q-bio.QM · 2026-06-06 · No. 15

Quantitative Methods, 2026-06-06.

1 new papers in q-bio.QM. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    $p$-adic Bi-Filtrations for Topological Machine Learning on Genomic Sequences

    Tirtharaj Dash, Gunja Sachdeva

    q-bio.QM · cs.LG · math.AT · q-bio.GN

    We introduce pVR, a topological machine learning framework for alignment-free genomic sequence classification that combines $p$-adic numbers with topological data analysis. Each DNA sequence is encoded along two complementary axes: a $p$-adic distance on $k$-mer prefixes, which captures hierarchical positional structure, and a compositional $L_1$ distance on $k$-mer frequencies, which captures local sequence content. The two distances jointly...

    arxiv.org/abs/2606.06117 · PDF

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