Re-Thinking about Teaching Reform in the New Era of Artificial Intelligence
- Corresponding author: Honglin Zhai, zhaihl@lzu.edu.cn
Citation:
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.
doi:
10.3866/PKU.DXHX202308043
Corey, E. J.; Wipke, W. T. Science 1969, 166 (3902), 178.
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.
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.
Segler, M. H. S.; Preuss, M.; Waller, M. P. Nature 2018, 555 (7698), 604.
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.
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.
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.
Zhong, W. H.; Yang, Z. D.; Chen, C. Y. C. Nat. Commun. 2023, 14 (1), 3009.
Lim, J.; Ryu, S.; Kim, J. W.; Kim, W. Y. J. Cheminform. 2018, 10 (1), 31.
Lee, M.; Min, K. J. Chem. Inf. Model. 2022, 62 (12), 2943.
Kwon, Y.; Kim, S.; Choi, Y. S.; Kang, S. J. Chem. Inf. Model. 2022, 62 (23), 5952.
Lyngby, P.; Thygesen, K. S. NPJ Comput. Mater. 2022, 8 (1), 232.
Hey T.; Tansley S.; Tolle K. The Fourth Paradigm: Data-Intensive Scientific Discovery. Microsoft Research: USA, 2009.
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