Calculation and experimental analysis of the muon cross sections
Calculation and experimental analysis of the muon cross sections
批准号:
349068090
负责人:
Professor Dr. Wolfgang Rhode
金额:
$0.0万
依托单位国家:
德国
项目类别:
Research Grants
财政年份:
2017
资助国家:
德国
项目状态:
已结题
起止时间:
2016-12-31 至 2021-12-31
中文摘要
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英文摘要
Muons are used as final messenger particles in astroparticle physics on the fields of neutrino astronomy and cosmic ray physics. Therefore, the interaction probability of muons is entering the interpretation of the astrophysical relevant data, i.e. the determination of neutrino energy spectra important to answer the question for the contributions of atmospheric, prompt and astrophysical neutrinos and their origin. Because of the high muon rate recorded with IceCube (high statistical precision), the this-exceeding systematic uncertainties from the existing calculations of the muon cross sections are contributing significantly to the total systematic uncertainty of the experiment.In this project, on the one hand the muon cross sections shall be calculated with means of theoretical physics to a higher precision. These new cross sections shall be implemented in the Monte Carlo algorithm PROPOSAL, developed by the applying group, to determine the experimental consequences of the remaining uncertainties. In this regard, it could already be shown, that the relevant contributions to the systematic uncertainty to be minimized are coming from the probability distribution of the muon energy losses rather than from the total interaction probability. In parallel, the independent data sets of the atmospheric and neutrino induced muons recorded with IceCube shall be used to test the quality of the cross section calculations, respectively to reconstruct the cross section as far as possible.The project is based on a multitude of preparatory studies of the applying group from the fields of computational science and statistics (data mining for the signal extraction, development of methods for the solution of inverse problems, development of efficient methods for the Monte Carlo simulation) and from the fields of experimental and theoretical physics (data analyses for the reconstruction of the lepton spectra in IceCube, development of methods for the QED calculation of the cross sections).The project aims after three years for a significant improvement of the differential and total muon cross sections, whose uncertainties shall be quantified with numerical and experimental means.
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Deep Learning in Physics exemplified by the Reconstruction of Muon-Neutrino Events in IceCube
物理学中的深度学习以 IceCube 中介子-中微子事件的重建为例
DOI:
10.22323/1.301.1057
发表时间:
2017
期刊:
影响因子:
--
作者:
[M. Huennefeld, for the IceCube collaboration]
通讯作者:
for the IceCube collaboration
DOI:
10.22323/1.358.0429
发表时间:
2019
期刊:
Proceedings of 36th International Cosmic Ray Conference — PoS(ICRC2019)
影响因子:
--
作者:
[J. Soedingrekso, A. Sandrock, W. Rhode]
通讯作者:
W. Rhode
DOI:
10.1088/1742-6596/1690/1/012020
发表时间:
2020-12
期刊:
Journal of Physics: Conference Series
影响因子:
--
作者:
[J. Soedingrekso;A. Sandrock;Mirco Hünnefeld;M. Meier;W. Rhode]
通讯作者:
J. Soedingrekso;A. Sandrock;Mirco Hünnefeld;M. Meier;W. Rhode
DOI:
10.1016/j.cpc.2019.03.021
发表时间:
2019
期刊:
Comput. Phys. Commun.
影响因子:
--
作者:
[Mario Dunsch]
通讯作者:
Mario Dunsch
Reconstruction Techniques in IceCube using Convolutional and Generative Neural Networks
IceCube 中使用卷积和生成神经网络的重建技术
DOI:
10.1051/epjconf/201920705005
发表时间:
2019
期刊:
EPJ Web of Conferences
影响因子:
--
作者:
[M. Huennefeld, for the IceCube collaboration]
通讯作者:
for the IceCube collaboration
共 6 条
Hadron acceleration in luminous cosmic high-energy neutrino and gamma-ray sources
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批准号:66741702
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项目类别:Research Grants
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资助金额:$0.0万
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财政年份:2008
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负责人:Professor Dr. Wolfgang Rhode
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依托单位:
Teilchenastrophysik mit dem Neutrino-Teleskop AMANDA
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批准号:5239574
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资助金额:$0.0万
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财政年份:2000
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负责人:Professor Dr. Wolfgang Rhode
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依托单位:
Teilchenastrophysik mit dem Neutrino-Teleskop AMANDA
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批准号:5252548
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项目类别:Research Grants
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资助金额:$0.0万
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财政年份:2000
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负责人:Professor Dr. Wolfgang Rhode
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