In Search of Structure’ Links Across Length Scales: Crossover Among Structural Motifs, Energetics, and Magic Systems in Subnanometer Transition Metals Clusters
Source abstract
Abstract
Clusters of transition metal (TM) elements are becoming increasingly important in our daily lives for a wide ensemble of applications in catalysis and bio‐fields, for health, energy and environmental problems. To help build structure/property relationships for these critical materials, it is presented here, first, a systematic study and descriptor‐based classification of the structure, energetics, and quantum properties of TM tetramers and hexamers via first‐principles simulations. Then, the obtained database is analyzed to single out trends in energetic and structural quantities, and their connections with the corresponding quantities of macroscopic bulk and larger clusters. It is found that the correlations between the micro and the macro scale do exist, providing recognizable evolution patterns in terms of both size and atomic number. At the same time, exceptions to the observed trends (outliers), are encountered including “magic” or on the opposite fluxional clusters, and an effort to rationalize their occurrence in terms of electronic structure considerations is made.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: nanoparticles nucleation surface interactions · Advanced Chemical Physics Studies · Nanocluster Synthesis and Applications
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
CNR‐ICCOM, Institute of Chemistry of OrganoMetallic Compounds Consiglio Nazionale delle Ricerche Via Giuseppe Moruzzi 1 56124 Pisa Italy
Institute of Physics Nicolaus Copernicus University Grudziądzka 5/7 87‐100 Toruń Poland
Funding
Ministry of Education, University and Research
References (57)
Show source-provided references
1. 10.1039/c2cs15325d10.1039/c2cs15325d ↗
2. Halder A. · J. Chem. Phys. · 2018 · 21 · 148
3. 10.1088/1361-648X/aaed8410.1088/1361-648X/aaed84 ↗
4. 10.1021/acs.chemrev.6b0023010.1021/acs.chemrev.6b00230 ↗
5. Yoo E. · ACS · 2009 · 9 · 6
6. 10.1038/s41929-024-01180-x10.1038/s41929-024-01180-x ↗
7. 10.1021/acscatal.9b0090310.1021/acscatal.9b00903 ↗
8. 10.1021/acscatal.4c0218410.1021/acscatal.4c02184 ↗
9. 10.1038/nature0647010.1038/nature06470 ↗
10. 10.1126/science.116116610.1126/science.1161166 ↗
11. 10.1002/anie.20130216510.1002/anie.201302165 ↗
12. 10.1039/C7CP02240A10.1039/C7CP02240A ↗
13. 10.1126/science.aad499810.1126/science.aad4998 ↗
14. 10.1039/D2FD00108J10.1039/D2FD00108J ↗
15. 10.1135/cccc2007012110.1135/cccc20070121 ↗
16. Hagen J. · Sci. Direct · 2007 · 261 · 152
17. 10.1126/science.118520010.1126/science.1185200 ↗
18. 10.1021/cs300275v10.1021/cs300275v ↗
19. 10.1038/nchem.172110.1038/nchem.1721 ↗
20. 10.1016/j.jcis.2022.07.13310.1016/j.jcis.2022.07.133 ↗
21. 10.1039/D2CP05843J10.1039/D2CP05843J ↗
22. 10.1039/D4CP03271C10.1039/D4CP03271C ↗
23. Martin R. M. · 2004
24. 10.1016/j.crci.2013.12.00810.1016/j.crci.2013.12.008 ↗
25. 10.1021/acs.accounts.9b0053110.1021/acs.accounts.9b00531 ↗
26. COSY‐NANO‐DATA2025 GitHub https://github.com/piotrzuchowski/COSY_Inter_Nano/tree/main/clusters(accessed: July 2025).
27. 10.1088/0953-8984/21/39/39550210.1088/0953-8984/21/39/395502 ↗
28. 10.1103/PhysRevLett.77.386510.1103/PhysRevLett.77.3865 ↗
29. 10.1103/PhysRevB.98.21410810.1103/PhysRevB.98.214108 ↗
30. 10.1103/PhysRevB.79.07512610.1103/PhysRevB.79.075126 ↗
31. 10.1103/PhysRevB.47.1014210.1103/PhysRevB.47.10142 ↗
32. 10.1103/PhysRevB.41.789210.1103/PhysRevB.41.7892 ↗
33. 10.1063/1.338234410.1063/1.3382344 ↗
34. 10.1063/1.132322410.1063/1.1323224 ↗
35. 10.1063/1.132967210.1063/1.1329672 ↗
36. 10.1017/CBO978051160963310.1017/CBO9780511609633 ↗
37. Roongcharoen T. · J. Chem. Theory Comput. · 2024 · 9580 · 20
38. 10.1098/rspa.1937.014210.1098/rspa.1937.0142 ↗
39. Streltsov S. V. · Phys. Rev. X · 2020 · 10 · 031043
40. Kittel C. · 2005
41. 10.1039/C4CP02135E10.1039/C4CP02135E ↗
42. 10.1063/1.144848410.1063/1.1448484 ↗
43. 10.1007/BF0133953010.1007/BF01339530 ↗
44. Atkins P. · 2006
45. Lowe J. P. · 2005
46. 10.1103/PhysRev.49.65310.1103/PhysRev.49.653 ↗
47. 10.1016/j.rechem.2024.10143710.1016/j.rechem.2024.101437 ↗
48. 10.1007/BFb003679810.1007/BFb0036798 ↗
49. 10.1021/ar00029a00410.1021/ar00029a004 ↗
50. 10.1039/C7CP03101G10.1039/C7CP03101G ↗
51. 10.1016/j.combustflame.2022.11251310.1016/j.combustflame.2022.112513 ↗
52. Eisberg R. · 1974
53. Heinemann H. · 2000
54. 10.1139/v73-50510.1139/v73-505 ↗
55. 10.1016/j.cbpa.2021.10209710.1016/j.cbpa.2021.102097 ↗
56. 10.1126/science.aau716010.1126/science.aau7160 ↗
57. 10.1021/jacs.0c0212210.1021/jacs.0c02122 ↗