Table · dataset · 2026
<b>Dynamic Lithium Accessibility Governs Interfacial Reaction Pathways at Li–Si Alloy/Li</b><sub><strong>6</strong></sub><b>PS</b><sub><strong>5</strong></sub><b>Cl Interfaces through Li Redistribution and Alloy Restructuring</b>
Listed in figshare and Loughborough Research Repository and GRANTS Data and UP Research Data Repository — shown once because both records carry DOI 10.6084/m9.figshare.34030107.v3
Description
<p dir="ltr"><b>The files are organized into the following main directories:</b></p><ul><li><b>Structure/</b></li><li><b>Validation/</b></li></ul><h2 dir="ltr"><b>Structure</b></h2><p dir="ltr">This directory contains the structural data used for molecular dynamics (MD) simulations and for generating the training dataset for the Moment Tensor Potential (MTP).</p><h3 dir="ltr"><b>MD_structure/</b></h3><p dir="ltr">This directory contains the initial and representative structures associated with the production MD simulations.</p><ul><li><b>Si_10nm+LPSC_10nm/</b></li><li><ul><li><b>Initial_structure/</b>: CIF file of the initial Si | Li<sub>6</sub>PS<sub>5</sub>Cl interface model used for MD simulations.</li><li><b>20ns_MD_structure/</b>: Representative CIF snapshots extracted from the MD trajectory at selected time points, illustrating the structural evolution of the interface during the 20 ns simulation.</li></ul></li><li><b>LiSi_10nm+LPSC_10nm/</b></li><li><b>Li</b><sub><strong>12</strong></sub><b>Si</b><sub><strong>7</strong></sub><b>_10nm+LPSC_10nm/</b></li><li><b>Li</b><sub><strong>15</strong></sub><b>Si</b><sub><strong>4</strong></sub><b>_10nm+LPSC_10nm/</b></li></ul><p dir="ltr">The latter directories follow the same organization and contain the corresponding initial and representative MD structures for each interface system.</p><h3 dir="ltr"><b>Training Datasets/</b></h3><p dir="ltr">This directory contains the <b>initial structures used to generate the MTP training dataset</b>.
These structures served as starting configurations for <i>ab initio</i> molecular dynamics (AIMD) simulations and active-learning calculations.</p><ul><li><b>Bulk/</b>: Initial structures of the bulk phases, including Si, LiSi, Li<sub>12</sub>Si<sub>7</sub>, Li<sub>15</sub>Si<sub>4</sub>, and Li<sub>6</sub>PS<sub>5</sub>Cl.</li><li><b>Slab/</b>: Surface slab models constructed from the corresponding bulk structures.</li><li><b>Interface/</b>: Si | Li<sub>6</sub>PS<sub>5</sub>Cl and Li–Si alloy | Li<sub>6</sub>PS<sub>5</sub>Cl interface models used as initial configurations for the active-learning procedure.</li></ul><p dir="ltr">The CIF files in this directory represent the reference starting configurations used for AIMD simulations and MTP training-data generation, rather than the complete training dataset.</p><h2 dir="ltr"><b>Validation</b></h2><p dir="ltr">This directory contains data used to validate the trained MTP against density functional theory (DFT) calculations.</p><h3 dir="ltr"><b>Bulk&Slab/</b></h3><p dir="ltr">Contains validation datasets in <b>CFG format</b> for Si, Li–Si alloy, and Li<sub>6</sub>PS<sub>5</sub>Cl bulk and slab systems.</p><ul><li><b>Si/</b></li><li><ul><li><b>Si_dft.cfg</b>: Reference configurations evaluated using <b>DFT</b>, including atomic positions, energies, and forces.</li><li><b>Si_mtp.cfg</b>: Corresponding configurations evaluated using the <b>trained MTP</b> for direct comparison with the DFT reference data.</li></ul></li><li><b>Li-Si alloy/</b></li><li><ul><li>Validation data for the Li–Si alloy systems.</li></ul></li><li><b>LPSC/</b></li><li><ul><li>Validation data for Li<sub>6</sub>PS<sub>5</sub>Cl bulk and slab systems.</li></ul></li></ul><h3 dir="ltr"><b>Interface/</b></h3><p dir="ltr">Contains validation data for Li–Si alloy | Li<sub>6</sub>PS<sub>5</sub>Cl interfaces.</p><ul><li><b>Li</b><sub><strong>12</strong></sub><b>Si</b><sub><strong>7</strong></sub><b>+LPSC/</b></li><li><ul><li><b>DFT_cifs/</b>: 50 CIF snapshots sampled at 20 ps intervals from a 1 ns MD trajectory of the Li<sub>12</sub>Si<sub>7</sub> | Li<sub>6</sub>PS<sub>5</sub>Cl interface.
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DFT single-point calculations were performed for these configurations. The corresponding energies are summarized in the accompanying CSV file.</li><li><b>MTP/</b>: CFG file obtained by evaluating the corresponding MD snapshots using the trained MTP. The file contains atomic structures, predicted energies, and forces, with the predicted energies additionally summarized in the accompanying CSV file.</li></ul></li><li><b>Li</b><sub><strong>15</strong></sub><b>Si</b><sub><strong>4</strong></sub><b>+LPSC/</b></li><li><ul><li>Contains the corresponding DFT and MTP validation data for the Li<sub>15</sub>Si<sub>4</sub> | Li<sub>6</sub>PS<sub>5</sub>Cl interface.</li></ul></li></ul><h3 dir="ltr"><b>pot.mtp</b></h3><p dir="ltr">The trained Moment Tensor Potential (MTP) used for all MLIP-based MD simulations in this study.
The same potential was used for both the validation calculations and the production MD simulations reported in the manuscript.</p><h2 dir="ltr"><b>File Formats</b></h2><p dir="ltr"><b>CIF files</b> contain atomic structural information and can be converted to the appropriate input formats for atomistic simulations using software such as VASP or LAMMPS.</p><p dir="ltr"><b>CFG files</b> contain atomic configurations and associated quantities, such as energies and forces, in the format used for MTP/MLIP calculations.</p><p dir="ltr"><b>pot.mtp</b> is the trained MTP parameter file used for the MLIP calculations reported in this study.</p><p dir="ltr"><b>CSV files</b> provide numerical summaries of selected validation results.</p>
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Where it is published
- DOI doi.org/10.6084/m9.figshare.34030107.v3 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from figshare com
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Engineering · Humanities · Humanities · Humanities · Life Sciences · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Social Science · Social Science · Social Science
- Inferred from text
- Density functional theory 75% · Simulation 75% · Structure and dynamics of materials 76%
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Provenance · 4 source records, 39 field assertions
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| Loughborough Research Repository | oai:figshare.com:article/34030107 | 4 d ago | JSON v1 |
| GRANTS Data | oai:figshare.com:article/34030107 | 4 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/34030107 | 4 d ago | JSON v1 |
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