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LSST Strong Lensing Systems Dark Matter Sensitivity Analysis with Neural Ratio Estimators

  • Authors: Andreas Filipp, Yashar Hezaveh, Laurence Perreault-Levasseur, Daniel Gilman

Andreas Filipp et al 2026 The Astrophysical Journal 1007 .

  • Provider: AAS Journals

Caption: Figure 6.

Posterior constraints with different minimum halo mass cuts. The contours denote the 3σ constraints from 500 lens systems. Even removing the lowest mass halos below ﹩{m}_{{\rm{halo}}}\leqslant 7.5\,{\mathrm{log}}_{10}{M}_{\odot }﹩ induces a noticeable shift relative to the full sample. Additionally, the posterior estimates seem to broaden when low-mass halos are removed.

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