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arXiv 1401.7602astro-ph.GA
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利用潮汐流约束银河系势的概率模型

Probabilistic model for constraining the Galactic potential using tidal streams

Jason L. Sanders

摘要:

我们提出了一个生成概率模型的潮汐流,并演示了如何使用这个模型来约束银河系的潜力。该模型利用流在角度和频率空间中的简单结构来获得正确的势。我们研究了该方法如何在完整的6D模拟流数据和包含离群值的模拟数据上执行。目前制定的技术是计算成本高时,应用于数据与大的观测误差,但我们描述了几个修改,承诺使技术计算上易处理。

英文摘要:

We present a generative probabilistic model for a tidal stream and demonstrate how this model is used to constrain the Galactic potential. The model takes advantage of the simple structure of a stream in angle and frequency space for the correct potential. We investigate how the method performs on full 6D mock stream data, and mock data with outliers included. As currently formulated the technique is computationally costly when applied to data with large observational errors, but we describe several modifications that promise to make the technique computationally tractable.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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