208–9211. https://doi.org/10.1103/PhysRevB.60.920810.1103/PhysRevB.60.9208 ↗
3. Allen MP, Tildesley DJ (1989) Computer simulation of liquids. Oxford university press, Oxford
4. Ashcroft NW, Mermin ND (1976) Solid state physics holt. Rinehart and Winston, New York
5. Attarian Shandiz M, Safaei A (2008) Melting entropy and enthalpy of metallic nanoparticles. Mater Lett 62(24):3954–395610.1016/j.matlet.2008.05.018 ↗
6. Baletto F, Mottet C, Ferrando R (2000) Reentrant morphology transition in the growth of free silver nanoclusters. Phys Rev Lett 84(24):554410.1103/PhysRevLett.84.5544 ↗
7. Baletto F, Mottet C, Ferrando R (2001) Microscopic mechanisms of the growth of metastable silver icosahedra. Phys Rev B 63(15):155,40810.1103/PhysRevB.63.155408 ↗
8. Baletto F, Ferrando R, Fortunelli A, Montalenti F, Mottet C (2002) Crossover among structural motifs in transition and noble-metal clusters. The J Chem Phys 116(9):3856–386310.1063/1.1448484 ↗
9. Bertoldi DS, Millán EN, Guillermet AF (2017) Thermodynamics of the melting process in au nano-clusters: phenomenology, energy, entropy and quasi-chemical modeling. J Phys Chem Solids 111:286–29310.1016/j.jpcs.2017.08.010 ↗
10. Chen T, Zhang Y, Xu W (2016) Size-dependent catalytic kinetics and dynamics of Pd nanocubes: a single-particle study. Phys Chem Chem Phys 18(32):22,494–22,50210.1039/C6CP02719A ↗
11. Dinsdale AT (1991) SGTE Data for pure elements. Calphad 15(4):317–42510.1016/0364-5916(91)90030-N ↗
12. Faken D, Jónsson H (1994) Systematic analysis of local atomic structure combined with 3d computer graphics. Comput Mater Sci 2(2):279–28610.1016/0927-0256(94)90109-0 ↗
13. Foiles S, Baskes M, Daw M (1986) Embedded-atom-method functions for the fcc metals Cu, Ag, Au, Ni, Pd, Pt, and their alloys. Phys Rev B 33(12):798310.1103/PhysRevB.33.7983 ↗
14. Fu Q, Zhu J, Xue Y, Cui Z (2017) Size- and shape-dependent melting enthalpy and entropy of nanoparticles. J Mater Sci 52(4):1911–1918. https://doi.org/10.1007/s10853-016-0480-910.1007/s10853-016-0480-9 ↗
15. Goldstein AN, Echer CM, Alivisatos AP (1992) Melting in semiconductor nanocrystals. Science 256(5062):1425–142710.1126/science.256.5062.1425 ↗
16. Iida T, Guthrie RIL (1988) The physical properties of liquid metals. Clarendon Press, Oxford
17. Jiang Q, Shi HX, Zhao M (1999) Melting thermodynamics of organic nanocrystals. The J Chem Phys 111(5):2176–218010.1063/1.479489 ↗
18. Jiang Q, Yang CC, Li JC (2002) Melting enthalpy depression of nanocrystals. Mater Lett 56 (6):1019–102110.1016/S0167-577X(02)00667-5 ↗
19. José-Yacamán M, Marín-Almazo M, Ascencio JA (2001) High resolution TEM studies on palladium nanoparticles. J Mol Catal A Chem 173(1):61–7410.1016/S1381-1169(01)00145-5 ↗
20. Kateb M, Dehghani K (2012) Comparison of fracture behavior of sharp with blunt crack tip in nanocrystalline materials by molecular dynamics simulation. Int J Mod Phys: Conference Series 5:410–417
21. Kraftmakher YA (1986) Equilibrium concentration of vacancies in metals. In: Seeger A, Schumacher D, Schilling W, Diehl J (eds) Vacancies and interstitials in metals: international conference proceeding, North Holland, Amsterdam, pp 59, held in jülich, Germany September pp 23-28
22. Lee YJ, Lee EK, Kim S, Nieminen RM (2001) Effect of potential energy distribution on the melting of clusters. Phys Rev Lett 86(6):99910.1103/PhysRevLett.86.999 ↗
23. Liang T, Zhou D, Wu Z, Shi P (2017) Size-dependent melting modes and behaviors of Ag nanoparticles: a molecular dynamics study. Nanotechnology 28(48):485,70410.1088/1361-6528/aa92ac ↗
24. Lindemann FA (1910) The calculation of molecular vibration frequencies. Physikalische Zeitschrift 11:609–612
25. Miao L, Bhethanabotla VR, Joseph B (2005) Melting of Pd clusters and nanowires: a comparison study using molecular dynamics simulation. Phys Rev B 72(13):134,10910.1103/PhysRevB.72.134109 ↗
26. Pan Y, Huang S, Liu Z, Wang W (2005) Molecular dynamics simulation of shell-symmetric Pd nanoclusters. Mol Simul 31(14-15):1057–106110.1080/08927020500449401 ↗
27. Plimpton S (1995) Fast parallel algorithms for short-range molecular dynamics. J Comput Phys 117 (1):1–1910.1006/jcph.1995.1039 ↗
28. Plimpton SJ, Thompson AP (2012) Computational aspects of many-body potentials. MRS Bull 37(5):513–52110.1557/mrs.2012.96 ↗
29. Poole CP Jr, Owens FJ (2003) Introduction to nanotechnology. Wiley, New Jersey
30. Qi W (2016) Nanoscopic thermodynamics. Acc Chem Res 49(9):1587–159510.1021/acs.accounts.6b00205 ↗
