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在低速冲击下使用机器学习和FEA对自然纤维复合材料的能量吸收和损伤预测

N Rekha1, Aswatha Munipapanna1, N Santhosh2

  • 1Department of Mechanical Engineering, Bangalore Institute of Technology, Bangalore, Karnataka, India.

Scientific reports
|November 18, 2025
PubMed
概括

香纤维复合材料在结构应用中显示出出色的能量吸收能力. 机器学习和FEA准确地预测了它们的冲击行为,突出了它们在汽车和航空航天行业的潜力.

关键词:
能量的吸收,损害预测的预测.有限元素分析的研究.影响分析 影响分析低速度的低速度的速度.机器学习 机器学习天然纤维复合材料的复合材料可持续的材料 可持续的材料

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