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Author

Berthy T. Feng

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2 papers indexed here

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Review Sep 2026

From starlight to dark matter: a stochastic interpolation approach to map dark matter from stellar density

The dark matter halo profile in galaxies holds key information about the nature of dark matter and galaxy formation. Constraining the dark matter profile of galaxies beyond the Milky Way traditionally requires expensive spectroscopic observations for kinematic information. In this paper, we explore a conditional genera...

Xiao-Wei Ou, L. Necib, C. Cuesta-Lázaro et al. · 0 citations
#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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