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We study the generation of a stochastic gravitational wave (GW) background produced by a population of neutron stars (NSs) which go over a hadron-quark phase transition in its inner shells. We obtain, for example, that the NS phase transition, in cold dark matter scenarios, could generate a stochastic GW background with a maximum amplitude of , in the frequency band for stars forming at redshifts of up to We study the possibility of detection of this isotropic GW background by correlating signals of a pair of Advanced LIGO observatories.

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