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[submitted] picasso: Painting intracluster gas on gravity-only simulations

picasso is a model that allows making predictions for the thermodynamic properties of the gas in massive dark matter halos from gravity-only cosmological simulations. It combines an analytical model of gas properties as a function of gravitational potential with a neural network predicting the parameters of said model. It is released here as a Python package, combining an implementation of the gas model based on JAX and Flax, and models that have been pre-trained to reproduce gas properties from hydrodynamic simulations.

Code site:
https://github.com/fkeruzore/picasso
Preferred citation method:

10.33232/001c.127486


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