A numerical approach for the Serre-Green-Naghdi (SGN) equations in 2D based on a Fourier spectral method with a Krylov subspace technique is presented. The code is used to study the transverse stability of line solitary waves, 1D solitary waves being exact solutions of the 2D waves independent of the second variable. The study of localised initial data as well as crossing 1D solitary waves does not give an indication of stable structures in SGN solutions localised in two spatial dimensions.

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