[1] R.F. Zhang, M.C. Li, J.Y. Gan, Q. Li, Z.Z. Lan, Novel trial functions and rogue waves of generalized breaking soliton equation via bilinear neural network method, Chaos, Solitons & Fractals, 154: 111692, 2022 (SCI Q1，中科院1区top，高被引，热点)

[2] R. F. Zhang, M. C. Li, M. Albishari, F. C. Zheng, Z. Z. Lan, Generalized lump solutions, classical lump solutions and rogue waves of the (2+1)-dimensional Caudrey-Dodd-Gibbon-Kotera-Sawada-like equation. Appl. Math. Comput. 403: 126201, 2021(SCI Q1，中科院1区top，高被引，热点)

[3] X.R. Xie, R.F. Zhang*, Neural network-based symbolic calculation approach for solving theKorteweg-de Vries equation, Chaos, Solitons & Fractals, 194:116323, 2025, doi.org/10.1016/j.chaos.2025.116232(SCI Q1，中科院1区top)

[4] C .Y. Qin, R.F. Zhang*, Y.H. Li, Various exact solutions of the (4+1)-dimensional Boiti–Leon–Manna–Pempinelli-like equation by using bilinear neural network method, Chaos, Solitons & Fractals, 187: 115438, 2024, doi.org/10.1016/j.chaos.2024.115438. (SCI Q1，中科院1区top)

[5] Y. Zhang, R.F. Zhang*, K.V. Yuen*, Neural network-based analytical solver for Fokker–Planck equation, Engineering Applications of Artificial Intelligence, 125: 106721, 2023 (SCI Q1，中科院1区 TOP)

[6] Zhu, Yan and Huang, Chuyu and He, Shengjie and Chen, Yun and Zhong, Junjiang and Li, Junjie* and Zhang, Runfa*, Interactions of localized wave and dynamics analysis in the new generalized stochastic fractional potential-KdV equation, Chaos, 34: 113114, 2024 (SCI Q1，中科院2区)

[7] R.F. Zhang, M.C. Li, Amina Cherraf and Shashank Reddy Vadyala. The interference wave and the bright and dark soliton for two integro-differential equation by using BNNM. Nonlinear Dyn., 111(9): 8637-8646, 2023 (SCI Q1，中科院2区 top，高被引，热点)

[8] R. F. Zhang, M. C. Li, Bilinear residual network method for solving the exactly explicit solutions of nonlinear evolution equations. Nonlinear Dyn. 108(1): 521-531, 2022 (SCI Q1，中科院2区top，高被引，热点)

[9] R. F. Zhang, M. C. Li, H. M. Yin, Rogue wave solutions and the bright and dark solitons of the (3+1)-dimensional Jimbo–Miwa equation, Nonlinear Dyn. 103(1): 1071–1079, 2021 (SCI Q1，中科院2区top，高被引，热点)

[10] R. F. Zhang, S. D. Bilige, Bilinear neural network method to obtain the exact analytical solutions of nonlinear partial differential equations and its application to p–gBKP equation, Nonlinear Dyn. 95: 3041–3048, 2019. (SCI Q1，中科院2区top，高被引)

[11] R.F. Zhang, S.D. Bilige, T. Fang, T. Chaolu. New periodic wave, cross-kink wave and the interaction phenomenon for the Jimbo-Miwa-like equation. Comput. Math. Appl. 78: 754-764, 2019 (SCI Q1,中科院2区)

[12] N. Xia, R.F. Zhang*, X.F. Luo*, Three types of exact solutions of generalized breaking soliton equation via certain neural network structures, Nonlinear Dyn. 112 (8): 6587-6596, 2024 (SCI Q1，中科院2区top)

[13] C. Huang, Y. Zhu, K. Li, J. Li*, R.F. Zhang*, M-lump solutions, lump-breather solutions, and N-soliton wave solutions for the KP-BBM equation via the improved bilinear neural network method using innovative composite functions. Nonlinear Dyn. 112：21355–21368 2024 (SCI Q1，中科院2区top)

[14] Y. Zhu, C. Huang, J. Li*, R.F. Zhang*, Lump solitions, fractal soliton solutions, superposed periodic wave solutions and bright-dark soliton solutions of the generalized (3+1)-dimensional KP equation via BNNM. Nonlinear Dyn (2024). https://doi.org/10.1007/s11071-024-09911-2(SCI Q1，中科院2区top)

[15] R.F. Zhang, S.D. Bilige, J.G. Liu, M. C. Li. Bright-dark solitons and interaction phenomenon for p-gBKP equation by using bilinear neural network method. Phys. Scr. 96: 055224, 2020 (SCI Q2，中科院3区，高被引，热点)

[16] R.F. Zhang, S.D. Bilige. T. Chaolu, Fractal solitons, arbitrary function solutions, exact periodic wave and breathers for a nonlinear partial differential equation by using bilinear neural network method. Journal of Systems Science and Complexity, 43: 122-139, 2021 (SCI Q2 中科院3区，高被引，热点)

[17] J.M. Qiao, R.F. Zhang*, R.X. Yue*, H. Rezazadeh, A.R. Seadawy. Three types of periodic solutions of new (3 + 1)-dimensional Boiti–Leon–Manna–Pempinelli equation via bilinear neural network method. Mathematical Methods in The Applied Sciences. 45 (9): 5612-5621, 2022 (SCI Q1，中科院3区，高被引)

[18] Q. Li, M.C. Li, Z.Q. Gong, Y.Tian, R.F. Zhang. Locating and protecting interdependent facilities to hedge against multiple non-cooperative limited choice attackers. Reliability Engineering and System Safety. 223: 108440, 2022 (SCI Q1，中科院1区top)

[19] Q. Li, M.C. Li, R.F. Zhang, J. Gan. A stochastic bilevel model for facility location-protection problem with the most likely interdiction strategy. Reliability Engineering and System Safety. 216: 108005, 2021 (SCI Q1，中科院1区top)

[20] J. Gan, M. Li, Q. Li, R.F. Zhang, X. Zheng, IUAV Path Planning Using a Multiobjective Projection Algorithm," in IEEE Transactions on Industrial Informatics, doi: 10.1109/TII.2024.3431080. (SCI Q1，中科院1区top)

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