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Updated: Jul 5, 2025

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Analyzing Melts and Fluids from Ab Initio Molecular Dynamics Simulations with the UMD Package
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Pd8 Cluster: Too Small to Melt? A BOMD Study
Analila Luna-Valenzuela1, Jesús N Pedroza-Montero2, Andreas M Köster2
1Departamento de Ciencias de la Salud, Unidad Regional Los Mochis, Universidad Autónoma de Occidente, Blvd. Macario Gaxiola S/N, 81217 Los Mochis, Sinaloa, México.
The Journal of Physical Chemistry. A
|January 11, 2024
Summary
This study investigates the melting of palladium (Pd) clusters. Using ab initio simulations, researchers found evidence of a solid-liquid phase transition in Pd8 clusters between 500 and 600 K.
Area of Science:
- Materials Science
- Computational Chemistry
- Condensed Matter Physics
Background:
- Determining phase transitions in nanoscale systems is crucial for understanding material properties.
- Small clusters exhibit unique thermal behaviors distinct from bulk materials.
Purpose of the Study:
- To investigate the solid-liquid phase transition in palladium (Pd) clusters.
- To analyze the thermal behavior and structural stability of Pd8 clusters.
Main Methods:
- Ab initio simulations including global structure search with basin-hopping.
- Born-Oppenheimer molecular dynamics (BOMD) at various temperatures.
- Data clustering, multiple-histogram method, and analysis of heat capacity, mean-squared displacement, and pair-distance distribution.
Main Results:
- Identification of Pd8 cluster isomers and assessment of structural stability.
- Observation of a melting transition in Pd8 clusters between 500 and 600 K.
- Confirmation of a solid-liquid phase transition through multiple simulation analyses.
Conclusions:
- The study confirms a solid-liquid phase transition in Pd8 clusters.
- Ab initio simulations provide valuable insights into the melting behavior of nanoscale materials.
- Understanding cluster phase transitions is key for designing nanomaterials.

