TY - JOUR
T1 - Dark Energy Survey Year 3 results
T2 - wCDM cosmology from simulation-based inference with persistent homology on the sphere
AU - The DES Collaboration
AU - Prat, J.
AU - Gatti, M.
AU - Doux, C.
AU - Pranav, P.
AU - Chang, C.
AU - Jeffrey, N.
AU - Whiteway, L.
AU - Anbajagane, D.
AU - Sugiyama, S.
AU - Thomsen, A.
AU - Alarcon, A.
AU - Amon, A.
AU - Bechtol, K.
AU - Bernstein, G. M.
AU - Campos, A.
AU - Chen, R.
AU - Choi, A.
AU - Davis, C.
AU - Derose, J.
AU - Dodelson, S.
AU - Eckert, K.
AU - Elvin-Poole, J.
AU - Everett, S.
AU - Ferté, A.
AU - Gruen, D.
AU - Huff, E. M.
AU - Harrison, I.
AU - Herner, K.
AU - Jarvis, M.
AU - Kuropatkin, N.
AU - Leget, P. F.
AU - Maccrann, N.
AU - Mccullough, J.
AU - Myles, J.
AU - Navarro-Alsina, A.
AU - Pandey, S.
AU - Raveri, M.
AU - Rollins, R. P.
AU - Roodman, A.
AU - Sánchez, C.
AU - Secco, L. F.
AU - Sheldon, E.
AU - Shin, T.
AU - Troxel, M. A.
AU - Tutusaus, I.
AU - Varga, T. N.
AU - Yanny, B.
AU - Yin, B.
AU - Zhang, Y.
AU - Suchyta, E.
N1 - Publisher Copyright:
© The Author(s) 2025. Published by Oxford University Press on behalf of Royal Astronomical Society.
PY - 2026/1/1
Y1 - 2026/1/1
N2 - We present cosmological constraints from Dark Energy Survey Year 3 (DES Y3) weak lensing data using persistent homology, a topological data analysis technique that tracks how features like clusters and voids evolve across density thresholds. For the first time, we apply spherical persistent homology to galaxy survey data through the algorithm TOPOS2, which is optimized for curved-sky analyses and HEALPIX compatibility. Employing a simulation-based inference framework with the Gower Street simulation suite -specifically designed to mimic DES Y3 data properties -we extract topological summary statistics from convergence maps across multiple smoothing scales and redshift bins. After neural network compression of these statistics, we estimate the likelihood function and validate our analysis against baryonic feedback effects, finding minimal biases (under 0. 3 σ) in the Ωm-S8 plane. Assuming the wCold Dark Matter model, our combined Betti numbers and second moments analysis yields S8 = 0. 821 ± 0. 018 and Ωm = 0. 304 ± 0. 037 -constraints 70 per cent tighter than those from cosmic shear two-point statistics in the same parameter plane. Our results demonstrate that topological methods provide a powerful and robust framework for extracting cosmological information, with our spherical methodology readily applicable to upcoming Stage IV wide-field galaxy surveys.
AB - We present cosmological constraints from Dark Energy Survey Year 3 (DES Y3) weak lensing data using persistent homology, a topological data analysis technique that tracks how features like clusters and voids evolve across density thresholds. For the first time, we apply spherical persistent homology to galaxy survey data through the algorithm TOPOS2, which is optimized for curved-sky analyses and HEALPIX compatibility. Employing a simulation-based inference framework with the Gower Street simulation suite -specifically designed to mimic DES Y3 data properties -we extract topological summary statistics from convergence maps across multiple smoothing scales and redshift bins. After neural network compression of these statistics, we estimate the likelihood function and validate our analysis against baryonic feedback effects, finding minimal biases (under 0. 3 σ) in the Ωm-S8 plane. Assuming the wCold Dark Matter model, our combined Betti numbers and second moments analysis yields S8 = 0. 821 ± 0. 018 and Ωm = 0. 304 ± 0. 037 -constraints 70 per cent tighter than those from cosmic shear two-point statistics in the same parameter plane. Our results demonstrate that topological methods provide a powerful and robust framework for extracting cosmological information, with our spherical methodology readily applicable to upcoming Stage IV wide-field galaxy surveys.
KW - cosmological parameters
KW - cosmology: observations
KW - gravitational lensing: weak
KW - large-scale structure of Universe
UR - https://www.scopus.com/pages/publications/105025677185
U2 - 10.1093/mnras/staf2152
DO - 10.1093/mnras/staf2152
M3 - Article
AN - SCOPUS:105025677185
SN - 0035-8711
VL - 545
JO - Monthly Notices of the Royal Astronomical Society
JF - Monthly Notices of the Royal Astronomical Society
IS - 3
M1 - staf2152
ER -