2-6 October 2023
Universidad de los Andes / Universidad Nacional de Colombia
America/Bogota timezone

Determination of the free energy landscape of ultrasmall silver clusters with metadynamics and machine learning techniques

6 Oct 2023, 17:00
20m
A1 - edificio 564 (Universidad Nacional de Colombia)

A1 - edificio 564

Universidad Nacional de Colombia

Invited talk Statistical Physics Invited Talks

Speaker

Prof. Olga López-Acevedo (Universidad de Antioquia)

Description

Ab initio metadynamics enables the extraction of free energy landscapes with the precision of first-principles electronic structure methods. We developed and used an interface between the PLUMED and ASE codes to estimate the free energy of Ag5 and Ag6 clusters at 10, 100, and 300 K with the radius of gyration and coordination number as collective variables [1]. We find that Ag6 is the smallest silver cluster where entropic effects at room temperature increase the probability of the nonplanar isomer to a competitive state. To accelerate the determination of the free energy we currently use machine learning algorithms.

[1] J. Chem. Phys. 156, 154301 (2022)

Primary author

Prof. Olga López-Acevedo (Universidad de Antioquia)

Presentation Materials

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