DustRover:用于模拟尘埃消光曲线的Python软件包(第一阶段)
DustRover: A Python Package for Modelling Dust Extinction Curves (Phase I)
浏览论文内容
中文总结 AI 辅助
DustRover是一个开源Python包,通过统一框架整合多波段数据,利用MCMC拟合尘埃消光曲线,具有模块化架构和用户友好的可视化功能。
中文摘要 AI 辅助
我们介绍了DustRover,一个开源的Python软件包,旨在利用多波段数据模拟尘埃消光曲线。DustRover在统一框架内支持光学/红外光谱、宽带测光和X射线数据,能够对遥远星系中的尘埃消光曲线进行稳健分析。该软件采用模块化架构,严格分离数据管理、尘埃模型以及基于马尔可夫链蒙特卡洛(MCMC)的统计拟合。该软件包高度面向用户,使用简单的YAML配置文件,并提供内置的SED和消光曲线可视化工具。
英文摘要
We introduce DustRover, an open-source Python package designed to model dust extinction curves using multi-wavelength regimes. DustRover supports optical/infrared spectroscopy, broadband photometry, and X-ray data within a unified framework, enabling robust analysis of dust extinction curves in distant galaxies. The software features a modular architecture that strictly decouples data management, dust models, and Markov Chain Monte Carlo (MCMC) based statistical fitting. The package is highly user-oriented, using simple YAML configuration files and offering built-in visualisation tools for SEDs and extinction curves.
发表机构
- Astrophysics and Space Technologies Research Centre, Macquarie University(天体物理学与空间技术中心,麦考瑞大学)
- School of Mathematical and Physical Sciences, Macquarie University(数学与物理科学学院,麦考瑞大学)
机构由 AI 辅助整理,请以论文原文为准。