Benchmarking four multi-view symbolic regression packages on five real scientific datasets shows all find accurate compact models; parameter limits and shared constants emerge as key design features.
Dark Matter Halos around Galaxies
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abstract
We present evidence that all galaxies, of any Hubble type and luminosity, bear the kinematical signature of a mass component distributed differently from the luminous matter. We review and/or derive the DM halo properties of galaxies of different luminosities and morphologies: spirals, LSBs, ellipticals, dwarf irregulars and dwarf spheroidals.
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Exploring Multi-view Symbolic Regression methods in physical sciences
Benchmarking four multi-view symbolic regression packages on five real scientific datasets shows all find accurate compact models; parameter limits and shared constants emerge as key design features.