Simba

The 'SIMBA' dataset is a collection of galaxy catalogs generated from hydrodynamical simulations, used to evaluate the performance of machine learning models in estimating cosmological parameters like matter density.

Papers using Simba (3)

Galaxy Phase-Space and Field-Level Cosmology: The Strength of Semi-Analytic Models2025Robust Field-level Likelihood-free Inference with Galaxies2023 · 39 citesPhysics-informed neural networks in the recreation of hydrodynamic simulations from dark matter2023 · 7 cites