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arXiv 1710.03212hep-exphysics.ins-det
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NOvA中带电π介子半包含中微子带电截面的研究进展

Progress of the Charged Pion Semi-Inclusive Neutrino Charged Current Cross Section in NOvA

Aristeidis Tsaris

摘要:

NOvA实验是一个长基线中微子振荡实验,旨在测量电子中微子出现和μ子中微子消失的速率。NOvA近距离探测器位于费米实验室,距离主要目标800米,为测量和研究中微子-核相互作用提供了一个极好的平台。我们提出了测量的双微分截面相对于μ子运动学的相互作用,涉及带电π介子在最终状态,$ν_μ + N \rightarrow μ+ π^{+/-} + X$的状态。我们已经推导出了一种基于卷积神经网络的方法,用于识别具有特定终态拓扑结构的中微子相互作用。我们目前的事件分类效率的研究,使用这种粒子识别和分类方法,以及系统的不确定性和前景的测量。

英文摘要:

The NOvA experiment is a long-baseline neutrino oscillation experiment designed to measure the rates of electron neutrino appearance and muon neutrino disappearance. The NOvA near detector is located at Fermilab, 800 m from the primary target and provides an excellent platform to measure and study neutrino-nucleus interactions. We present the status of the measurement of the double differential cross section with respect to muon kinematics for interactions involving charged pions in the final state, $ν_μ + N \rightarrow μ+ π^{+/-} + X$. We have derived a convolutional neural network-based approach for the identification of neutrino interactions with the specific final state topology. We present event classification efficiency studies using this particle identification and classification methodology, along with systematic uncertainties and prospects for the measurement.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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