In Search of Structure’ Links Across Length Scales: Crossover Among Structural Motifs, Energetics, and Magic Systems in Subnanometer Transition Metals Clusters

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.

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Publication Details

Journal
Small Structures
Published
2025-08-15
DOI
https://doi.org/10.1002/sstr.202500345
Primary Topic
nanoparticles nucleation surface interactions
Type
article
Field-Weighted Citation Impact
0.00

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article

In Search of Structure’ Links Across Length Scales: Crossover Among Structural Motifs, Energetics, and Magic Systems in Subnanometer Transition Metals Clusters

Alessandro Fortunelli, Ernesto García‐Alfonso, Thantip Roongcharoen, Piotr S. Żuchowski
Small Structures
nanoparticles nucleation surface interactions
article

In Search of Structure’ Links Across Length Scales: Crossover Among Structural Motifs, Energetics, and Magic Systems in Subnanometer Transition Metals Clusters

Alessandro Fortunelli, Ernesto García‐Alfonso, Thantip Roongcharoen, Piotr S. Żuchowski
article en

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.

Small StructuresVol. 7(1)
Nicolaus Copernicus University (PL), Institute of Physics (AZ), Institute for the Chemistry of OrganoMetallic Compounds (IT)
European Commission, Ministero dell’Istruzione, dell’Università e della Ricerca, Universiteit van die Vrystaat
Openalex Percentile: Top 73%
nanoparticles nucleation surface interactions
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In Search of Structure’ Links Across Length Scales: Crossover Among Structural Motifs, Energetics, and Magic Systems in Subnanometer Transition Metals Clusters — Alessandro Fortunelli, Ernesto García‐Alfonso, et al. · Small Structures (2025) | TGRS Research Map | TGRS