PINN framework reconstructs 3D magnetic fields to 10^{-4} simulated accuracy and 10^{-3} experimental accuracy by enforcing divergence-free and curl-free conditions.
Zaid (for the Muon g-2 Collaboration), Run 2/3 measure- ment of the muon anomalous magnetic moment by the Muon g-2 experiment at Fermilab.arXiv preprintarXiv:2506.21219 (2025)
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3D Magnetic Field Reconstruction and Mapping with Physics-Informed Neural Networks
PINN framework reconstructs 3D magnetic fields to 10^{-4} simulated accuracy and 10^{-3} experimental accuracy by enforcing divergence-free and curl-free conditions.