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arXiv 2607.02411hep-phhep-th
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用于对撞机物理的费曼积分的切比雪夫近似

Chebyshev Approximations of Feynman Integrals for Collider Physics

CERN(欧洲核子研究中心);Higgs Centre for Theoretical Physics, School of Physics and Astronomy, The University of Edinburgh(爱丁堡大学物理与天文学学院希格斯理论物理中心);Instituto Superior Técnico (IST), Universidade de Lisboa(里斯本大学高级技术研究所);LIP(葡萄牙粒子与核物理研究所);Department of Physics and Astronomy, Ghent University(根特大学物理与天文学系)

Samuel Abreu, Afonso Guerreiro, Ben Page

AI总结:

提出基于切比雪夫多项式近似求解费曼积分正则微分方程的方法,利用解析性构建快速收敛的多项式近似,并引入自适应采样优化收敛,在双精度下通过两圈五点图验证了稳定性和竞争力。

摘要:

我们提出了一种基于切比雪夫多项式近似积分的新方法,用于求解费曼积分的正则微分方程。通过利用费曼积分的解析性质,该方法沿路径构建快速收敛的多项式近似,从而实现高效的数值评估。此外,我们引入了一种自适应近似方法,动态采样以优化收敛。我们在双精度算术中实现该框架,并通过一系列两圈五点示例证明了其在物理相空间上的稳定性。我们的原理验证实现与最先进的单重积分方法相比具有竞争力,同时几乎不需要逐案干预来处理虚假奇点。

英文摘要:

We present a novel approach for solving canonical differential equations for Feynman integrals based on an approximation of the integrals with Chebyshev polynomials. By exploiting the analyticity properties of Feynman integrals, the method constructs rapidly converging polynomial approximations along a path, enabling highly efficient numerical evaluation. Moreover, we introduce an adaptive approximation method that dynamically samples to optimise convergence. We implement this framework in double-precision arithmetic and demonstrate its stability across physical phase space using a series of two-loop, five-point examples. Our proof-of-principle implementation proves competitive with state-of-the-art one-fold integral methods, while requiring little to no case-by-case intervention to handle spurious singularities.

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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