大语言模型辅助的空气动力学教学方法探索

LARGE LANGUAGE MODEL ASSISTED EDUCATIONAL STRATEGIES IN AERODYNAMICS

  • 摘要: 随着人工智能技术的发展,空气动力学课程的教学模式呈现出多元化和智能化的趋势。本文从教师与学生两个视角出发,系统分析了大语言模型(Large Language Models, LLM)在提升教师教学组织能力与强化学生自主学习效率方面的潜在价值,推动了以教师、媒介、学生和大语言模型为主的四位一体式教学模式的构建。以“可压缩喷管流动”教学模块为例,展示该模式在实际教学中的组织流程与应用路径。最后探讨了LLM介入教学带来的风险隐患。

     

    Abstract: With the integration of artificial intelligence, the reform of aerodynamics education is evolving towards a more diversified and intelligent paradigm. This paper systematically analyzes the potential of large language models (LLM) in enhancing teaching effectiveness and promoting self-motivated learning efficiency from the perspectives of teachers and students, respectively. This promotes the construction of a four-dimensional collaborative teaching framework which involves teachers, teaching materials, students, and LLM. The teaching module on the compressible nozzle flow is adopted as a representative case to demonstrate the practical implementation of this framework. Finally, the potential risks associated with the application of LLM in education is discussed.

     

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