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We study numerically a 5D hybrid model which incorporates a split fermionscenario and bulk neutrinos. We perform a Monte Carlo analysis of the model inorder to find the regions in the parameter space allowing for realization ofthe leptogenesis. We find that higher order Yukawa terms must be included inorder the model to produce a CP violation and net baryon number sufficient forthe creation of the observed baryon asymmetry of the Universe.

Numerical study of leptogenesis in a 5D split fermion model with bulk neutrinos