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In this paper, we are concerned with the upper box-counting dimension of the set of possible singular points in space-time of suitable weak solutions to the 3D Navier-Stokes equations. By taking full advantage of the pressure in terms of in equations, we show that this upper box dimension is at most , which improves the known upper box-counting dimension in Koh et al. [9, J. Differential Equations, 261: 3137–3148, 2016], in Kukavica et al. [11, Nonlinearity 25: 2775-2783, 2012] and in Kukavica [10, Nonlinearity 22: 2889-2900, 2009].

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