师资队伍
本站首页 >  师资队伍 >  硕士生导师 >  正文 > 
导师介绍--孙红丽
时间:2026-11-11    浏览量:次

姓名:孙红丽

性别:女

职称:讲师

办公室:厚德楼H404

邮 箱:honglisun@126.com

研究方向:1.机器学习 2.神经网络 3.数值计算 4.控制与优化问题

个人简历:1994年11月出生,河南南阳人,讲师,中南大学理学博士,硕士生导师。研究方向涵盖机器学习、神经网络、数值计算、控制与优化等领域。长期围绕相关方向开展基础与应用研究,在重要国际期刊发表多篇SCI论文;主持省部级科研项目2项,参与省部级科研项目2项、省部级教学改革项目1项。积极指导本科生学科竞赛,先后指导学生斩获美国大学生数学建模竞赛H奖、正大杯全国大学生市场调查与分析大赛省级二等奖各1项。

科研项目:

[1]智能算法驱动的退化椭圆算子特征值最优化问题研究,KJQN202401528,重庆市教委科学技术研究计划项目,2024-2027,在研

[2]智能算法驱动的积分微分方程高效数值求解应用研究,CSTB2024NSCQ-MSX1227,重庆市自然科学基金面上项目,2024-2027,在研

代表性成果:

1、Hongli Sun, Yanfei Lu.Numerical solutions to linear differential equations on unbounded domain based on ECNN.Chaos, Solitons and Fractals, 2025, 192: 116015.(SCI一区)

2、Hongli Sun, Donghui Yang, and Xu Zhang. The fundamental gap of a kind of two dimensional sub-elliptic operator. Journal of Mathematical Analysis and Applications (2025): 129619.(SCI三区)

3、Hongli Sun, Yanfei Lu. A novel approach for solving linear Fredholm integro-differential equations via LS-SVM algorithm. Applied Mathematics and Computation, 2024, 470: 128557.(SCI二区)

4、Hongli Sun, Yanfei Lu. Numerical solutions to one dimensional linear Volterra–Fredholm integral equations based on LS-SVM model. Journal of Computational and Applied Mathematics, 2024,451: 116013.(SCI二区)

5、Mengze Gu andHongli Sun*, The eigenvalue ratio of the vibrating strings with mixed boundary condition, Mathematical Methods in the Applied Sciences, 2023,1–10.(通讯作者)

6、Hongli Sun, Donghui Yang, The fundamental gap of a kind of sub-elliptic operator, Proceedings of the Royal Society of Edinburgh Section A: Mathematics, 2023, 153(4): 1118-1149.(SCI三区)

7、Yanfei Lu, Tianfu Weng,Hongli Sun*, Numerical solution for high-order ordinary differential equations using H-ELM algorithm,Engineering Computations,2022,39(7),2781-2801.(通讯作者)

8、Hongli Sun,On the minimum eigenvalue gap for vibrating string, Journal of Mathematical Analysis and Applications,2022,516(1), 126513.(SCI三区)

9、Hongli Sun, Muzhou Hou, Yunlei Yang et al.,Solving partial differential equation based on Bernstein neural network and extreming learning algorithm. Neural Processing Letters, 2019,50(2),1153-1172.(SCI三区)