I long had the idea that I could speed up the droplet trajectory calculations by pre-calculating a velocity field and then using an interpolation routine. After many, many (many) false starts I found that the scipy.interpolate RegularGridInterpolator gave a speed improvement for real-world operation. I didn't get the absolute speed increases I was hoping for, but I did get improvements for very complex cases and I got more accuracy for the same time expended.