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arXiv 0902.3144gr-qc
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用FastICA探测引力波的宇宙学随机背景

Detecting the Cosmological Stochastic Background of Gravitational Waves with FastICA

L. Izzo, S. Capozziello, M. De Laurentis

摘要:

我们证明了宇宙学早期产生的引力波的随机背景严格依赖于假设的引力理论。特别是函数f(R)的具体形式,其中R是Ricci标量,与引力波的演化和产生机制有关。使用神经网络算法,它只需要非高斯性质和输入信号的独立性,我们得出结论,为了检测CSB信号,像处女座的探测器的干涉灵敏度将得到改善。

英文摘要:

We show that the stochastic background of gravitational waves, produced in the early cosmological epochs, strictly depends on the assumed theory of gravity. In particular, the specific form of the function f(R), where R is the Ricci scalar, is related to the evolution and the production mechanism of gravitational waves. Using a neural network algorithm which only requires non-Gaussian nature and independence of the input signals we conclude that, in order to detect a CSB signal, the interferometric sensitivity of detector like VIRGO will be improved.

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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