Citation: Tianlong Zhang, Rongling Zhang, Hongsheng Tang, Yan Li, Hua Li. Exploration on the Integration Mode of Instrumental Analysis with Science and Education under the Background of Artificial Intelligence Era[J]. University Chemistry, ;2024, 39(8): 365-374. doi: 10.12461/PKU.DXHX202403014 shu

Exploration on the Integration Mode of Instrumental Analysis with Science and Education under the Background of Artificial Intelligence Era

College of Chemistry & Materials Science, Northwest University, Xi'an 710127, China

Received Date: 3 March 2024
Revised Date: 4 July 2024

Facing the challenges of traditional instrumental analytical methods in dealing with more complex chemical samples, more trace chemical analysis and more precise chemical measurements, this paper proposes a strategy for gradually integrating artificial intelligence into the applied research and teaching practice of scientific instrument analysis. By adopting a new paradigm of scientific research, the research and development and application of analytical instruments are discussed. From the perspective of integrating science and education, this approach aims to enhance experimental teaching effectiveness through artificial intelligence methods, and to integrate the virtual simulation experiment, intelligent experimental data analysis, and diversified intelligent evaluation. Leveraging the new technology of artificial intelligence, we align with contemporary trends to cultivate high-quality talents possessing comprehensive scientific knowledge, innovative abilities, and social responsibility, thereby fulfilling the fundamental task of fostering virtues and cultivating talents in higher education.
- Artificial intelligence,
- Instrumental analysis,
- Integration of science and education
1. [1]
  ]. https://hudong.moe.gov.cn/srcsite/A08/moe_742/s3860/201810/t20181017_351890.html
2. [2]
3. [3]
  Segler, M. H. S.; Preuss, M.; Waller, M. P. Nature 2018, 555 (7698), 604.
4. [4]
  Burger, B.; Maffettone, P. M.; Gusev, V. V.; Aitchison, C. M.; Bai, Y.; Wang, X. Y.; Li, X. B.; Alston, B.; Li, B. Y.; Clowes, R. Nature2020, 583 (7815), 237.
5. [5]
  Zhu, Q.; Zhang, F.; Huang, Y.; Xiao, H. Y.; Zhao, L. Y.; Zhang, X. C.; Song, T.; Tang, X. S.; Li, X.; He, G. Natl. Sci. Rev. 2022, 9 (10), 190.
6. [6]
7. [7]
8. [8]
  Agrawal, A.; Choudhary, A. APL Mater. 2016, 4 (5), 05320.
9. [9]
10. [10]
  He, J. L.; Peng, T.; Xie, J.; Dai, H. H.; Chen, D. D.; Yue, Z. F.; Fan, C. L.; Li, C. Chinese J. Anal. Chem. 2015, 43 (1), 48.
11. [11]
12. [12]
  Girón, D.; Delgado, T.; Ruiz, J.; Cabalín, L. M.; Laserna, J. J. Measurement 2018, 115, 1.
13. [13]
14. [14]
15. [15]
16. [16]
17. [17]
18. [18]
19. [19]
  Fu, H.; Li, M. G.; Guo, M. J.; Tang, H. S.; Zhang, T. L.; Li, H. Spectrochim. Acta, Part A: Mol. Biomol. Spectrosc. 2023, 289, 122231.
1. [1]
  Zhaoyang Li , Haiyan Zhao , Yali Zhang , Yuan Zhang , Shiqiang Cui . Integration of Nobel Prize Achievements in Analytical Technology with College Instrumental Analysis Course. University Chemistry, 2025, 40(3): 269-276. doi: 10.12461/PKU.DXHX202405131
2. [2]
  Linlin Guo , Jinjun Zhang , Chengpeng Miao , Bojing Liu , Xiaozhen Fan . Design and Practice of Integrating Ideological and Political Education into Instrumental Analysis Course Based on OBE Concept: Introduction. University Chemistry, 2024, 39(11): 87-95. doi: 10.12461/PKU.DXHX202403001
3. [3]
  Ping Li , Chao Yin . Teaching Exploration and Practical Innovation of General Education Courses in the Context of Artificial Intelligence. University Chemistry, 2024, 39(10): 402-407. doi: 10.12461/PKU.DXHX202403075
4. [4]
  Liwei Wang , Guangran Ma , Li Wang , Fugang Xu . A Comprehensive Analytical Chemistry Experiment: Colorimetric Detection of Vitamin C Using Nanozyme and Smartphone. University Chemistry, 2024, 39(8): 255-262. doi: 10.3866/PKU.DXHX202312094
5. [5]
  Wei Shao , Wanqun Zhang , Pingping Zhu , Wanqun Hu , Qiang Zhou , Weiwei Li , Kaiping Yang , Xisheng Wang . Design and Practice of Ideological and Political Cases in the Course of Instrument Analysis Experiment: Taking the GC-MS Experiment as an Example. University Chemistry, 2024, 39(2): 147-154. doi: 10.3866/PKU.DXHX202309048
6. [6]
  Siming Bian , Sijie Luo , Junjie Ou . Application of van Deemter Equation in Instrumental Analysis Teaching: A New Type of Core-Shell Stationary Phase. University Chemistry, 2025, 40(3): 381-386. doi: 10.12461/PKU.DXHX202406087
7. [7]
