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[ascl:2407.005] BaCoN: BAyesian COsmological Network

BaCoN (BAyesian COsmological Network) trains and tests Bayesian Convolutional Neural Networks in order to classify dark matter power spectra as being representative of different cosmologies, as well as to compute the classification confidence. It supports the following theories: LCDM, wCDM, f(R), DGP, and a randomly generated class. Additional cosmologies can be easily added.

Code site:
https://github.com/Mik3M4n/BaCoN
Described in:
https://ui.adsabs.harvard.edu/abs/2022PhRvD.105b3531M
Bibcode:
2024ascl.soft07005M

Views: 393

ascl:2407.005
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