一、基本情况
沈玲，副教授，博士毕业于中南大学，2018-2020年在中南大学计算机科学与技术流动站从事博士后研究。近年来，先后主持国家自然科学基金青年项目1项、湖南省自然科学基金面上、青年项目各1项，中国博士后基金面上项目1项，参与国家自然科学基金面上、创新研究群体科学基金项目等多项，担任领域内多个期刊审稿人。迄今在包括IEEE T-CST，IEEE T-SMC，IEEE T-TIM，Applied Thermal Engineering，Information Sciences等领域内知名期刊发表论文10余篇，授权发明专利6项以上。
二 、主要研究方向
人工智能与深度学习，工业过程智能感知和智能制造，芯片先进封装及AI检测。
招生：诚邀数学基础扎实、编程能力强，对人工智能的理论探索和工程实践充满热情，并具备强烈的科研或工程兴趣的同学报考本人研究生。
Email：shenling@hunnu.edu.cn
三、科研项目
1. 国家自然科学基金青年项目 (No.62203167), 在研，主持。
2. 湖南省自然科学面上基金（No.2023JJ30413），在研，主持。
3. 湖南省自然科学青年基金 (No. 2020JJ5772), 结题，主持。
4. 中国博士后面上项目 (No.2019M652801), 结题，主持。
四、代表性论文
[1] Zhipeng Chen, Jingyi Wu, Ling Shen*, Weihua Gui. “A novel detection method for ore-coke ratio of blast furnace based on structure-texture entropy of image,” Information Sciences, 2024,659:120084.(中科院1区)
[2] Ling Shen, Zhipeng Chen, Zhaohui Jiang, Jianjun He, Chunhua Yang, and Weihua Gui. “Optimal Temperature Rise Control For A Large Scale Vertical Quench Furnace System”, IEEE Transactions on Systems, Man, and Cybernetics: Systems,2022,52(8):4912-4924. (中科院1区）
[3] Ling Shen, Zhipeng Chen, Zhaohui Jiang, and Weihua Gui. “Soft Sensor Modeling of Blast Furnace Wall Temperature Based on Temporal-Spatial Dimensional Finite Element Extrapolation,” IEEE Transactions on Instrumentation and Measurement, 2020 (70):2500314. (中科院1区)
[4] Ling Shen, Jianjun He, Chunhua Yang, Weihua Gui. Multi-zone multi-phase temperature field modelling of aluminum alloy workpieces in large-scale vertical quench furnaces. Applied Thermal engineering, 2017 (113): 1569–1584. (中科院1区)
[5] Ling Shen, Jianjun He, Chunhua Yang, Weihua Gui, Honglei Xu. Temperature Uniformity Control of Large-Scale Vertical Quench Furnaces for Aluminum Alloy Thermal Treatment. ISSN:1063-6536. IEEE Transactions on Control Systems Technology. 2016(24):24-39. (中科院2区)
[6] Ling Shen, Zhipeng Chen, Xinyi Wang and JianjunHe. “Soft Sensor Modeling for 3D Transient Temperature Field of Large-Scale Aluminum Alloy Workpieces Based on Multi-Loss Consistency Optimization PINN”, Sensors,2023,23:6731.
[7] Ling Shen, Jianjun He, Shouyi Yu, Weihua Gui. Temperature Control for Thermal Treatment of Aluminum Alloy in a Large-Scale Vertical Quench Furnace. Journal of Central South University Technology. 2016(23): 1719-1728 .
[8] Ling Shen, Zhaohui Jiang, Weihua Gui, Chunhua Yang, and Bei Sun. “Modelling of Inner Surface Temperature Field of Blast Furnace Wall Based on Inverse Heat Conduction Problems,” IFAC-PapersOnLine, Vol.52, No. 14,pp: 78-83,2019.
[9] Dongyang Chen, Ling Shen, Jianjun He. A soft sensing method for temperature of large-scale aging furnace forgings based on grey system theory. ISSN: 1991-1599. Journal of Computers. 2017.11.1, 13(7) : 784~793.
[10] Qi Zhu, Ling Shen, Jianjun He, Weihua Gui. Temperature Prediction of Aluminum Alloy Work-Pieces in Aging Furnaces Based on Improved Case-Based Reasoning. International Journal of Nonferrous Metallurgy. 2017(6):47-59. 2017-10-31.
[11] 黄嘉庆,沈玲*,贺建军,吴婧祎.大规格尖端铝合金锻件温度场协同解耦控制,第34届中国过程控制会议,2023-07-21,中国贵州贵阳.