论文标题

哥伦比亚的混血学:仿真框架,仪器和数据分析

Muography in Colombia: simulation framework, instrumentation and data analysis

论文作者

Peña-Rodríguez, J., Vesga-Ramírez, A., Vásquez-Ramírez, A., Suárez-Durán, M., de León-Barrios, R., Sierra-Porta, D., Calderón-Ardila, R., Pisco-Guavabe, J., Asorey, H., Sanabria-Gómez, J. D., Núñez, L. A.

论文摘要

我们提出了针对研究内陆拉丁美洲火山的科伦坡 - 阿根廷混乱计划。它描述了一个模拟框架的实施,该框架涵盖了不同的空间和时间尺度的各种因素:特定地理位点的地磁效应,大气中广泛的空气淋浴的发展,通过扫描结构的传播和检测器响应的传播。接下来,我们勾勒出用于设计,建造和调试静音的标准:基于复合检测技术的混合MUON望远镜。它结合了用于颗粒跟踪的大肠镜和水切伦科夫检测器,以增强由于广泛的空气淋浴器的软和多粒子成分,增强了穆恩至背景的信号分离。静音还通过使用picsecond飞行时间系统来区分逆三射和低摩肌MUON。我们还表征了仪器的结构(机械和热)行为,讨论了背景组成和望远镜健康监测变量的初步结果。最后,我们讨论了优化算法的实现,以改善用于背景排斥的火山内密度分布估计和机器学习技术。

We present the Colombo-Argentinian Muography Program for studying inland Latin-American volcanoes. It describes the implementation of a simulation framework covering various factors with different spatial and time scales: the geomagnetic effects at a particular geographic point, the development of extensive air showers in the atmosphere, the propagation through the scanned structure and the detector response. Next, we sketch the criteria adopted for designing, building, and commissioning MuTe: a hybrid Muon Telescope based on a composite detection technique. It combines a hodoscope for particle tracking and a water Cherenkov detector to enhance the muon-to-background-signal separation due to extensive air showers' soft and multiple-particle components. MuTe also discriminates inverse-trajectory and low-momentum muons by using a picosecond Time-of-Flight system. We also characterise the instrument's structural (mechanical and thermal) behaviour, discussing preliminary results from the background composition and the telescope-health monitoring variables. Finally, we discuss the implementations of an optimisation algorithm to improve the volcano internal density distribution estimation and machine learning techniques for background rejection.

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