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Multisymplectic partial differential equations have a sound property of structure preserving, the conservation of multisymplecticity.Multisymplectic integrators are numerical methods preserving multisymplecticity.We show that the variational bicomplexes provide systematic approaches for understanding the conservations of multisymplecticity for both differential equations and variational integrators.