beyond-two-point statistics 1cosmological parameter inference 1galaxy clustering 1large-scale structure 1mock data challenge 1
From the 1 of 2 linked papers with an AI index.
29 citations · 29 across the 1 of their papers we have counts for
2 papers
astro-ph.CO2026★ 29 cited
A Parameter-Masked Mock Data Challenge for Beyond-Two-Point Galaxy Clustering Statistics
2pt Collaboration, Elisabeth Krause, Yosuke Kobayashi +23
The paper presents the first results of the "Beyond-2pt" community data challenge, where participants used various beyond‑two‑point galaxy clustering methods on high‑precision mock…
astro-ph.CO2025
Modeling Galaxy Surveys with Hybrid SBI
Gemma Zhang, Chirag Modi, Oliver H. E. Philcox
Simulation-based inference (SBI) has emerged as a powerful tool for extracting cosmological information from galaxy surveys deep into the non-linear regime. Despite its great promi…