华北电力大学数理学院

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王雷

发文时间: 2023-03-01 撰稿人：

姓名：王雷

职称职务：教授、博导、硕导

所在院系：数理学院

研究方向：

(1) 应用数学（学硕）：非线性波动动力学方程的解析、计算、机制分析及应用，基于数学解析、数值模拟、物理分析、深度学习等方法。

(2) 应用统计（专硕）：结合能动学院科研项目进行，面向能源电力领域的工程热物理应用，包括人工智能与不确定性量化分析，人工智能在多相流中应用。

(3) 系统分析、运筹与控制（学术博士）：①非线性波动动力学方程的解析、计算、机制分析及应用（可积系统理论及应用）；②非线性偏微分方程的深度学习方法（智能计算与优化方法）。

(4) 大数据技术与工程（专业博士）：结合能动学院科研项目进行，①基于数据驱动的流体力学智能计算及应用；②基于数据驱动的不确定性量化分析及应用。

注：学/专硕考虑依托企业实习非科研项目开展论文可联系其他方向导师。

联系方式：LW_MATH2157@126.COM

个人简介：本科毕业于哈尔滨工业数学系信息与计算数学专业，硕士毕业于哈尔滨工业大学深圳研究生院应用数学专业，博士毕业于北京航空航天大学航空科学与工程学院流体力学专业，华北电力大学经济与管理学院管理科学与工程专业博士后，英国爱丁堡大学数学系访问学者，2011年7月起在华北电力大学数理学院工作。主持了国家自然科学基金等项目十余项。发表SCI收录论文100余篇，他引3000余次，主要研究结果发表在非线性动力学及人工智能交叉应用领域国内外重要学术刊物如Nonlinearity, Journal of Nonlinear Science, Studies in Applied Mathematics, Physical Review E, Physical Review A, Physica D, Proceedings A, Journal of Mathematical Physics, Annals of Physics, Physics of Plasmas, Physics of Fluids, Chaos, EPL等。担任六十余个国际学术期刊的评审人，国家自然科学基金评议专家，北京市科学技术委员会、中关村科技园区管理委员会科技项目评审专家，全国专业学位水平评估专家，教育部学位中心学位论文评审专家。

科研项目：

[1] 国家自然科学基金数学天元基金

[2] 国家自然科学基金科学部主任基金

[3] 国家自然科学基金青年科学基

[4] 国家自然科学基金面上项目

[5] 国家自然科学基金面上项目

[6] JG项目

[7] JG项目

[8] 博士后基金面上项目

[9] 博士后基金特别资助项目

[10] 中央高校交叉创新专项

[11] 中央高校重大项目

[12] 中央高校重点项目

代表论文：

(1) Kai-di Sun, Gui Lu^(*), Lei Wang^(*), et al., Physics-informed neural networks with multistage augmented Lagrangian terms: Applications to coaxial bubble coalescence in two-phase flow, Physical Review E, 112: 065306 (2025)

(2) Jia-Kun Jin, Xiao-Xia Ren^(*), Lei Wang, Global well-posedness and long time behavior of 2D magnetohydrodynamic equations with partial dissipation in half space, Journal of Mathematical Physics, 66, 091508 (2025)

(3) Liu-Yi Pan, Lei Wang^(*), et al., Non-degenerate localized waves beyond Manakov system and their new perspectives, Nonlinearity, 37 (2024) 105016

(4) Liu-Yi Pan, Lei Wang^(*), et al., Superregular breathers induced by the higher-order effects in the coupled Hirota equations, Physical Review A, 110, 023523 (2024)

(5) Xiao-Dan Zhao, Lei Wang^(*), The coupled Hirota equations with a Lax pair: Painlevé-type asymptotics in transition zone, Studies in Applied Mathematics, e12745 (2024)

(6) Xiao-Dan Zhao, Lei Wang^(*), A Two-component Sasa-Satsuma Equation: Large-Time Asymptotics on The Line, Journal of Nonlinear Science, 34, 38 (2024)

