August 9, 2025

Cross-correlation for Detecting and Understanding Patterns in Ab Initio Molecular Dynamics Simulations of Liquid Metals.

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Statistical cross-correlation reveals temporal relationships in liquid metals, highlighting dynamics and energy interaction with adsorbates.

Analyses reveal new temporal relationships between atom motions in liquid Ga-In and Ga-Sn systems.
Cross-correlation techniques are applied to time-series data from molecular dynamics simulations.
The framework links atomic motion patterns to interaction energy with adsorbates in liquid metals.
Findings enhance understanding of coupled dynamics in surface science and catalytic processes.

Ruffman et al. (2025) studied this question.

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Statistical cross-correlation reveals temporal relationships in liquid metals, highlighting dynamics and energy interaction with adsorbates.