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Etude et impact du bruit de fond corrélé pour la mesure de l'angle ...

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5.1 Measuring corre<strong>la</strong>ted background 109<br />

requiring the prompt energy to be above ⇠ 12 MeV, where the ¯⌫ e contamination<br />

is negligible, and below 30 MeV, ID muon tagging threshold. The<br />

background rate and spectral shape in the ¯⌫ e energy region, [0.7, 12.2] MeV,<br />

can be inferred by fitting the high energy sample assuming a f<strong>la</strong>t spectrum<br />

and extrapo<strong>la</strong>ting the shape to low energy. However, the accuracy of such estimation<br />

<strong>de</strong>pends on the validity of the extrapo<strong>la</strong>tion of the spectral shape.<br />

The selection performed at high energy allow also to study FN/SM separation<br />

based on the di↵erent corre<strong>la</strong>tion time distribution shown by the<br />

two background components, estimating separation e ciencies and purities.<br />

Such separation allow to study FN and SM in<strong>de</strong>pen<strong>de</strong>ntly.<br />

tel-00821629, version 1 - 11 May 2013<br />

The analysis of the high energy tail of the prompt spectrum do not allow<br />

to infer directly the shape of the corre<strong>la</strong>ted background at low energy.<br />

However, the low energy shape is a key ingredient for the rate and shape<br />

analysis performed to measure ✓ 13 , thus precise measurements are required.<br />

Techniques based on MC simu<strong>la</strong>tion of the background and tagging strategy<br />

exploiting the capabilities of the DC d<strong>et</strong>ector are consi<strong>de</strong>red and discussed<br />

in the following.<br />

5.1.1 MC technique<br />

Dedicated MC simu<strong>la</strong>tion, could be performed to obtain the spectral shape<br />

at low energy. The total background rate is then obtained by scaling the<br />

MC spectrum to the data, by normalise the spectrum to the high energy tail<br />

[12, 30] MeV. However, the accuracy of MC simu<strong>la</strong>tion are mainly limited<br />

by the mo<strong>de</strong>ling of scintil<strong>la</strong>tor quenching and acceptance e↵ects.<br />

The simu<strong>la</strong>tion of the FN prompt spectra is, in fact, sensible to the scintil<strong>la</strong>tor<br />

quenching a↵ecting protons, created via e<strong>la</strong>stic scattering by the neutron<br />

<strong>du</strong>ring its thermalization.<br />

The accurate mo<strong>de</strong>ling of the chimney, which is actually a very complicated<br />

part of the d<strong>et</strong>ector from both geom<strong>et</strong>rical and mechanical point of view, is<br />

instead required to accurately simu<strong>la</strong>te acceptance e↵ect for incoming muons<br />

generating corre<strong>la</strong>ted background.<br />

Due to such complications, MC simu<strong>la</strong>tions of corre<strong>la</strong>ted background have<br />

not been consi<strong>de</strong>red so far. Accurate MC mo<strong>de</strong>ls are un<strong>de</strong>r <strong>de</strong>velopment<br />

within the DC col<strong>la</strong>boration and will be used in future to crosscheck the<br />

current estimations.<br />

5.1.2 Tagging techniques<br />

Tagging techniques based on the IV and the OV are exploited to infer spectral<br />

shape for FN and SM, using a rather pure sub-sample of corre<strong>la</strong>ted<br />

background. The tagging e ciencies must be estimated in or<strong>de</strong>r to rescale<br />

the tagged shapes and obtain the total background rate. Such e ciencies

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