cs.SC · 2026-08-18 · No. 88

Symbolic Computation, 2026-08-18.

1 new papers in cs.SC. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    AutoSR: Automatic Symbolic Regression by Searching Research States

    Kejia Zhang, Youran Sun, Xinyu Ren, Chugang Yi, Haizhao Yang

    cs.SC · cs.AI · cs.LG · math.NA

    We introduce Automatic Symbolic Regression (AutoSR), a fully automated system that instantiates Research-Space Symbolic Regression by searching persistent scientific investigations rather than isolated equations. Finite, noisy data often yield numerically competitive expressions that imply very different behavior outside the observed regime, making numerical fit and syntactic complexity insufficient measures of scientific credibility....

    arxiv.org/abs/2608.16876 · PDF

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