[1] K. Sugioka, Y. Cheng. Ultrafast lasers—reliable tools for advanced materials processing. Light: Sci. Appl., 3, e149(2014).

[2] S. Svanberg. Some medical and biological applications of ultrafast lasers. Ultrafast Optics IV: Selected Contributions to the 4th International Conference on Ultrafast Optics, 437(2004).

[3] S. Niu, W. Wang, P. Liu et al. Recent advances in applications of ultrafast lasers. Photonics, 11, 857(2024).

[4] J. Zhou, W. Pan, W. Qi et al. Ultrafast Raman fiber laser: a review and prospect. PhotoniX, 3, 18(2022).

[5] T. Srinivasan, M. Yildirim. Advances in ultrafast fiber lasers for multiphoton microscopy in neuroscience. Photonics, 10, 1307(2023).

[6] T. Fortier, E. Baumann. 20 years of developments in optical frequency comb technology and applications. Commun. Phys., 2, 153(2019).

[7] S. J. Mihailov, C. Hnatovsky, N. Abdukerim et al. Ultrafast laser processing of optical fibers for sensing applications. Sensors, 21, 1447(2021).

[8] D. S. Kharenko, A. E. Bednyakova, I. Zhdanov et al. Raman dissipative solitons. Dissipative Optical Solitons, 163(2022).

[9] T. Dong, J. Lin, C. Gu et al. Passively mode-locked cascaded Raman fiber laser in a linear cavity. Opt. Commun., 484, 126679(2021).

[10] S. Chang, H. Wang, Z. Wang et al. Generation of coherent multicolor noise-like pulse complex in Yb-doped fiber laser mode-locked by GIMF-SA. Opt. Express, 29, 14336(2021).

[11] S. A. Babin, E. V. Podivilov, D. S. Kharenko et al. Multicolour nonlinearly bound chirped dissipative solitons. Nat. Commun., 5, 4653(2014).

[12] W. Qi, J. Zhou, S. Cui et al. Femtosecond pulse generation by nonlinear optical gain modulation. Adv. Photonics Res., 3, 2100255(2022).

[13] W. Qi, J. Zhou, Y. Feng. Nonlinear optical gain modulation: a novel method to generate highly-coherent femtosecond pulses. Conference on Lasers and Electro-Optics (CLEO), 1(2022).

[14] G. Arora, R. Rani, H. Emadifar. Numerical solutions of nonlinear Schrodinger equation with applications in optical fiber communication. Optik, 266, 169661(2022).

[15] S. Boscolo, C. Finot. Artificial neural networks for nonlinear pulse shaping in optical fibers. Opt. Laser Technol., 131, 106439(2020).

[16] J. Wu, Z. Wang, R. Chen et al. Efficient physics-informed neural network for ultrashort pulse dynamics in optical fibers. J. Lightwave Technol., 43, 1372(2024).

[17] L. Salmela, M. Hary, M. Mabed et al. Feed-forward neural network as nonlinear dynamics integrator for supercontinuum generation. Opt. Lett., 47, 802(2022).

[18] R. A. Herrera. Evaluating a neural network and a convolutional neural network for predicting soliton properties in a quantum noise environment. J. Opt. Soc. Am. B, 37, 3094(2020).

[19] N. Gautam, A. Choudhary, B. Lall. Comparative study of neural network architectures for modelling nonlinear optical pulse propagation. Opt. Fiber Technol., 64, 102540(2021).