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Data · dataset · 2025

The data of the article "Molecular Dynamics Simulation Study of Diffusion Dynamics in [EMIm]+Cl-+AlCl3 Ionic Liquid Based on Deep Learning Potential"

Listed in ScienceDB

Description

This dataset includes the fundamental atomic structure models (in XYZ format, containing AlCl4.xyz, Al2Cl7.xyz, and EMIm.xyz) and the trained DeeP potential ([EMIm]Cl+AlCl3_ion_liquid_potential.pb) used in the article titled " Molecular Dynamics Simulation Study of Diffusion Dynamics in [EMIm]+Cl-+AlCl3 Ionic Liquid Based on Deep Learning Potential". All Deep Potential Molecular Dynamics (DPMD) simulations in this study were performed using this trained potential.

This DeeP potential primarily focuses on ion transport mechanisms in [EMIm]+Cl-+AlCl3 ionic liquid systems within the temperature range of 300 K to 400 K. When utilizing this DeeP potential in LAMMPS (integrated with DeePMD-kit) or other molecular dynamics software, it is crucial to maintain the element order as C, N, H, Al, Cl to prevent computational errors.

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Where it is published

Catalogue records · 1

Topics

Inferred from text
Chemical engineering 68% · Simulation 75%
Provenance · 1 source records, 13 field assertions
SourceKeyLast seenRaw
ScienceDB10.57760/sciencedb.j00213.0019010 d agoJSON v1
FieldAssertionExtractorEvidence
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