  Shicheng Yan . Experimental Teaching Design for the Integration of Scientific Research and Teaching: A Case Study on Organic Electrooxidation. University Chemistry, 2024, 39(11): 350-358. doi: 10.12461/PKU.DXHX202408036
8. [8]
  Jingming Li , Bowen Ding , Nan Li , Nurgul . Application of Comparative Teaching Method in Experimental Project Design of Instrumental Analysis Course: A Case Study in Chromatography Experiment Teaching. University Chemistry, 2024, 39(8): 263-269. doi: 10.3866/PKU.DXHX202312078
9. [9]
  Xiaofei Zhou , Yu-Qing Cao , Feng Zhu , Li Qi , Linhai Liu , Ni Yan , Zhiqiang Zhu . Missions and Challenges of Instrumental Analysis Course in the New Era. University Chemistry, 2024, 39(6): 174-180. doi: 10.3866/PKU.DXHX202310058
10. [10]
  Haiyuan Wang , Yiming Tang , Haoran Guo , Guohui Chen , Yajing Sun , Chao Zhao , Zhen Zhang . Comprehensive Chemistry Experimental Teaching Design Based on the Integration of Science and Education: Preparation and Catalytic Properties of Silver Nanomaterials. University Chemistry, 2024, 39(10): 219-228. doi: 10.12461/PKU.DXHX202404067
11. [11]
  Biao Zuo , Yizhi Zhang , Zhengkai Chen , Houkuan Tian , Yongneng Wang , Wei Zhang , Weizu Wang , Xuming Zheng , Xinping Wang . Strengthening the Functions of Academic Research and Promoting the Integration of Science and Education: Exploration Ways to Cultivate the Talents of Undergraduate Chemistry Students. University Chemistry, 2024, 39(11): 38-43. doi: 10.3866/PKU.DXHX202402066
12. [12]
  Wanqun Hu , Pingping Zhu , Yuan Zheng , Wanqun Zhang , Wei Shao , Hong Wu , Qiang Zhou , Kaiping Yang , Xiang Sheng . Design and Practice of Ideological and Political Case Study in Instrumental Analysis Experiment Course: the Extraction and Structural Identification of Artemisinin. University Chemistry, 2024, 39(2): 203-207. doi: 10.3866/PKU.DXHX202310062
13. [13]
  Simin Fang , Wei Huang , Guanghua Yu , Cong Wei , Mingli Gao , Guangshui Li , Hongjun Tian , Wan Li . Integrating Science and Education in a Comprehensive Chemistry Design Experiment: The Preparation of Copper(I) Oxide Nanoparticles and Its Application in Dye Water Remediation. University Chemistry, 2024, 39(8): 282-289. doi: 10.3866/PKU.DXHX202401023
14. [14]
  Yan Liu , Xiaojun Han , Ping Xu , Guoxu Zhang , Yu Wang , Zhicheng Zhang , Dianpeng Qi . “Five Measures” Based Science and Education Integration Experimental Teaching Mode to Promote the Construction of “Specialized Experiment” Curriculum. University Chemistry, 2024, 39(10): 299-307. doi: 10.12461/PKU.DXHX202405002
15. [15]
  Junli Liu . Practice and Exploration of Research-Oriented Classroom Teaching in the Integration of Science and Education: a Case Study on the Synthesis of Sub-Nanometer Metal Oxide Materials and Their Application in Battery Energy Storage. University Chemistry, 2024, 39(10): 249-254. doi: 10.12461/PKU.DXHX202404023
16. [16]
  Shui Hu , Houjin Li , Zhenming Zang , Lianyun Li , Rong Lai . Integration of Science and Education Promotes the Construction of Undergraduate-to-Master’s Integration Experimental Courses: A Case Study on the Extraction, Separation and Identification of Artemisinin from Artemisia annua. University Chemistry, 2024, 39(4): 314-321. doi: 10.3866/PKU.DXHX202310063
17. [17]
  Haolin Zhan , Qiyuan Fang , Jiawei Liu , Xiaoqi Shi , Xinyu Chen , Yuqing Huang , Zhong Chen . Noise Reduction of Nuclear Magnetic Resonance Spectroscopy Using Lightweight Deep Neural Networ. Acta Physico-Chimica Sinica, 2025, 41(2): 100017-. doi: 10.3866/PKU.WHXB202310045
18. [18]
  Ying Zhang , Fang Ge , Zhimin Luo . AI-Driven Biochemical Teaching Research: Predicting the Functional Effects of Gene Mutations. University Chemistry, 2025, 40(3): 277-284. doi: 10.12461/PKU.DXHX202412104
19. [19]
  Xintian Xie , Sicong Ma , Yefei Li , Cheng Shang , Zhipan Liu . Application of Machine Learning Potential-based Theoretical Simulations in Undergraduate Teaching Laboratory Course Design. University Chemistry, 2025, 40(3): 140-147. doi: 10.12461/PKU.DXHX202405164
20. [20]
  Ping Song , Nan Zhang , Jie Wang , Rui Yan , Zhiqiang Wang , Yingxue Jin . Experimental Teaching Design on Synthesis and Antitumor Activity Study of Cu-Pyropheophorbide-a Methyl Ester. University Chemistry, 2024, 39(6): 278-286. doi: 10.3866/PKU.DXHX202310087

Get Citation

PDF

XML

Metrics

PDF Downloads(3)
Abstract views(223)
HTML views(91)

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