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News/A Differentiable Neural Surrogate for Photon Propagation in Neutrino Telescopes
arxiv
PublishedSeptember 7, 2026 at 4:00 AM

A Differentiable Neural Surrogate for Photon Propagation in Neutrino Telescopes

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arXiv:2609.04695v1 Announce Type: cross Abstract: Large-volume neutrino telescopes infer neutrino properties from Cherenkov light, but simulating the transport of billions of photons through highly scattering ice or water is computationally costly. We introduce candela, a differentiable SIREN neural

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