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Table · dataset · 2026

Code and data for "Two competing ageing channels of lithium iron phosphate cathodesntitled Item

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<p dir="ltr">Supplementary code and data for the manuscript "Two competing ageing</p><p dir="ltr">channels of lithium iron phosphate cathodes" (submitted to Nature</p><p dir="ltr">Communications).

Description

The code implements the electrode microstructure</p><p dir="ltr">reconstruction, the coupled two-channel degradation simulator (interphase</p><p dir="ltr">growth + contact-fatigue percolation), the physics-guided graph-transformer</p><p dir="ltr">network, and the Severson et al. external-validation pipeline.

The data</p><p dir="ltr">archive contains the numeric values of the scaling relations, the per-model</p><p dir="ltr">metrics and distribution-shift results, the Severson validation results, and</p><p dir="ltr">the per-figure source data (CSV) that reproduce Figures 1-7 and Supplementary</p><p dir="ltr">Fig. 1. Random seeds are fixed throughout for reproducibility.</p>

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Chemical engineering 72%
Provenance · 1 source records, 18 field assertions
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