2026-10-11T15:08:48Z https://api.figshare.com/v2/oai

oai:figshare.com:article/33716017 2026-09-13T18:07:00Z category_26761 item_type_3 month_year_09_2026

Code and data for "Two competing ageing channels of lithium iron phosphate cathodesntitled Item Wei Ning (24863974) Energy generation, conversion and storage (excl. chemical and electrical) lithium iron phosphate battery ageing graph neural network percolation lifetime prediction <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). 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> 2026-09-13T18:07:00Z Dataset Dataset 10.6084/m9.figshare.33716017.v1 https://figshare.com/articles/dataset/Code_and_data_for_Two_competing_ageing_channels_of_lithium_iron_phosphate_cathodesntitled_Item/33716017 CC BY 4.0