(7) Hai-Yi Liu, Lei Wang^(*), et al., Prediction of phase transition and time-varying dynamics of the (2+1)-dimensional Boussinesq equation by the parameter- integrated physics-informed neural networks with phase domain decomposition, Physical Review E, 108: 045303 (2023)

(8) Meng-Meng Liu, Wen-Rong Sun^(*), Lei Liu, P. G. Kevrekidis, and Lei Wang, Periodic traveling waves in the ϕ₄ model: Instability, stability and localized structures, Physical Review E, 107: 034210 (2023)

(9) Shuo Zhou, Lei Wang^(*), Jun-Fei Zhao, Nonlinear wave molecules for the Lakshmanan-Porsezian-Daniel equation in nonlinear optics and biology, Ann. Phys. (Berlin) 354: 2100545 (2022)

(10) Hao-Tian Luo, Lei Wang^(*), et al., Data-driven solutions and parameter discovery of the Sasa-Satsuma equation via the physics-informed neural networks method, Physica D, 440: 133489 (2022)

(11) Xin Wang^(*), Lei Wang, et al., Rogue waves in the three-level defocusing coupled Maxwell-Bloch equations, Proceedings of the Royal Society A, 477: 20210585 (2022)

(12) Han-Song Zhang, Lei Wang^(*), Wen-Rong Sun, Xin Wang, Tao Xu, Mechanisms of stationary converted waves and their complexes in the multi-component AB system, Physica D, 419: 132849 (2021)

(13) Xue Zhang, Lei Wang^(*), Chong Liu, et al., High-dimensional nonlinear wave transitions and their mechanisms, Chaos, 30: 113107 (2020)

(14) Wen-Rong Sun^(*), Lei Wang, Matter rogue waves for the three-component Gross-Pitaevskii equations in the spinor Bose-Einstein condensate, Proceedings of the Royal Society A, 474: 20170276 (2018)

(15) Jian-Hui Zhang, Lei Wang^(*), Chong Liu^(*), Superregular Breathers, Characteristics of Nonlinear Stage of Modulation Instability Induced by Higher-order Effects, Proceedings of the Royal Society A, 473: 20160681 (2017)

(16) Xin Wang^(*), Chong Liu, Lei Wang, Rogue waves and W-shaped solitons in the multiple self-induced transparency system, Chaos, 27, 093106 (2017)

(17) Lei Wang^(*), Jian-Hui Zhang, Zi-Qi Wang, Chong Liu, et al., Breather-to- soliton transitions, nonlinear wave interactions, and modulational instability in a higher-order generalized nonlinear Schrödinger equation, Physical Review E, 93: 012214 (2016)

(18) Lei Wang^(*), Jian-Hui Zhang, Chong Liu, et al., Breather transition dynamics, Peregrine combs and walls, and modulation instability in a variable- coefficient nonlinear Schrödinger equation with higher-order effects, Physical Review E, 93: 062217 (2016)

(19) Lei Wang^(*), Yu-Jie Zhu, et al., Modulational instability, higher-order localized wave structures, and nonlinear wave interactions for a nonautonomous Lenells-Fokas equation in inhomogeneous fibers, Chaos, 25: 063111 (2015)

(20) Lei Wang^(*), Xiao Li, et al., Breather interactions and higher-order nonautonomous rogue waves for the inhomogeneous nonlinear Schrödinger Maxwell-Bloch equations, Annals of Physics, 359: 97 (2015)

教学情况:

[1] 主讲课程：《复变函数与积分变换》，《复变函数》，《机器学习》，《深度学习》，《深度学习综合实践》，《数据驱动建模：智能计算与优化算法》，《数据科学与人工智能简史》。

[2] 教改项目：北京高等教育本科教学改革创新项目，负责人。

[3] 课程建设：北京市优质本科课程，负责人。

[4] 教学获奖：华北电力大学教学成果特等奖，排名四。