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#machine learning Preprint Sep 2026

A Differentiable Neural Surrogate for Photon Propagation in Neutrino Telescopes

Candela is introduced, a differentiable SIREN neural field that learns the photon Green's function of the IceCube Neutrino Observatory, a cubic-kilometer detector embedded in Antarctic glacial ice, and predicts the expected photon yield and full arrival-time distribution at the sensor.

Felix J. Yu, Berthy T. Feng, N. Kamp et al. · 0 citations

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