PINNing the pion: conformal deep learning for F pi(s) and the (g-2) mu hadronic contribution
hep-ph, cs.LG, hep-ex
Submitted: 2026-09-30
Updated: 2026-09-30
Sources
- Final Report of the Muon E821 Anomalous Magnetic Moment Measurement at BNL
- Measurement of the Positive Muon Anomalous Magnetic Moment to 0.46 ppm
- Leading hadronic contribution to the muon magnetic moment from lattice QCD
- Measurement of the pion form factor with CMD-3 detector and its implication to the hadronic contribution to muon (g-2)
- \pi\pi scattering
- Dispersive analysis of the pion vector form factor without zeros
- Precise measurement of the e+ e- to pi+ pi- (gamma) cross section with the Initial State Radiation method at BABAR
- Precise Measurement of the e+ e- --> pi+ pi- (gamma) Cross Section with the Initial-State Radiation Method at BABAR
- Hadronic form factors in QCD and the incompleteness problem in the time-like region
- Vector Boson Scattering Processes: Status and Prospects
- Dispersive and chiral symmetry constraints on the light meson form factors
- Pion electromagnetic form factor at high precision with implications to $a_\mu^{\pi\pi}$ and the onset of perturbative QCD
- Roy equation analysis of pi pi scattering
- Complete next-to-leading order perturbative QCD prediction for the pion electromagnetic form factor
- On the PQCD prediction for the pion form factor
- Constraints on Form Factors For Exclusive Semileptonic Heavy to Light Meson Decays
- Neural Tangent Kernel: Convergence and Generalization in Neural Networks
- Charged pion form factor between $Q^2$=0.60 and 2.45 GeV$^2$. I. Measurements of the cross section for the ${^1}$H($e,e'\pi^+$)$n$ reaction
- High-Statistics Study of the tau^- -> pi^- pi^0 nu_tau Decay
- Hadronic Structure in the Decay $\tau^{-}\to \pi^{-}\pi^{0}\nu_{\tau}$
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