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Analysis Optimisation with Differentiable Programming

Published in Zenodo (CERN European Organization for Nuclear Research) • Sep 15, 2022
NobleIDNI0P67W65R95S68
Authors:
Nathan Daniel Simpson

Abstract

This tutorial will cover how to optimise various aspects of analyses -- such as cuts, binning, and learned observables like neural networks -- using gradient-based optimisation. This has been made possible due to work on the relaxed software package, which offers a set of standard HEP operations tha...

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