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Physics

Quantum machines, new materials, and the universe at every scale.

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Edition No. 20
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From the archiveYou are reading the October 18, 2026 edition. Read the latest

Stronger verdicts first · Score orders stories within each verdict

arXiv

Verdict: Notable

Discovering state-of-the-art quantum circuits with large language models

Significant efforts are currently being directed toward the implementation of large-scale quantum information processors, but realizing useful quantum advantage also requires the development of efficient quantum…

By Gu, Kemeny, Yelin +1

Score████░░░░░░4.4

Top stories

  1. 1. Time-reversible timestepping in many-body planetary systems

    Simulating chaotic planetary system evolution requires resolving small time-scales due to close encounters, scattering, collisions, and more.

    Verdict: Notable████░░░░░░4.3
  2. 2. RINO: Renormalization Group Distillation with No Labels

    Supervised machine learning in high-energy physics (HEP) requires training on labeled simulations of particle collisions, which are known to be unfaithful to the underlying physics.

    Verdict: Notable████░░░░░░4.3

More top stories

No.03 to No.06

  1. arXivby Schneider, Nachmani

    Distance Prediction for Quantum Codes

    The distance of a quantum code is a fundamental metric that dictates its error-correction capability.

    No.06Verdict: NotableScore████░░░░░░4.2

Briefs

8 more from the desk