lcsim: A detector response simulation toolkit

N. Graf, J. McCormick
{"title":"lcsim: A detector response simulation toolkit","authors":"N. Graf, J. McCormick","doi":"10.1109/NSSMIC.2012.6551260","DOIUrl":null,"url":null,"abstract":"As the complexity and resolution of particle detectors increases, the need for detailed simulation of the experimental setup also increases. Designing experiments requires efficient tools to simulate detector response and optimize the cost-benefit ratio for design options. We have developed efficient and flexible tools for detailed physics and detector response simulation which builds on the power of the Geant4 toolkit but frees the end user from any C++ coding. The primary goal has been to develop a software toolkit and computing infrastructure to allow physicists from universities and labs to quickly and easily contribute to detector design without requiring either coding expertise or experience with Geant4. Maximizing the physics performance of detectors being designed for the International Linear Collider (ILC), while remaining sensitive to cost constraints, requires a powerful, efficient, and flexible simulation, reconstruction and analysis environment to study the capabilities of a large number of different detector designs. The preparation of Letters Of Intent for the ILC involved the detailed study of dozens of detector options, layouts and readout technologies; the final physics benchmarking studies required the reconstruction and analysis of hundreds of millions of events. We describe the Java-based software toolkit (org.lcsim) which was used for full event reconstruction and analysis. The components are fully modular and are available for tasks from digitization of tracking detector signals through to cluster finding, pattern recognition, trackfitting, calorimeter clustering, individual particle reconstruction, jet-finding, and analysis. The detector is defined by the same input files used for the detector response simulation, ensuring the simulation and reconstruction geometries are always commensurate by construction. We discuss the architecture as well as the performance.","PeriodicalId":187728,"journal":{"name":"2012 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-11-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NSSMIC.2012.6551260","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

Abstract

As the complexity and resolution of particle detectors increases, the need for detailed simulation of the experimental setup also increases. Designing experiments requires efficient tools to simulate detector response and optimize the cost-benefit ratio for design options. We have developed efficient and flexible tools for detailed physics and detector response simulation which builds on the power of the Geant4 toolkit but frees the end user from any C++ coding. The primary goal has been to develop a software toolkit and computing infrastructure to allow physicists from universities and labs to quickly and easily contribute to detector design without requiring either coding expertise or experience with Geant4. Maximizing the physics performance of detectors being designed for the International Linear Collider (ILC), while remaining sensitive to cost constraints, requires a powerful, efficient, and flexible simulation, reconstruction and analysis environment to study the capabilities of a large number of different detector designs. The preparation of Letters Of Intent for the ILC involved the detailed study of dozens of detector options, layouts and readout technologies; the final physics benchmarking studies required the reconstruction and analysis of hundreds of millions of events. We describe the Java-based software toolkit (org.lcsim) which was used for full event reconstruction and analysis. The components are fully modular and are available for tasks from digitization of tracking detector signals through to cluster finding, pattern recognition, trackfitting, calorimeter clustering, individual particle reconstruction, jet-finding, and analysis. The detector is defined by the same input files used for the detector response simulation, ensuring the simulation and reconstruction geometries are always commensurate by construction. We discuss the architecture as well as the performance.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
lcsim:探测器响应模拟工具包
随着粒子探测器的复杂性和分辨率的提高,对实验装置的详细模拟的需求也在增加。设计实验需要有效的工具来模拟探测器响应和优化设计选项的成本效益比。我们已经开发了高效和灵活的工具,用于详细的物理和检测器响应模拟,这些工具建立在Geant4工具包的强大功能之上,但将最终用户从任何c++编码中解放出来。主要目标是开发一个软件工具包和计算基础设施,使来自大学和实验室的物理学家能够快速、轻松地参与探测器设计,而不需要编码专业知识或使用Geant4的经验。为国际直线对撞机(ILC)设计的探测器的物理性能最大化,同时保持对成本限制的敏感性,需要一个强大,高效,灵活的模拟,重建和分析环境来研究大量不同探测器设计的能力。ILC意向书的编写涉及对数十种检测器选项、布局和读出技术的详细研究;最终的物理基准研究需要对数亿个事件进行重建和分析。我们描述了用于完整事件重建和分析的基于java的软件工具包(org.lcsim)。这些组件是完全模块化的,可用于从跟踪探测器信号的数字化到聚类发现、模式识别、跟踪装配、热量计聚类、单个粒子重建、射流发现和分析等任务。探测器由用于探测器响应模拟的相同输入文件定义,确保模拟和重建几何形状始终与构造相称。我们讨论了架构和性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Development of low-resistivity silicon drift detector arrays for soft X-rays Charge pump detector: Optimization with process and device simulation High-Z radiation shields for x-ray free electron laser detectors Properties of a very large volume LaBr3:Ce detector Simulation studies with SiPM arrays and LYSO crystal matrix analyzing a new readout scheme
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1