In considering the problem of interpolating scattered data using spline methods, the authors present a general framework for using the multipole method to accelerate spline evaluations. The article also illustrates the efficiency and accuracy of the fast multipole algorithm for the 2D vector spline.
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Chen et al. (1998) studied this question.
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