Cubic Resampling

The implementation uses the scipy.interpolate.CubicSpline function, which performs cubic spline interpolation. For more details on interpolation techniques, refer to: - Press, W. H., Teukolsky, S. A., Vetterling, W. T., & Flannery, B. P. (2007). Numerical Recipes: The Art of Scientific Computing. Cambridge University Press.