名:王雷

职称职务教授/博导

所在院系:数理学院

学科专业及研究方向

Ø人工智能(博士):深度学习与非线性动力学及复杂系统交叉研究领域

Ø应用数学学硕):非线性波动方程的理论、计算、机制分析及应用(基于分析、解析、数值、数据驱动、深度学习等方法)。

Ø应用统计(专硕):与能动学院相关专业联合培养研究方向人工智能在热工水力过程的应用人工智能与不确定性量化分析,人工智能在多相流中的应用,能源环保系统数字孪生。

联系方式lw_math2157@126.com

个人简介:

王雷,男,汉族,毕业于北航流体力学研究所,英国爱丁堡大学数学系访问学者20117月起在太阳集团www0638vom|首页数学理学院工作。主持了国家自然科学基金和中央高校基金等项目十余项,两次入选太阳集团www0638vom|首页创新人才支持计划第三和第四层次。在非线性波动力学国内外有重要影响力的学术刊物如Physica D, Proceedings of the Royal Society A, Physical Review E, Chaos, Annals of Physics, Annalen der Physik, Physics of Plasmas, EPL, PLA等上面发表SCI收录论文八十被引用一千余次。国家自然科学基金评议专家,教育部学位中心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以及Nonlinearity, Proceedings of the Royal Society A, Journal of Optics, Ocean Engineering, Journal of Physics A五十多个国际学术期刊的评审

主要科研项目:

[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金

[4] 国家自然科学基金面上项目

[5] 中央高校基本科研基金青年项目

[6] 中央高校基本科研基金面上项目

[7] 中央高校基本科研基金重点项目

[8] JG项目

代表论文

(1) Ya-Bin Zhang, Hai-Yi Liu, Lei Wang(*), et al., The line rogue wave solutions of the nonlocal Davey-Stewartson I equation with PT symmetrybased on the improved physics- informed neural network, Chaos: An Interdisciplinary Journal of Nonlinear Science, 33: 013118 (2023)

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

(3) Hao-Tian Luo, Lei Wang(*), Ya-Bin Zhang, Gui Lu, et al., Data-driven solutions and parameter discovery of the Sasa–Satsuma equation via the physics-informed neural networks method, Physica D: Nonlinear Phenomena, 440: 133489 (2022)

(4) Xin Wang(*), Jin Li, Lei Wang, Jing-feng Kang, Dark-dark solitons, soliton molecules and elastic collisions in the mixed three-level coupled Maxwell-Bloch equations, Physics Letters A, 432: 128023 (2022)

(5) Xin Wang(*), Lei Wang, et al., Rogue waves in the three-level defocusing coupled Maxwell-Bloch equations, Proceedings of the Royal Society A-Mathematical Physical and Engineering Sciences, 477: 20210585 (2022)

(6) Shuo Zhou, Jun-Fei Zhao, Lei Wang(*), Controllable molecule waves in the femtosecond regime, Europhysics letters, 138: 55003 (2022)

(7) 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: Nonlinear Phenomena, 419: 132849 (2021)

(8) Xue Zhang, Lei Wang(*), Chong Liu, et al., High-dimensional nonlinear wave transitions and their mechanisms, Chaos: An Interdisciplinary Journal of Nonlinear Science, 30: 113107 (2020)

(9) 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-Mathematical Physical and Engineering Sciences, 474: 20170276 (2018)

(10) 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-Mathematical Physical and Engineering Sciences, 473: 20160681 (2017)

(11) Xin Wang(*), Chong Liu, Lei Wang, Rogue waves and W-shaped solitons in the multiple self-induced transparency system, Chaos: An Interdisciplinary Journal of Nonlinear Science, 27, 093106 (2017)

(12) 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)

(13) 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)

(14) 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: An Interdisciplinary Journal of Nonlinear Science, 25: 063111 (2015)

(15) 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: 97~114 (2015)

(16) Lei Wang(*), et al., Modulational instability, nonautonomous breathers and rogue waves for a variable-coefficient derivative nonlinear Schrödinger equation in the inhomogeneous plasmas, Physics of Plasmas, 22: 032308 (2015)

(17) Lei Wang(*), Chao Geng, et al., Characteristics of the nonautonomous breathers and rogue waves in a generalized Lenells-Fokas equation, Europhysics letters, 108: 50009 (2014)

学生培养

Ø指导的研究生五人获国家奖学金,两人获校级优秀硕士毕业论文和优秀毕业生。毕业后主要就职于教育、科研机构及互联网高新技术企业等,如省属高等院校、市级重点中学、华为公司、银行、中船集团等

Ø指导的十余名本科生Physica D, Proceedings of the Royal Society A, Physical Review E, Chaos等权威学术期刊发表研究论文,两人获校长奖学金,一人获校级百篇优秀本科毕业设计(论文)奖。毕业后主要进入国内外一流高校和科研院所如清华大学、中科院、伦敦大学学院、瑞士洛桑联邦理工学院、伦斯勒理工学院、香港大学、山东大学、重庆大学等继续深造

教学情况:

Ø主讲课程:复变函数与积分变换,深度学习,深度学习综合实践

Ø教学获奖:首届太阳集团www0638vom|首页教师教学创新大赛团队二等奖太阳集团www0638vom|首页教学成果二等奖(两项)。

Ø校级课程思政示范课项目:《复变函数与积分变换》课程思政建设的探索与实践。

教研情况:

[1] 基于科研创新人才培养的工科《复变函数与积分变换》教学改革与实践,北京高等教育本科教学改革创新项目,主持。

[2] “双一流背景下本科创新拔尖人才培养模式探索与实践,太阳集团www0638vom|首页本科教育教学改革项目一般项目,主持

[3] 双一流背景下具有能源电力特色的数学教学新模式探索与实践,太阳集团www0638vom|首页本科教育教学改革项目重点项目,参与

[4] 全国大学生数学建模竞赛全国二等奖(1队),北京市一等奖(3队),北京市二等奖(3队),指导教师

[5] 中国研究生数学建模竞赛:全国二等奖(1队),全国三等奖(1队),指导教师

[6] 美国大学生数学建模竞赛F奖(1队),M奖(3队),指导教师

[7] 大学生创新创业训练计划国家级优秀3队),国家级良好(2队)北京市优秀(2队),指导教师。

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