It is known that the discrete Laplace operator on the lattice satisfies the following sharp time decay estimate: which is slower than the usual decay in the continuous case on . However, this paper shows that the discrete bi-Laplacian on actually exhibits the same sharp decay estimate as its continuous counterpart. In view of the free decay estimate, we further investigate the discrete bi-Schrödinger operators of the form on the lattice space , where is a class of real-valued decaying potentials on . First, we establish the limiting absorption principle for , and then derive the full asymptotic expansions of the resolvent of near the thresholds and , including resonance cases. In particular, we provide a complete characterizations of the different resonance types in -weighted spaces. Based on these results above, we establish the following sharp decay estimates for all different resonances types of under suitable decay conditions on : where denotes the spectral projection onto the absolutely continuous spectrum space of . Additionally, the decay estimates for the evolution flow of discrete beam equation are also derived:

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