journal article·2026-04Open access

Size- and temperature-dependent coalescence behavior of Ag-Co nanoparticles: a molecular dynamics study

Songül Taran

Journal of Nanoparticle Research· Volume 28· Issue 4

Abstract

Abstract The coalescence process of Ag-Co nanoparticles was investigated by molecular dynamics simulations. In the first case, the coalescence between two truncated octahedral (TO) seeds composed of 140 Ag and 140 Co atoms and two icosahedral (Ih) seeds composed of 147 Ag and 147 Co atoms was analyzed. In the second case, it was analyzed for two much larger seeds with 309-atom Ih and 314-atom TO. Five different coalescence temperatures were considered, in the range 400–600 K for each size. Common neighbor analysis (CNA) and radius of gyration analysis were carried out for the structural and chemical ordering changes for all systems. Molecular dynamics results show that the resultant structures of larger sizes are not very compact and more elongated than in the case of small-sized configurations. Also, the radius of gyration analysis shows that Ag atoms exhibit a larger radius of gyration compared to Co atoms for all sizes, indicating the tendency of Ag atoms of covering the Co atoms, which have higher surface and cohesive energy.
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Research context

OpenAlex topics: nanoparticles nucleation surface interactions · Gold and Silver Nanoparticles Synthesis and Applications · Nanomaterials and Printing Technologies

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

References (50)

