以研促学、以创促能、科教融合的高分子材料综合实验教学探索与实践—

引用本文: 马松梅, 张盈, 刘刚, 徐文龙. 以研促学、以创促能、科教融合的高分子材料综合实验教学探索与实践——以机器学习辅助的智能书写识别系统为例[J]. 大学化学, 2026, 41(1): 289-297. doi: 10.12461/PKU.DXHX202509083 shu

Citation: Songmei Ma, Ying Zhang, Gang Liu, Wenlong Xu. Comprehensive Experiment Teaching Exploration and Practice in Polymeric Materials Integrating Research-Driven Learning, Creativity-Enhanced Competency, and Science-Education Synergy: A Case Study of Machine Learning-Assisted Intelligent Handwriting Recognition System[J]. University Chemistry, 2026, 41(1): 289-297. doi: 10.12461/PKU.DXHX202509083 shu

以研促学、以创促能、科教融合的高分子材料综合实验教学探索与实践——以机器学习辅助的智能书写识别系统为例

马松梅 ^1, ,
张盈 ^1, ,
刘刚 ^2, ,
徐文龙 ^{1,
,}

1.
鲁东大学材料科学与工程学院, 山东烟台 264025;
2.
鲁东大学化学化工学院, 山东烟台 264025

通讯作者: 徐文龙，E-mail:xuwenlong@ldu.edu.cn

基金项目:
国家自然科学基金(22472073)；山东省本科教学改革研究项目(Z2022157)

摘要: 导电水凝胶传感器因其高灵敏度和柔性特点，在智能交互领域展现出巨大的应用潜力。本实验以甲基丙烯酸为单体、MXene为导电填料，通过自由基聚合制备复合水凝胶，构建机器学习辅助的书写识别系统。实验将科研前沿与教学融合，结合跨学科设计，提升学生创新能力，同时使其深刻体会到数字化设计与智能化技术对社会发展的重要意义。

关键词:

English

Comprehensive Experiment Teaching Exploration and Practice in Polymeric Materials Integrating Research-Driven Learning, Creativity-Enhanced Competency, and Science-Education Synergy: A Case Study of Machine Learning-Assisted Intelligent Handwriting Recognition System

Songmei Ma ^1, ,
Ying Zhang ^1, ,
Gang Liu ^2, ,
Wenlong Xu ^{1,
,}

1.
School of Materials Science and Engineering, Ludong University, Yantai 264025, Shandong Province, China;
2.
School of Chemistry and Chemical Engineering, Ludong University, Yantai 264025, Shandong Province, China

Corresponding author: Wenlong Xu, xuwenlong@ldu.edu.cn

Received Date: 17 September 2025
Revised Date: 24 November 2025
Available Online: 04 December 2025

Abstract: Conductive hydrogel sensors demonstrate significant application potential in intelligent interaction systems due to their high sensitivity and flexible characteristics. This experimental study developed a composite hydrogel through free radical polymerization using methacrylic acid as the monomer and MXene as the conductive filler, subsequently constructing a machine learning-assisted handwriting recognition system. By integrating cutting-edge research with pedagogical practice and incorporating interdisciplinary design elements, this approach effectively enhances students’ innovative capacities while fostering their understanding of the crucial role digital design and intelligent technologies play in societal advancement.

Key words:

1. [1]
  尹常杰, 王博煜, 乔丹彤, 李慧敏. 大学化学, 2025, 40 (11), 221.
2. [2]
  Jiang, X.; Zhou, X.; Ding, K.; Li, X.; Huang, B.; Xu, W. Adv. Funct. Mater. 2024, 34 (34), 2400936.Jiang, X.; Zhou, X.; Ding, K.; Li, X.; Huang, B.; Xu, W. Adv. Funct. Mater. 2024, 34 (34), 2400936.
3. [3]
  Han, D.; Cai, Y.; Wang, X.; Zhang, W.; Li, X.; Hou, Z.; Liu, J.; Song, D.; Xu, W. Adv. Funct. Mater. 2025, 35, 2501362.Han, D.; Cai, Y.; Wang, X.; Zhang, W.; Li, X.; Hou, Z.; Liu, J.; Song, D.; Xu, W. Adv. Funct. Mater. 2025, 35, 2501362.
4. [4]
  徐梦雅. 化学工程师, 2025, 39 (5), 107.
5. [5]
  Wang, F.; Song, D.; Zhou, C.; Li, X.; Huang, Y.; Xu, W.; Liu, G.; Zhou, S. ACS Appl. Mater. Interfaces 2024, 16 (31), 41583.Wang, F.; Song, D.; Zhou, C.; Li, X.; Huang, Y.; Xu, W.; Liu, G.; Zhou, S. ACS Appl. Mater. Interfaces 2024, 16 (31), 41583.

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1.
沈阳化工大学材料科学与工程学院沈阳 110142

以研促学、以创促能、科教融合的高分子材料综合实验教学探索与实践——以机器学习辅助的智能书写识别系统为例

通讯作者: 徐文龙，E-mail:xuwenlong@ldu.edu.cn

English

Comprehensive Experiment Teaching Exploration and Practice in Polymeric Materials Integrating Research-Driven Learning, Creativity-Enhanced Competency, and Science-Education Synergy: A Case Study of Machine Learning-Assisted Intelligent Handwriting Recognition System

Corresponding author: Wenlong Xu, xuwenlong@ldu.edu.cn

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通讯作者: 陈斌, bchen63@163.com

中国化学会秘书处

以研促学、以创促能、科教融合的高分子材料综合实验教学探索与实践——以机器学习辅助的智能书写识别系统为例

通讯作者: 徐文龙，E-mail:xuwenlong@ldu.edu.cn

English

Comprehensive Experiment Teaching Exploration and Practice in Polymeric Materials Integrating Research-Driven Learning, Creativity-Enhanced Competency, and Science-Education Synergy: A Case Study of Machine Learning-Assisted Intelligent Handwriting Recognition System

Corresponding author: Wenlong Xu, xuwenlong@ldu.edu.cn

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CCS Chemistry：工作高效不疲劳，只须让催化剂动起来

CCS Chemistry：静电组装导向聚合- 聚电解质纳米凝胶量化制备新策略

CCS Chemistry：金黄色葡萄球菌醛基脱氢酶是如何识别特异性底物的？

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