cond-mat.mtrl-sci · 2026-08-28 · No. 98

Materials Science, 2026-08-28.

1 new papers in cond-mat.mtrl-sci. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    Data-efficient crack quantification in lithium-ion cathodes using foundation model transfer

    Thorsten Tegetmeyer-Kleine, Thomas Schmitt, Phillip Aquino, Christiane Rahe, Dirk Uwe Sauer, Weihan Li

    cond-mat.mtrl-sci · cs.CV · cs.LG

    Battery lifetime is central to sustainable electrification, yet the particle cracking that drives lithium-ion cathode aging is hard to measure: quantitative microscopy of this degradation is bottlenecked by annotation, because each destructive electron-microscopy cross-section spans hundreds of megapixels and pixel-level expert labelling requires hours per image. We show that a frozen self-supervised vision-transformer encoder, combined with...

    arxiv.org/abs/2608.27162 · PDF

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