31. Qi Y, Çagin T, Johnson WL, Goddard WA III (2001) Melting and crystallization in Ni nanoclusters: the mesoscale regime. The J Chem Phys 115(1):385–39410.1063/1.1373664 ↗
32. Rangel E, Sansores E, Vallejo E, Hernández-Hernández A, López-Pérez P (2016) Study of the interplay between N-graphene defects and small Pd clusters for enhanced hydrogen storage via a spill-over mechanism. Phys Chem Chem Phys 18(48):33, 158–33,17010.1039/C6CP06497C ↗
33. Rao CN, Rao KK (1964) Effect of temperature on the lattice parameters of some silver-palladium alloys. Can J Phys 42(7):1336–134210.1139/p64-120 ↗
34. Rossi G, Ferrando R (2007) Freezing of gold nanoclusters into poly-decahedral structures. Nanotechnology 18(22):225,70610.1088/0957-4484/18/22/225706 ↗
35. Safaei A (2010) The effect of the averaged structural and energetic features on the cohesive energy of nanocrystals. J Nanoparticle Res 12(3):759–77610.1007/s11051-010-9853-1 ↗
36. Safaei A, Shandiz MA, Sanjabi S, Barber ZH (2008) Modeling the melting temperature of nanoparticles by an analytical approach. The J Phys Chem C 112(1):99–105. https://doi.org/10.1021/jp074468110.1021/jp0744681 ↗
37. Schebarchov D, Hendy S (2006) Solid-liquid phase coexistence and structural transitions in palladium clusters. Physical Review B 73(12):121,40210.1103/PhysRevB.73.121402 ↗
38. Schmidt M, Kusche R, von Issendorff B, Haberland H (1998) Irregular variations in the melting point of size-selected atomic clusters. Nature 393(6682):238–24010.1038/30415 ↗
39. Sheng HW, Kramer MJ, Cadien A, Fujita T, Chen MW (2011) Highly optimized embedded-atom-method potentials for fourteen fcc metals. Phys Rev B 83(13):134,118. https://doi.org/10.1103/PhysRevB.83.13411810.1103/PhysRevB.83.134118 ↗
40. Shim JH, Lee BJ, Cho YW (2002) Thermal stability of unsupported gold nanoparticle: a molecular dynamics study. Surf Sci 512(3):262–26810.1016/S0039-6028(02)01692-8 ↗
41. Steinhardt PJ, Nelson DR, Ronchetti M (1983) Bond-orientational order in liquids and glasses. Phys Rev B 28(2):78410.1103/PhysRevB.28.784 ↗
42. Stukowski A (2009) Visualization and analysis of atomistic simulation data with OVITO–the open visualization tool. Model Simul Mater Sci Eng 18(1):015,01210.1088/0965-0393/18/1/015012 ↗
43. Tsuzuki H, Branicio PS, Rino JP (2007) Structural characterization of deformed crystals by analysis of common atomic neighborhood. Comput Phys Commun 177(6):518–52310.1016/j.cpc.2007.05.018 ↗
44. Tyson WR, Miller WA (1977) Surface free energies of solid metals: estimation from liquid surface tension measurements. Surf Sci 62(1):267–27610.1016/0039-6028(77)90442-3 ↗
45. Vanselow R, Howe RF (1988) Chemistry and physics of solid surfaces VII, vol 10. Springer, Berlin10.1007/978-3-642-73902-6 ↗
46. Verlet L (1967) Computer “experiments” on classical fluids. I. Thermodynamical properties of lennard-Jones molecules. Phys Rev 159(1):9810.1103/PhysRev.159.98 ↗
47. Wang W, Xu J, Zhao Y, Qi G, Wang Q, Wang C, Li J, Deng F (2017) Facet dependent pairwise addition of hydrogen over Pd nanocrystal catalysts revealed via NMR using para-hydrogen-induced polarization. Phys Chem Chem Phys 19(14):9349–935310.1039/C7CP00352H ↗
48. Waseda Y (1980) The structure of non-crystalline materials: liquids and amorphous solids. McGraw-Hill International Book Co., New York
49. Westergren J, Nordholm S (2003) Melting of palladium clusters–density of states determination by Monte Carlo simulation. Chem Phys 290(2):189–20910.1016/S0301-0104(03)00139-3 ↗
50. Zhang H, Douglas JF (2013) Glassy interfacial dynamics of Ni nanoparticles: part I colored noise, dynamic heterogeneity and collective atomic motion. Soft matter 9(4):1254–126510.1039/C2SM26789F ↗
51. Zhang M, Efremov MY, Schiettekatte F, Olson EA, Kwan AT, Lai SL, Wisleder T, Greene JE, Allen LH (2000) Size-dependent melting point depression of nanostructures: nanocalorimetric measurements. Phys Rev B 62(15): 10,54810.1103/PhysRevB.62.10548 ↗
52. Zhang Y, Wen YH, Zhu ZZ, Sun SG (2010) Structure and stability of fe nanocrystals: an atomistic study. The J Phys Chem C 114(44):18,841–18,84610.1021/jp107709q ↗
53. Zhao SJ, Wang SQ, Cheng DY, Ye HQ (2001) Three distinctive melting mechanisms in isolated nanoparticles. The J Phys Chem B 105(51):12,857–12,86010.1021/jp012638i ↗
54. Zhivonitko VV, Skovpin IV, Crespo-Quesada M, Kiwi-Minsker L, Koptyug IV (2016) Acetylene oligomerization over Pd nanoparticles with controlled shape: a parahydrogen-induced polarization study. The J Phys Chem C 120(9):4945–4953. https://doi.org/10.1021/acs.jpcc.5b1239110.1021/acs.jpcc.5b12391 ↗