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This talk will introduce a class of high-order linear supplementary variable methods for the incompressible Navier-Stokes equations. Our methods feature high-order accuracy and strictly preserve structure-preserving properties including divergence-free constraint, momentum conservation and original energy dissipation. Moreover, the proposed schemes are linear, uniquely solvable, and can be efficiently solved via the FFT technique.