Emulation of the Halo Mass Function with Neural Networks

arXiv:2610.00725 · astro-ph.CO · Submitted 2026-09-30 · Read on arXiv

astro-ph.CO

Submitted: 2026-09-30

Updated: 2026-09-30

Code: https://github.com/oross314/HMF

Terminology

Accuracy — 9× in this paper · explained in 1 episode
Abundance — 4× in this paper · explained in 1 episode
N-body simulations — 3× in this paper · explained in 2 episodes
AGN — 2× in this paper · explained in 1 episode
AGN Feedback — 2× in this paper · explained in 1 episode
Activation Function — 2× in this paper · explained in 1 episode
Adam — 2× in this paper · explained in 2 episodes
Baryonic Feedback — 2× in this paper · explained in 3 episodes
Calibration — 2× in this paper · explained in 7 episodes
Clustering — 2× in this paper · explained in 2 episodes
Forward modeling — 2× in this paper · explained in 2 episodes
Matter Power Spectrum — 2× in this paper · explained in 2 episodes
Weak Lensing — 2× in this paper · explained in 2 episodes
Benchmark — 1× in this paper · explained in 2 episodes
Generalizability — 1× in this paper · explained in 6 episodes
Trace — 1× in this paper · explained in 2 episodes

Sources

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