Chinese Journal of Lasers, Volume. 52, Issue 10, 1001008(2025)
Numerical Study of Chemical Lasers Based on Physics‑Informed Neural Networks
[1] Yuryshev N N. Chemically pumped oxygen: iodine laser[J]. Quantum Electronics, 26, 567-584(1996).
[4] Gross R W F, Bott J F[M]. Handbook of chemical lasers(1976).
[5] Xu X J. Retrospect and prospect on 60-year development of high energy laser[J]. High Power Laser and Particle Beams, 32, 011007(2020).
[10] Huai Y, Jia S Q, Wu K N et al. High-energy chemical laser multiphysics coupling numerical simulation[J]. CIESC Journal, 70, 4298-4305, 4517(2019).
[11] Wang Z Q, Zhou D J, Li L C et al. Combustion-driven HF-HBr dual-band laser[J]. Chinese Journal of Lasers, 49, 1716002(2022).
[12] Jia S Q, Huai Y, Liu T T et al. Fully closed carrier gas circulation chemical oxygen iodine laser[J]. Chinese Journal of Lasers, 49, 1816001(2022).
[22] Lu Z B, Qu J H, Liu H et al. Surrogate modeling for physical fields of heat transfer processes based on physics-informed neural network[J]. CIESC Journal, 72, 1496-1503(2021).
[23] Xiang H Z, Cheng H, Ding Q H et al. Designing progressive lenses using physics-informed neural networks to solve partial differential equations[J]. Acta Optica Sinica, 45, 0122002(2025).
[24] Wu Q, Zhu X Y, Xu C L. High-resolution light field chromatography particle image velocimetry based on physical equation[J]. Acta Optica Sinica, 45, 0112007(2025).
[26] Sang F T, Jin Y Q, Duo L P[M]. Chemical laser and its applications(2006).
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Naiwen Chang, Tingting Liu, Shuqin Jia, Ying Huai, Yuqi Jin. Numerical Study of Chemical Lasers Based on Physics‑Informed Neural Networks[J]. Chinese Journal of Lasers, 2025, 52(10): 1001008
Category: laser devices and laser physics
Received: Dec. 11, 2024
Accepted: Feb. 11, 2025
Published Online: May. 16, 2025
The Author Email: Ying Huai (huaiying@dicp.ac.cn)
CSTR:32183.14.CJL241440