Algorithm for finding nearest distance from a point to a curved surface in space

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I need to write an algorithm which can find the nearest distance from a point in space to a 3D curved surface which is straight in vertical direction but its projection is an arc of a circle (Similar to a paper folded like a curve in one axis). Please help with the procedure.