Home

Citation: Ruming Yuan, Laiying Zhang, Xiaoming Xu, Pingping Wu, Gang Fu. Generative Artificial Intelligence Empowering Physical Chemistry Teaching[J]. University Chemistry, ;2025, 40(9): 238-244. doi: 10.12461/PKU.DXHX202504069 shu

Generative Artificial Intelligence Empowering Physical Chemistry Teaching

National Demonstration Center for Experimental Chemistry Education (Xiamen University), College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, Fujian Province, China

Corresponding author: Ruming Yuan, yuanrm@xmu.edu.cn
Received Date: 28 April 2025
Accepted Date: 19 June 2025

The groundbreaking advancements in Generative Artificial Intelligence (GAI) technology have introduced novel perspectives for reforming traditional educational curricula. This study focuses on physical chemistry courses, presenting and implementing an AI-enhanced teaching reform strategy. By harnessing DeepSeek’s capabilities in natural language understanding and reasoning, we have developed an integrated approach incorporating Xmind, Mathematica, and JiMing AI. This integration facilitates the creation of a systematic, hierarchical mind map that enables dynamic knowledge connections and intelligent expansion. Furthermore, complex mathematical models are transformed into dynamic, interactive representations, effectively overcoming the challenges posed by abstract mathematical concepts. Additionally, key concepts are presented through high-precision diagrams and concise video demonstrations, achieving a “visual, interactive, and mobile” delivery of educational content. This approach provides a practical framework for the digital transformation of chemistry education.
- DeepSeek,
- Systematic hierarchical mind map,
- Interactivity
1. [1]
2. [2]
3. [3]
4. [4]
5. [5]
6. [6]
7. [7]
8. [8]
  Cahill, S. T.; Bergstrom Mann, P. E.; Worrall, A. F.; Stewart, M. I. J. Chem. Educ. 2020, 97, 3085.
9. [9]
1. [1]
  Yan Zhang , Limin Zhou , Xiaoyan Cao , Mutai Bao . Exploring the Application of Artificial Intelligence in Marine-Themed Integrated Physical Chemistry Experiments. University Chemistry, 2025, 40(9): 118-125. doi: 10.12461/PKU.DXHX202503062
2. [2]
  Yalu Ma , Yun Tian , Xiaofei Ma . DeepSeek Large Model: Implications for Inorganic Chemistry Teaching and Learning. University Chemistry, 2025, 40(9): 171-177. doi: 10.12461/PKU.DXHX202502109
3. [3]
  Ruoyu Cao , Jiaxin Chen , Jiaen Hu , Youting Zhai , Jiacong Fu , Lifen Hou , Xuebin Yan , Yanyang Li , Kai Li , Shuangquan Zang . Interactive Digital Experiment for Organic Synthesis: Designing Process and Case Presentation. University Chemistry, 2026, 41(1): 406-412. doi: 10.12461/PKU.DXHX202504022
4. [4]
  Chunyang Bao , Ruoxuan Miao , Yuhan Ding , Qingfu Ban , Yusheng Qin , Jie Liu , Zhirong Xin . The Comprehensive Experiment Design of Preparation of Depolymerizable Thermosetting Polymers. University Chemistry, 2025, 40(4): 59-65. doi: 10.12461/PKU.DXHX202405087
5. [5]
  Wei Ren , Jinhe Li , Chengzhang Zhu , Weikang Wang , Qinqin Liu . Tailored spin states: a transformative paradigm for sustainable catalysis. Acta Physico-Chimica Sinica, 2026, 42(4): 100178-0. doi: 10.1016/j.actphy.2025.100178
6. [6]
  Yanan Fan , Jingjing Huang . Interactive Electronic Courseware Facilitates the Development of Integrated Undergraduate-Graduate Instrumental Analysis Laboratory Courses: A Case Study of UV-Vis Spectroscopy Analysis Experiment. University Chemistry, 2025, 40(10): 282-287. doi: 10.12461/PKU.DXHX202411009
7. [7]
  Shuixing Dai , Jilei Jiang , Yuxiao Wang , Jinqi Hu , Minghua Huang . Application of Knoevenagel Reaction in Organic Chemistry Teaching. University Chemistry, 2025, 40(5): 334-341. doi: 10.12461/PKU.DXHX202405208
