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Sep, 2022
SKA脉冲星搜寻管线机器学习方法的研究
Investigation of a Machine learning methodology for the SKA pulsar search pipeline
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Shashank Sanjay Bhat, Prabu Thiagaraj, Ben Stappers, Atul Ghalame, Snehanshu Saha...
TL;DR
该研究通过使用 Mask R-CNN 算法，发现经验驱动和数据驱动算法对于 SKA 脉冲星搜索管道中的候选物体检测至关重要，并成功地在模拟数据集上检测到候选物体。
Abstract
The
ska
pulsar search
pipeline will be used for real time detection of pulsars. Modern radio telescopes such as
ska
will be generating pet
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