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 2 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.CO2026
Dark Quest II: A Wide-Coverage Neural Network Emulator of the Nonlinear Matter Power Spectrum Across Extended Cosmologies
Satoshi Tanaka, Takahiro Nishimichi, Yosuke Kobayashi
\textsc{DarkEmulator2} is a neural network emulator of the nonlinear matter power spectrum in a nine-dimensional parameter space, developed as the emulat…