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This article addresses the regularity issue for stationary or minimizing fractional harmonic maps into spheres of order in arbitrary dimensions. It is shown that such fractional harmonic maps are away from a small closed singular set. The Hausdorff dimension of the singular set is also estimated in terms of and the stationarity/minimality assumption.

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