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Updated: Sep 16, 2025

Surrogate Model Development for Digital Experiments in Welding
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由人工智能驱动的点云框架用于使用3D FEA数据预测接接头的可靠性

Mohd Zubair Akhtar1, Maximilian Schmid2, Gordon Elger3

  • 1Technische Hochschule Ingolstadt, Ingolstadt, Esplanade, , 85049, Ingolstadt , Bavaria, Germany. zubairakhtar.mohd@thi.de.

Scientific reports
|July 7, 2025
PubMed
概括

一个人工智能框架自动化了接关节可靠性分析,大大改善了电子设备的寿命预测. 这种方法通过分析接接头中复杂的裂传播模式,提高了比传统方法更准确的准确性.

关键词:
球格子阵列 (BGAs) 是指一个球格子阵列.卷积神经网络 (CNN) 是一种神经网络.有限元素分析 (FEA) 是一种分析方法.抛出一个交叉验证 (LOOCV)发光二极管 (LED) 是一种发光二极管.这是一个点网点网点网点网点网点网点网点网点网点网点网点网点网点网点网点网.表面安装设备 (SMD) 是指表面安装的设备.

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