physics.comp-ph · 2026-06-10 · No. 19

Computational Physics, 2026-06-10.

1 new papers in physics.comp-ph. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    An adaptive framework for the axisymmetric pulsar magnetosphere using physics-informed Kolmogorov-Arnold networks

    Spyros Rigas, Ioannis Contopoulos, Georgios Alexandridis, Antonios Nathanail

    physics.comp-ph · astro-ph.IM · cs.LG

    The pulsar magnetosphere has only recently been addressed using Physics-Informed Neural Networks (PINNs), by deploying a domain-decomposition approach and treating the separatrix and equatorial current sheet as infinitesimally thin discontinuities. However, this baseline requires extensive manual hyperparameter tuning, achieves limited final accuracy and demands several hours of training. We refine this framework by introducing...

    arxiv.org/abs/2606.10686 · PDF

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