Show source-provided references
1. 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 ↗
2. Ferrando R (2016) Structure and properties of nanoalloys. Elsevier Science
3. Calvo F (2013) Nanoalloys : from fundamentals to emergent applications. Elsevier Science
4. Johnston RL (2012) Metal nanoparticles and nanoalloys. Elsevier Science10.1016/B978-0-08-096357-0.00006-6 ↗
5. Baletto F, Ferrando R (2005) Structural properties of nanoclusters: energetic, thermodynamic, and kinetic effects. Rev Mod Phys 77:371–423. https://doi.org/10.1103/RevModPhys.77.37110.1103/RevModPhys.77.371 ↗
6. Baletto F (2019) Structural properties of sub-nanometer metallic clusters. J Phys Condens Matter. https://doi.org/10.1088/1361-648X/aaf98910.1088/1361-648X/aaf989 ↗
7. Zinzani S, Baletto F (2023) Effects of a surrounding environment during the coalescence of AuPd nanoparticles. Condens Matter Mesoscale Nanoscale Phys. https://doi.org/10.48550/arXiv.2307.1404610.48550/arXiv.2307.14046 ↗
8. Nelli D, Cerbelaud M, Ferrando R, Minnai C (2021) Tuning the coalescence degree in the growth of Pt-Pd nanoalloys. Nanoscale Adv 3:836–846. https://doi.org/10.1039/d0na00891e10.1039/d0na00891e ↗
9. Grammatikopoulos P, Cassidy C, Singh V, Sowwan M (2014) Coalescence-induced crystallisation wave in Pd nanoparticles. Sci Rep 4:5779. https://doi.org/10.1038/srep0577910.1038/srep05779 ↗
10. Grammatikopoulos P, Sowwan M, Kioseoglou J (2019) Computational modeling of nanoparticle coalescence. Adv Theory Simul 2:1900013. https://doi.org/10.1002/adts.20190001310.1002/adts.201900013 ↗
11. Nelli D, Rossi G, Wang Z et al (2020) Structure and orientation effects in the coalescence of Au clusters. Nanoscale 12:7688–7699. https://doi.org/10.1039/C9NR10163B10.1039/C9NR10163B ↗
12. Zinzani S, Baletto F (2024) Coalescence of AuPd nanoalloys in implicit environments. Phys Chem Chem Phys 26:21965–21973. https://doi.org/10.1039/D4CP00916A10.1039/D4CP00916A ↗
13. Dachraoui W, Bodnarchuk MI, Erni R (2022) Direct imaging of the atomic mechanisms governing the growth and shape of bimetallic Pt-Pd nanocrystals by in situ liquid cell STEM. ACS Nano. https://doi.org/10.1021/acsnano.2c0429110.1021/acsnano.2c04291 ↗
14. Grammatikopoulos P (2026) Progress in atomistic modelling of nanoparticle coalescence. Advances in Physics: X. https://doi.org/10.1080/23746149.2025.261199510.1080/23746149.2025.2611995 ↗
15. Zhu H, Averback RS (1996) Sintering processes of two nanoparticles: a study by molecular dynamics simulations. Philos Mag Lett 73:27–33. https://doi.org/10.1080/09500839618107310.1080/095008396181073 ↗
16. Grammatikopoulos P, Cassidy C, Singh V et al (2014) Coalescence behaviour of amorphous and crystalline tantalum nanoparticles: a molecular dynamics study. J Mater Sci 49:3890–3897. https://doi.org/10.1007/s10853-013-7893-510.1007/s10853-013-7893-5 ↗
17. Wang J, Shin S, Hu A (2016) Geometrical effects on sintering dynamics of Cu-Ag core-shell nanoparticles. J Phys Chem C. https://doi.org/10.1021/acs.jpcc.6b0551510.1021/acs.jpcc.6b05515 ↗
18. Nelli D, Dighero E, Ferrando R (2024) Coalescence-induced shape transformations in Pd and AuPd clusters. Nanoscale 16:19775–19785. https://doi.org/10.1039/D4NR03201B10.1039/D4NR03201B ↗
19. Grammatikopoulos P, Kioseoglou J, Galea A et al (2016) Kinetic trapping through coalescence and the formation of patterned Ag-Cu nanoparticles. Nanoscale 8:9780–9790. https://doi.org/10.1039/c5nr08256k10.1039/c5nr08256k ↗
20. Lim TH, McCarthy D, Hendy SC et al (2009) Real-time TEM and kinetic monte carlo studies of the coalescence of decahedral gold nanoparticles. ACS Nano. https://doi.org/10.1021/nn901225210.1021/nn9012252 ↗
21. Liu J, Lv W, Mou Y et al (2023) Coalescence behavior of Cu nanoparticles during sintering: based on atomic scale to macro scale. J Mater Res Technol. https://doi.org/10.1016/j.jmrt.2023.10.08010.1016/j.jmrt.2023.10.080 ↗
22. Mariscal MM, Dassie SA, Leiva EPM (2005) Collision as a way of forming bimetallic nanoclusters of various structures and chemical compositions. J Chem Phys 123:184505. https://doi.org/10.1063/1.210448710.1063/1.2104487 ↗
23. Nelli D, Ferrando R (2019) Core-shell: vs. multi-shell formation in nanoalloy evolution from disordered configurations. Nanoscale. https://doi.org/10.1039/c9nr02963j10.1039/c9nr02963j ↗
24. Rapetti D, Ferrando R (2019) Density functional theory global optimization of chemical ordering in AgAu nanoalloys. J Alloy Compd 779:582. https://doi.org/10.1016/j.jallcom.2018.11.14310.1016/j.jallcom.2018.11.143 ↗
25. Bochicchio D, Ferrando R, Novakovic R et al (2014) Chemical ordering in magic-size Ag-Pd nanoparticles. Phys Chem Chem Phys. https://doi.org/10.1039/c4cp02143f10.1039/c4cp02143f ↗
26. Rossi G, Rapallo A, Mottet C et al (2004) Magic polyicosahedral core-shell clusters. Phys Rev Lett 93:105503. https://doi.org/10.1103/PhysRevLett.93.10550310.1103/PhysRevLett.93.105503 ↗
27. Bochicchio D, Ferrando R (2013) Morphological instability of core-shell metallic nanoparticles. Phys Rev B Condens Matter Mater Phys 87:165435. https://doi.org/10.1103/PhysRevB.87.16543510.1103/PhysRevB.87.165435 ↗
