Replication package for: Evaluation Practice in Data-Driven Battery State-of-Health and Remaining-Useful-Life Estimation: Systematic Review, Re-Evaluation, and a Proposed Reporting Standard

Data, code and documentation accompanying the article "Evaluation Practice in Data-Driven Battery State-of-Health and Remaining-Useful-Life Estimation: Systematic Review, Re-Evaluation, and a Proposed Reporting Standard" (submitted to the Journal of Energy Storage). Contents: the coded corpus (145 studies coded by coder A from a random sample of 300; a 60-study subset independently coded by coder B) with the reliability analysis; search logs for OpenAlex, Semantic Scholar, Crossref, arXiv, Scopus and IEEE Xplore, the raw API result files without abstracts, the Stage-1 screening table and PRISMA counts; scripts and result tables for the eight re-analyses (S1-S8); the battvalid reporting-checklist tool; scripts that regenerate the 12 figures; and verify_paper_numbers.py, which checks 214 numbers quoted in the article against the shipped data. Not included: primary-study PDFs and abstract text (publisher copyright), third-party raw datasets and model code (sources and download instructions are in DATA_PROVENANCE.md), and trained checkpoints. See docs/REPRODUCIBILITY.md for what can and cannot be re-run.