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首页> 外文期刊>Journal of the Physical Society of Japan >Inverse Mellin Transformation of Continuous Singular Value Decomposition: A Route to Holographic Renormalization
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Inverse Mellin Transformation of Continuous Singular Value Decomposition: A Route to Holographic Renormalization

机译:连续奇异值分解的Mellin逆变换:全息重归一化的途径

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摘要

We examine holographic renormalization by singular value decomposition (SVD) of matrix data generated by a Monte Carlo snapshot of the two-dimensional (2D) classical Ising model at criticality. Taking the continuous limit of the SVD enables us to find the mathematical form of each SVD component by the inverse Mellin transformation as well as the power-law behavior of the SVD spectrum. We find that each SVD component is characterized by the two-point spin correlator with a finite correlation length. Then, the continuous limit of the decomposition index in the SVD corresponds to the inverse of the correlation length. These features strongly indicate that the SVD contains the same mathematical structure as the holographic renormalization.
机译:我们通过矩阵数据的奇异值分解(SVD)来检查全息重归一化,该矩阵数据是由处于临界状态的二维(2D)经典Ising模型的蒙特卡洛快照生成的。取SVD的连续极限,使我们能够通过逆Mellin变换以及SVD频谱的幂律特性来找到每个SVD分量的数学形式。我们发现,每个SVD分量都由具有有限相关长度的两点自旋相关器来表征。然后,SVD中分解指数的连续极限对应于相关长度的倒数。这些特征强烈表明,SVD包含与全息重归一化相同的数学结构。

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