引力波科学中的人工智能

Kyungmin Kim
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引用次数: 0

摘要

人工智能不仅在计算工程领域,而且在基础科学领域也越来越受欢迎。为了实现人工智能,已经引入了许多机器学习算法并对其适用性进行了测试。即使在引力波科学领域,机器学习的应用也得到了广泛的研究,以增强从寻找引力波信号到表征瞬态噪声的所有学科的常规分析。本文简要介绍了引力波科学的现状,总结了机器学习应用于引力波科学各学科的研究课题。
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Artificial Intelligence in Gravitational-Wave Science
Artificial intelligence gaining popularity not only in the computational engineering industry but also in fundamental science. For the realization of artificial intelligence, numerous machine learning algorithms have been introduced and tested for their applicability. Even in the field of gravitational-wave science, the application of machine learning has been widely studied to enhance conventional analyses in all disciplines from searching for gravitational-wave signals to characterizing noise transients. In this article, I briefly introduce the current status of gravitational-wave science and summarize research topics in which machine learning is applied to each discipline of gravitational-wave science.
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