works on
cosmic microwave background 1millimeter-wave observations 1power spectrum 1reionization 1sunyaev-zeldovich effect 1

From the 1 of 8 linked papers with an AI index.

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2026

Uncovering Physical Drivers of Dark Matter Halo Structures with Auxiliary-Variable-Guided Generative Models

Arkaprabha Ganguli, Anirban Samaddar, Florian Kéruzoré +4

Deep generative models (DGMs) compress high-dimensional data but often entangle distinct physical factors in their latent spaces. We present an auxiliary-variable-guided framework…