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    Investigating the signs of evolutionary characteristics in the energy spectrum of shock wave acceleration

    Xu-Lin Dong

    Wei-Kang Gao

    Yi-Qing Guo*

    Shu-Wang Cui†

    • College of Physics, Hebei Normal University, No. 20 Road East 2nd Ring South, Shijiazhuang, 050024 Hebei, China and Key Laboratory of Particle Astrophysics, Institute of High Energy Physics, Chinese Academy of Sciences, No. 19 B Yuquan Road, Shijingshan District, Beijing 100049, China

    • Key Laboratory of Particle Astrophysics, Institute of High Energy Physics, Chinese Academy of Sciences, No. 19 B Yuquan Road, Shijingshan District, Beijing 100049, China, University of Chinese Academy of Sciences, No. 19 A Yuquan Road, Shijingshan District, Beijing 100049, China, and TIANFU Cosmic Ray Research Center, No. 1500 Kezhi Road, Chengdu, 610101 Sichuan, China

    • College of Physics, Hebei Normal University, No. 20 Road East 2nd Ring South, Shijiazhuang, 050024 Hebei, China and TIANFU Cosmic Ray Research Center, No. 1500 Kezhi Road, Chengdu, 610101 Sichuan, China

    • *Contact author: guoyq@ihep.ac.cn
    • †Contact author: cuisw@hebtu.edu.cn

    Phys. Rev. D 114, 043028 – Published 11 August, 2026

    DOI: https://doi.org/10.1103/q7kj-4wp7

    Abstract

    Under ideal conditions, the shock acceleration theory of cosmic rays predicts that the spectral indices (γ) of different elements after acceleration should be consistent. However, studies of the spectra of elements with A/Z≈2, as measured by the AMS-02 experiment, confirm the existence of differences in spectral indices among these elements. In this work, based on a spatially dependent propagation model, we utilize observational data from AMS-02 and DAMPE to constrain γ. To avoid the influence of solar modulation and due to the lack of precise, high-energy component-resolved spectra, this study utilizes data only within the energy range of 3 GeV/n to 10 TeV/n. We determine that for elements with A/Z≈2, γ is positively correlated with both Z and A, likely due to A- or Z-dependent fragmentation cross sections. We anticipate that the observed spectra of Ni and Zn will be consistent with that of Fe, while their injection spectra are expected to be slightly softer than that of Fe. We look forward to further measurements from AMS-02, DAMPE, and HERD to verify these findings, and we also hope for theoretical frameworks that can systematically explain this phenomenon.

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