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Neural networks technique based signal-from-background separation and design optimization for a W/quartz fiber calorimeter

G. Mavromanolakis
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Abstract

We present a signal-from-background separation study based on neural networks technique applied to a W/quartz fiber calorimeter. Performance results in terms of signal efficiency and improvement of the signal-to-background ratio are presented. We conclude that by using neural networks we can efficiently separate signal from background and achieve a signal enhancement over the background of the order of several thousands at high efficiency.

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G. Mavromanolakis. 2003-04-24. Neural networks technique based signal-from-background separation and design optimization for a W/quartz fiber calorimeter. https://arxiv.org/abs/hep-ex/0303021

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