Penalized Splines for Smooth Representation of High-dimensional Monte Carlo Datasets

Nathan Whitehorn, Jakob van Santen, Sven Lafebre

Detector response to a high-energy physics process is often estimated by Monte Carlo simulation. For purposes of data analysis, the results of this simulation are typically stored…