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Updated: Feb 28, 2026

Micromechanical Tension Testing of Additively Manufactured 17-4 PH Stainless Steel Specimens
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Micromechanical Tension Testing of Additively Manufactured 17-4 PH Stainless Steel Specimens

Published on: April 7, 2021

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通过增材制造工艺,通过机器学习来预测316L不钢的拉力强度

Qing Gao1,2,3, Congyu Wang2,3,4, Jiayan Hu1

  • 1State Key Laboratory of Fluid Power and Mechatronic Systems, Zhejiang University, Hangzhou 310030, China.

Micromachines
|February 27, 2026
PubMed
概括

这项研究提出了一个新的模型,将CNN和RF集成在一起,以预测SLM制造的316L不钢部件的抗拉强度. 与单独使用CNN相比,综合模型显著提高了预测准确性.

关键词:
添加剂制造 添加剂制造 添加剂制造卷积神经网络是一种卷积神经网络.机器学习是机器学习.随机的森林随机的森林拉力强度 拉力强度 拉力强度

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