8. [8]
  Siyu Zhang , Kunhong Gu , Bing'an Lu , Junwei Han , Jiang Zhou . Hydrometallurgical Processes on Recycling of Spent Lithium-lon Battery Cathode: Advances and Applications in Sustainable Technologies. Acta Physico-Chimica Sinica, 2024, 40(10): 2309028-0. doi: 10.3866/PKU.WHXB202309028
9. [9]
  Yan Long , Wenbo Zhao , Qing Cao , Xiangyu Li , Fukui Li , Yanwei Hu , Shiyu Song , Kaikai Liu . Phosphorescent carbon nanodot inks for scalable and high-resolution invisible printing. Acta Physico-Chimica Sinica, 2026, 42(3): 100198-0. doi: 10.1016/j.actphy.2025.100198
10. [10]
  Hao BAI , Weizhi JI , Jinyan CHEN , Hongji LI , Mingji LI . Preparation of Cu₂O/Cu-vertical graphene microelectrode and detection of uric acid/electroencephalogram. Chinese Journal of Inorganic Chemistry, 2024, 40(7): 1309-1319. doi: 10.11862/CJIC.20240001
11. [11]
  Junjie Zhang , Yue Wang , Qiuhan Wu , Ruquan Shen , Han Liu , Xinhua Duan . Preparation and Selective Separation of Lightweight Magnetic Molecularly Imprinted Polymers for Trace Tetracycline Detection in Milk. University Chemistry, 2024, 39(5): 251-257. doi: 10.3866/PKU.DXHX202311084
12. [12]
  Changjie Yin , Boyu Wang , Dantong Qiao , Huimin Li . Polymer Comprehensive Experimental Design: Preparation and Properties of Repeatable Processing Styrene Butadiene Rubber Materials under the “Dual Carbon” Strategy. University Chemistry, 2025, 40(11): 221-232. doi: 10.12461/PKU.DXHX202412046
13. [13]
  Xue Zhang , Zihan He , Yingqi Wu , Weilai Yu , Tao Liu . Corn-distillers-derived hard carbon: a sustainable high-rate, long-life anode for sodium-ion batteries. Acta Physico-Chimica Sinica, 2026, 42(5): 100199-0. doi: 10.1016/j.actphy.2025.100199
14. [14]
  Liqiang Huang , Peng Lin . 数-图分析法解释仪器分析实验课程教学中的难点. University Chemistry, 2025, 40(6): 353-359. doi: 10.12461/PKU.DXHX202407074
15. [15]
  Zhike Yang , Jinfan Xu , Junhao Chen , Zheng Yang , Fei Ding , Neil Qiang Su . AI NMR Assistant: A DP5-Based Intelligent System for NMR Spectral Interpretation. University Chemistry, 2026, 41(1): 20-28. doi: 10.12461/PKU.DXHX202506013
16. [16]
  Juan Hou , Chen Zhou , Jing Sun . Teaching Design of the Classical Analytical Chemistry Content Based on Logical and Innovative Thinking: A Case Study of the Application of Acid-Base Titration Method. University Chemistry, 2024, 39(4): 221-226. doi: 10.3866/PKU.DXHX202310023
17. [17]
  Wei Huang , Weiwei Chen , Yongxing Tang . Green Mountains and Blue Waters Spanning Nine Centuries: Decrypting “The Picture of a Thousand Miles of Rivers and Mountains” from a Chemical Perspective. University Chemistry, 2024, 39(9): 189-195. doi: 10.12461/PKU.DXHX202312075
18. [18]
  Zhonghong Yan , Chunxia Li , Ruolin Yang . Analysis of the Use and Effectiveness of Concept Mapping Assignments in English Medium Instruction of General Chemistry. University Chemistry, 2025, 40(4): 224-231. doi: 10.12461/PKU.DXHX202405138
19. [19]
  Pingsheng He , Haiyang Yang , Pingping Zhu . Philosophical Reflections in Polymer Physics Course: Emphasizing Reverse Thinking. University Chemistry, 2025, 40(4): 27-32. doi: 10.3866/PKU.DXHX202403029
20. [20]
  Wenjian Zhang , Mengxin Fan , Wenwen Fei , Wei Bai . Cultivation of Critical Thinking Ability: Based on RAFT Polymerization-Induced Self-Assembly. University Chemistry, 2025, 40(4): 108-112. doi: 10.12461/PKU.DXHX202406099

Get Citation

PDF

XML

Metrics

PDF Downloads(6)
Abstract views(933)
HTML views(82)

通讯作者: 陈斌, bchen63@163.com

1.
沈阳化工大学材料科学与工程学院沈阳 110142

Address：Zhongguancun North First Street 2,100190 Beijing, PR China Tel: +86-010-82449177-888

DownLoad: Full-Size Img PowerPoint

Return