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Author

A. Kozyrev

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Preprint Aug 2026

Reconstructive AI Spectroscopy of Charged Particle Beams

This work introduces a physics-informed neural network (PINN) framework for reconstructing electron energy spectra from sparsely sampled attenuation-curve data. Leveraging the NVIDIA PhysicsNeMo platform, the proposed mesh-free methodology operates directly on raw experimental datasets while explicitly incorporating al...

V. Kozhevnikov, A. Kozyrev, Elena Klepalova et al. · 1 citation · ⚡1

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