High Power Laser Science and Engineering, Volume. 13, Issue 4, 04000e62(2025)

Efficient phase locking in massive laser arrays with deep learning from structured data

Haoyu Liu1, Jun Li1、*, Kun Jin1, Jian Wu1, Yanxing Ma1, Rongtao Su1, Xiaolin Wang1, Jinyong Leng1,2,3, and Pu Zhou1、*
Author Affiliations
  • 1College of Advanced Interdisciplinary Studies, National University of Defense Technology, Changsha, China
  • 2Nanhu Laser Laboratory, National University of Defense Technology, Changsha, China
  • 3Hunan Provincial Key Laboratory of High Energy Laser Technology, National University of Defense Technology, Changsha, China
  • show less
    References(35)

    [1] A. Brignon. Coherent Laser Beam Combining(2013).

    [2] J. Bütow, J. Eismann, V. Sharma, D. Brandmüller, P. Banzer. Nat. Photonics, 18, 243(2024).

    [3] A. Forbes, M. De Oliveira, M. Dennis. Nat. Photonics, 15, 253(2021).

    [4] D. Lin, J. Carpenter, Y. Feng, S. Jain, Y. Jung, Y. Feng, M. Zervas, D. Richardson. Nat. Commun., 11, 3986(2020).

    [5] J. Bütow, V. Sharma, D. Brandmüller, J. Eismann, P. Banzer. Commun. Phys., 6, 369(2023).

    [6] T. Hou, Y. An, Q. Chang, P. Ma, J. Li, L. Huang, D. Zhi, J. Wu, R. Su, Y. Ma, P. Zhou. Photonics Res., 8, 715(2020).

    [7] M. Veinhard, S. Bellanger, L. Daniault, F. Ihsan, J. Bourderionnet, C. Larat, E. Lallier, A. Brignon, J.-C. Chanteloup. Opt. Lett., 46, 25(2020).

    [8] T. Yu, H. Xia, W. Xie, G. Xiao, H. Li. Results Phys., 16, 102872(2020).

    [9] J. Long, K. Jin, Q. Chen, H. Chang, Q. Chang, Y. Ma, J. Wu, R. Su, P. Ma, P. Zhou. Opt. Lett., 48, 5021(2023).

    [10] B. Rouzé, P. Pichon, M. Gay, L. Bramerie, L. Lombard, A. Durécu. Opt. Express, 31, 26552(2023).

    [11] B. Shu, Y. Zhang, H. Chang, S. Tang, J. Leng, P. Zhou. Adv. Photonics Nexus, 3, 036003(2024).

    [12] V. Billault, S. Leveque, A. Maho, M. Welch, J. Bourderionnet, E. Lallier, M. Sotom, A. Kernec, A. Brignon. Opt. Lett., 48, 3649(2023).

    [13] D. J. Geisler, T. M. Yarnall, M. L. Stevens, C. M. Schieler, B. S. Robinson, S. A. Hamilton. Opt. Express, 24, 12661(2016).

    [14] T. Y. Fan. IEEE J. Select. Top. Quantum Electron., 11, 567(2005).

    [15] B. He, Q. Lou, J. Zhou, J. Dong, Y. Wei, D. Xue, Y. Qi, Z. Su, L. Li, F. Zhang. Opt. Express, 14, 2721(2006).

    [16] G. D. Goodno, C. P. Asman, J. Anderegg, S. Brosnan, E. C. Cheung, D. Hammons, H. Injeyan, H. Komine, W. H. Long, M. McClellan, S. J. McNaught, S. Redmond, J. Simpson, R. Sollee, M. Weber, S. B. Weiss, M. Wickham. IEEE J. Select. Top. Quantum Electron., 13, 460(2007).

    [17] P. Zhou, Z. Liu, X. Wang, Y. Ma, H. Ma, X. Xu, S. Guo. IEEE J. Select. Top. Quantum Electron., 15, 248(2009).

    [18] M. A. Vorontsov, V. P. Sivokon. J. Opt. Soc. Am. A, 15, 2745(1998).

    [19] H. Chang, Q. Chang, J. Xi, T. Hou, R. Su, P. Ma, J. Wu, C. Li, M. Jiang, Y. Ma, P. Zhou. Photonics Res., 8, 1943(2020).

    [20] Q. Chang, T. Hou, J. Long, Y. Deng, H. Chang, P. Ma, R. Su, Y. Ma, P. Zhou. J. Lightwave Technol., 40, 6542(2022).

    [21] M. Jiang, H. Wu, Y. An, T. Hou, Q. Chang, L. Huang, J. Li, R. Su, P. Zhou. PhotoniX, 3, 16(2022).

    [22] T. Hou, Y. An, Q. Chang, P. Ma, J. Li, D. Zhi, L. Huang, R. Su, J. Wu, Y. Ma, P. Zhou. High Power Laser Sci. Eng., 7, e59(2019).

    [23] Q. Chang, Y. An, T. Hou, R. Su, P. Ma, P. Zhou. Asia Communications and Photonics Conference, M4A(2020).

    [24] T. Hou, Y. An, Q. Chang, J. Long, P. Ma, J. Li, P. Zhou. IEEE J. Select. Top. Quantum Electron., 28, 0900110(2022).

    [25] X. Li, C. Peng, X. Liang. Opt. Commun., 527, 128928(2023).

    [26] B. Mills, J. A. Grant-Jacob, M. Praeger, R. W. Eason, J. Nilsson, M. N. Zervas. Sci. Rep., 12, 5188(2022).

    [27] D. Wang, Q. Du, T. Zhou, D. Li, R. Wilcox. Opt. Express, 29, 5694(2021).

    [28] J. Zuo, H. Jia, C. Geng, Q. Bao, F. Zou, Z. Li, J. Jiang, F. Li, B. Li, X. Li. J. Lightwave Technol., 40, 3980(2022).

    [29] R. Liu, C. Peng, X. Liang, R. Li. Chin. Opt. Lett., 18, 041402(2020).

    [30] Q. Du, D. Wang, T. Zhou, A. Gilardi, M. Kiran, B. Mohammed, D. Li, R. Wilcox. Opt. Express, 30, 12639(2022).

    [31] D. Wang, Q. Du, T. Zhou, A. Gilardi, M. Kiran, B. Mohammed, D. Li, R. Wilcox. IEEE J. Quantum Electron., 58, 6100309(2022).

    [32] K. He, X. Zhang, S. Ren, J. Sun. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 770(2016).

    [33] A. Forbes. Laser Photonics Rev., 13, 1900140(2019).

    [34] V. P. Aksenov, V. V. Dudorov, V. V. Kolosov. Quantum Electronics, 46, 726(2016).

    [35] V. P. Aksenov, V. V. Dudorov, V. V. Kolosov, M. E. Levitsky. Front. Phys., 8, 143(2020).

    Tools

    Get Citation

    Copy Citation Text

    Haoyu Liu, Jun Li, Kun Jin, Jian Wu, Yanxing Ma, Rongtao Su, Xiaolin Wang, Jinyong Leng, Pu Zhou. Efficient phase locking in massive laser arrays with deep learning from structured data[J]. High Power Laser Science and Engineering, 2025, 13(4): 04000e62

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Research Articles

    Received: Feb. 7, 2025

    Accepted: Jun. 20, 2025

    Posted: Jun. 23, 2025

    Published Online: Sep. 22, 2025

    The Author Email: Jun Li (lijun_gfkd@nudt.edu.cn), Pu Zhou (zhoupu203@163.com)

    DOI:10.1017/hpl.2025.10048

    CSTR:32185.14.hpl.2025.10048

    Topics