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[Construction of an artificial intelligence-enabled closed-loop teaching model for Microbiology Experiments]

Wei Guo1, Jingwei Wang2, Linshuang Guan2

  • 1College of Life Sciences, Zhejiang Normal University, Jinhua 321004, Zhejiang, China. weiguo817@zjnu.cn.

Sheng Wu Gong Cheng Xue Bao = Chinese Journal of Biotechnology
|July 29, 2026
PubMed
Summary

Artificial intelligence (AI) transforms microbiology lab teaching with a closed-loop model. This innovative approach enhances learning through personalized resources, virtual reality experiments, and intelligent assessments, overcoming traditional educational barriers.

Keywords:
Microbiology Experimentsartificial intelligence (AI)closed-loop teaching modelpersonalized instructionvirtual laboratory

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