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[ascl:2303.020] HaloGraphNet: Predict halo masses from simulations

HaloGraphNet predicts halo masses from simulations using Graph Neural Networks. Given a dark matter halo and its galaxies, this software creates a graph with information about the 3D position, stellar mass and other properties. It then trains a Graph Neural Network to predict the mass of the host halo. Data are taken from the CAMELS hydrodynamic simulations.

Code site:
https://github.com/PabloVD/HaloGraphNet
Described in:
https://ui.adsabs.harvard.edu/abs/2022ApJ...935...30V
Bibcode:
2023ascl.soft03020V
Preferred citation method:

Please see citation information here: https://github.com/PabloVD/HaloGraphNet#citation


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ascl:2303.020
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