Section

Physics

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

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Edition No. 18
Updated UTC

Top stories

  1. 1. 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…

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  2. 2. 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.

    █████░░░░░4.5
  3. 3. A Topological -Geometrical Descriptor (TGD) for Scalable and Interpretable Modeling of Two -Dimensional Carbon Networks

    We introduce a compact Topological-Geometrical Descriptor (TGD) for planar two-dimensional carbon networks.

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More top stories

No.04 to No.06

  1. arXivby Hao, Kansal, Gandrakota +6

    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.

    No.04Verdict: NotableScore████░░░░░░4.5
  2. 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████░░░░░░4.4

Briefs

8 more from the desk