28. Rossi G, Schiappelli G, Ferrando R (2009) Formation pathways and energetic stability of icosahedral Ag shellCocore nanoclusters. J Comput Theor Nanosci. https://doi.org/10.1166/jctn.2009.111610.1166/jctn.2009.1116 ↗
29. Laasonen K, Panizon E, Bochicchio D, Ferrando R (2013) Competition between icosahedral motifs in AgCu, AgNi, and AgCo nanoalloys: a combined atomistic-DFT study. J Phys Chem C 117:26405. https://doi.org/10.1021/jp410379u10.1021/jp410379u ↗
30. Bochicchio D, Ferrando R (2010) Size-dependent transition to high-symmetry chiral structures in AgCu, AgCo, AgNi, and AuNi nanoalloys. Nano Lett 10:4211–4216. https://doi.org/10.1021/nl102588p10.1021/nl102588p ↗
31. Parsina I, Baletto F (2010) Tailoring the structural motif of AgCo nanoalloys: core/shell versus janus-like. J Phys Chem C. https://doi.org/10.1021/jp909773x10.1021/jp909773x ↗
32. Gaudry M, Cottancin E, Pellarin M et al (2003) Size and composition dependence in the optical properties of mixed (transition metal/noble metal) embedded clusters. Phys Rev B. https://doi.org/10.1103/PhysRevB.67.15540910.1103/PhysRevB.67.155409 ↗
33. Lima FHB, de Castro JFR, Ticianelli EA (2006) Silver-cobalt bimetallic particles for oxygen reduction in alkaline media. J Power Sources. https://doi.org/10.1016/j.jpowsour.2006.06.02910.1016/j.jpowsour.2006.06.029 ↗
34. Parent F, Tuaillon J (1997) Giant magnetoresistance in Co-Ag granular films preparedby low-energy cluster beam deposition. Phys Rev B Condens Matter Mater Phys. https://doi.org/10.1103/PhysRevB.55.368310.1103/PhysRevB.55.3683 ↗
35. Nagamine LCCM, Mevel B, Dieny B et al (1999) Magnetic properties and magnetoresistance of as-deposited and annealed CoxAg1-x and NixAg1-x (x = 0.2, 0.37) heterogeneous alloys. J Magn Magn Mater. https://doi.org/10.1016/S0304-8853(98)00386-210.1016/S0304-8853(98)00386-2 ↗
36. Evans R, Dorfbauer F, Myrasov O et al (2007) The effects of surface coating on the structural and magnetic properties of CoAg core-shell nanoparticles. IEEE Trans Magn. https://doi.org/10.1109/TMAG.2007.89385810.1109/TMAG.2007.893858 ↗
37. Van Hoof T, Hou M (2005) Structural and thermodynamic properties of Ag Co nanoclusters. Phys Rev B - Condens Matter Mater Phys. https://doi.org/10.1103/PhysRevB.72.11543410.1103/PhysRevB.72.115434 ↗
38. Kuntová Z, Rossi G, Ferrando R (2008) Melting of core-shell Ag-Ni and Ag-Co nanoclusters studied via molecular dynamics simulations. Phys Rev B Condens Matter Mater Phys 77:205431. https://doi.org/10.1103/PhysRevB.77.20543110.1103/PhysRevB.77.205431 ↗
39. Baletto F (2021) GitHub - kcl-tscm/LoDiS: a FORTRAN90 classical molecular dynamics package for simulating nanocluster evolution. https://github.com/kcl-tscm/LoDiS. Accessed 24 Dec 2024
40. Andersen HC (1980) Molecular dynamics simulations at constant pressure and/or temperature. J Chem Phys 72:2384–2393. https://doi.org/10.1063/1.43948610.1063/1.439486 ↗
41. Rosato V, Guillope M, Legrand B (1989) Thermodynamical and structural properties of f.c.c. transition metals using a simple tight-binding model. Philos Mag A 59:321–336. https://doi.org/10.1080/0141861890820506210.1080/01418618908205062 ↗
42. Cyrot-Lackmann F, Ducastelle F (1971) Binding energies of transition-metal atoms adsorbed on a transition metal. Phys Rev B 4:2406. https://doi.org/10.1103/PhysRevB.4.240610.1103/PhysRevB.4.2406 ↗
43. Gupta RP (1981) Lattice relaxation at a metal surface. Phys Rev B 23:626. https://doi.org/10.1103/PhysRevB.23.626510.1103/PhysRevB.23.6265 ↗
44. Stukowski A (2010) Visualization and analysis of atomistic simulation data with OVITO-the open visualization tool. Model Simul Mater Sci Eng 18:015012. https://doi.org/10.1088/0965-0393/18/1/01501210.1088/0965-0393/18/1/015012 ↗
45. Faken D, Jonsson H (1994) Systematic analysis of local atomic structure combined with 3D computer graphics. Comput Mater Sci 2:279–286. https://doi.org/10.1016/0927-0256(94)90109-010.1016/0927-0256(94)90109-0 ↗
46. Zorlu N, Taran S, Arslan H (2025) Geometric structure and temperature effects on the coalescence of Ag-Pt nanoparticles. J Nanopart Res 27:1–18. https://doi.org/10.1007/s11051-025-06331-010.1007/s11051-025-06331-0 ↗
47. Mizuno S, Shintani K (2008) Atomistic study of creation of bimetallic clusters by coalescence. MRS Online Proceedings Library 1087:8. https://doi.org/10.1557/PROC-1087-V08-0110.1557/PROC-1087-V08-01 ↗
48. Ferrando R (2015) Symmetry breaking and morphological instabilities in core-shell metallic nanoparticles. J Phys Condens Matter. https://doi.org/10.1088/0953-8984/27/1/01300310.1088/0953-8984/27/1/013003 ↗
49. Canestrari N, Nelli D, Ferrando R (2025) General theory for packing icosahedral shells into multi-component aggregates. Nat Commun. https://doi.org/10.1038/s41467-025-56952-110.1038/s41467-025-56952-1 ↗
50. Canestrari N, Ferrando R, Nelli D (2025) In search of the smoothest nanoparticle surface: diffusion and mobility on Ag clusters. Nanoscale. https://doi.org/10.1039/d5nr01752a10.1039/d5nr01752a ↗