Extension of a gradient field

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Suppose that $V$ is a (sufficiently smooth) gradient field ($V$ is gradient of some function $f$) defined on a convex set. I was wondering under what conditions it can be extended to a gradient field in the whole space. It would be great if I could be referred to some papers or book chapters. Thank you.