Introduction to gamma-ray burst data analysis algorithm and software tools for GECAM

SCIENTIA SINICA-PHYSICA MECHANICA & ASTRONOMICA(2020)

引用 4|浏览8
暂无评分
摘要
The Gamma-Ray Burst (GRB) data analysis is of great importance for the research on Gravitational wave high-energy Electromagnetic Counterpart All-sky Monitor (GECAM); therefore, a user-friendly software tool that covers all the requirements on GRB data analysis has been developed for users. In this paper, the framework and architectural design of GRB data analysis tools software has been described. Meanwhile, details design including the graphical user interface and command line interface were introduced, as well as its installation. The core algorithms of the GRB data analysis were clarified and outlined, including background analysis, calculations on statistical significance, duration and peak flux in given time scale of light curve, fit for deposited energy spectrum, the calculation for the association of GRBs and external trigger event, and a trigger classifier based on Native Bayesian Classification, which offers a rationale and sample for the forward GRB data analysis in GECAM.
更多
查看译文
关键词
gravitational wave,gamma-ray bursts,data analysis,software design
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要