Name: Lin Manman
Gender: Female
Professional Title: Lecturer
Degree: Ph.D.
Education and Research Work Experience:
1. July 2016–present, Lecturer, School of Automation and Electrical Engineering, Zhongyuan University of Technology
2. September 2012–June 2016, Ph.D., Wuhan University
Research Directions:
1. Intelligent analytical technologies integrating spectroscopy and machine learning
2. Privacy-preserving power-grid optimization and dispatch
Academic Research Projects:
1. Industry-sponsored project: Development of a Machine-Learning-Based Raman Spectroscopy Analysis Module for Coal Quality, Principal Investigator.
2. Zhongyuan University of Technology Natural Science Foundation Project: Study of the Pharmacological Effects of Antithrombotic Drugs Using Laser Raman Spectroscopy and Multiple Machine Learning Algorithms, Principal Investigator.
Representative Papers:
1. Manman Lin, Jing Chang, Yanhong Meng, Shenghao Wang, Sheng Liu, Qiaozhen Wang. Development of a micro-Raman system for in vivo studying the mechanism of laser biological effects. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2023, 291: 122382.
2. Manman Lin, Haisheng Ou, Peng Zhang, Yanhong Meng, Shenghao Wang, Jing Chang, Aiguo Shen, Jiming Hu. Laser tweezers Raman spectroscopy combined with machine learning for diagnosis of Alzheimer’s disease. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2022, 280: 121542.
3. Manman Lin, Bin Xu, Huilu Yao, Aiguo Shen, Jiming Hu. An in vivo quantitative Raman-pH sensor of arterial blood based on laser trapping of erythrocytes. Analyst, 2016, 141: 3027–3032.
4. Manman Lin, Aiguo Shen, Huilu Yao, Zhizhi Zhang, Jiming Hu. Real-time molecular profiling of photochemically induced rat thrombosis in vivo through quantitative Raman analysis of blood. Laser Physics Letters, 2014, 11: 115607.
5. Lin Manman, Chang Jing, Zhang Peng, Liu Sheng, Wang Qiaozhen, Huang Shushi. Advances in the Application of Laser Raman Spectroscopy to In Vivo Biological Research. Guangxi Sciences, 2021, 6: 557–567.
6. Lin Manman, Niu Liyuan, Qin Zhaojun, Li Xue, Deng Yangge, Kuang Zhipeng, Liu Junxian, Yao Huilu. Semiquantitative Analysis of Blood Glucose Using Raman Spectroscopy. Acta Photonica Sinica, 2012, 41: 112–115.
7. Shenghao Wang, Manman Lin, Yanhong Meng, Tao Jiang, Fuling Fan, Shuanghong Wang. Self-expansion Full Information Optimization Strategy: Convenient and Efficient Method for Near Infrared Spectrum Auto-analysis. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2023, 303: 123224.
8. Haisheng Ou, Pengfei Zhang, Xiaochun Wang, Manman Lin, Yuanpeng Li, Guiwen Wang. Gaining insights into the responses of individual yeast cells to ethanol fermentation using Raman tweezers and chemometrics. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2024, 319: 124584.
Contact:
Email: linmanman66@163.com
