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We consider a network with cubic couplings. This is related to the well known Fermi-Pasta-Ulam-Tsingou model. We show that nonlinear periodic orbits extend from particular eigenvectors of the graph Laplacian, these are termed nonlinear normal modes. We present large classes of graphs where this occurs. These are the graphs whose Laplacian eigenvectors have components in
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