人工智能新时代下教学改革的新思考

doi:10.3866/PKU.DXHX202308043

Abstract

Abstract:

With the advent of ChatGPT-4, the development and application of artificial intelligence (AI) technology have entered a new era, inevitably exerting a profound impact on the cultivation of modern scientific and technological talents. This paper begins by offering an overview of AI technology and its application in chemical research. It then discusses the updated criteria essential for fostering innovation ability of chemistry students in this new age of AI. Finally, the exploration and practice undertaken in the teaching reform for cheminformatics are presented.

Key words: Artificial intelligence, Cheminformatics, Teaching reform and practice

Honglin Zhai, Xiaoyun Zhang, Jingjing Cao. Re-Thinking about Teaching Reform in the New Era of Artificial Intelligence[J].University Chemistry, 2024, 39(1): 63-68.

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References 16

1	Corey E. J. ; Wipke W. T. Science 1969, 166 (3902),178. doi: 10.1126/science.166.3902.178
2	丁邵珍; 江小琴; 孟超; 孙丽霞; 王正权; 杨弘宾; 沈国文; 夏宁. 中国科学: 化学, 2023, 53 (1), 66.
3	Szymkuc S. ; Gajewska E. P. ; Klucznik T. ; Molga K. ; Dittwald P. ; Startek M. ; Bajczyk M. ; Grzybowski B. A. Angew. Chem. Int. Ed. 2016, 55 (20), 5904. doi: 10.1002/anie.201506101
4	Mikulak-Klucznik B. ; Golebiowska P. ; Bayly A. A. ; Popik O. ; Klucznik T. ; Szymkuc S. ; Gajewska E. P. ; Dittwald P. ; Staszewska-Krajewska O. ; Beker W. ; et al Nature 2020, 588 (7836), 83. doi: 10.1038/s41586-020-2855-y
5	Segler M. H. S. ; Preuss M. ; Waller M. P. Nature 2018, 555 (7698), 604. doi: 10.1038/nature25978
6	Coley C. W. ; Thomas D. A., III ; Lummiss J. A. M. ; Jaworski J. N. ; Breen C. P. ; Schultz V. ; Hart T. ; Fishman J. S. ; Rogers L. ; Gao H. ; et al Science 2019, 365 (6453), eaax1566. doi: 10.1126/science.aax1566
7	Steiner S. ; Wolf J. ; Glatzel S. ; Andreou A. ; Granda J. M. ; Keenan G. ; Hinkley T. ; Aragon-Camarasa G. ; Kitson P. J. ; Angelone D. ; et al Science 2019, 363, eaav2211. doi: 10.1126/science.aav2211
8	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. ; et al Nature 2020, 583 (7815), 237. doi: 10.1038/s41586-020-2442-2
9	Zhong W. H. ; Yang Z. D. ; Chen C. Y. C. Nat. Commun. 2023, 14 (1), 3009. doi: 10.1038/s41467-023-38851-5
10	Lim J. ; Ryu S. ; Kim J. W. ; Kim W. Y. J. Cheminform. 2018, 10 (1), 31. doi: 10.1186/s13321-018-0286-7
11	Lee M. ; Min K. J. Chem. Inf. Model. 2022, 62 (12), 2943. doi: 10.1021/acs.jcim.2c00487
12	Kwon Y. ; Kim S. ; Choi Y. S. ; Kang S. J. Chem. Inf. Model. 2022, 62 (23), 5952. doi: 10.1021/acs.jcim.2c01085
13	Lyngby P. ; Thygesen K. S. NPJ Comput. Mater. 2022, 8 (1), 232. doi: 10.1038/s41524-022-00923-3
14	Hey T.; Tansley S.; Tolle K. The Fourth Paradigm: Data-Intensive Scientific Discovery. Microsoft Research: USA, 2009.
15	翟红林; 张晓昀; 姚小军; 李书艳; 贾学庆; 曹晶晶. 大学化学, 2019, 34 (3), 11. doi: 10.3866/PKU.DXHX201807028
16	翟红林. 化学信息学, 北京: 化学工业出版社, 2019.

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Re-Thinking about Teaching Reform in the New Era of Artificial Intelligence

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