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Updated: Jul 1, 2025

Analysis of Contact Interfaces for Single GaN Nanowire Devices
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Published on: November 15, 2013

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使用机器学习和有限元分析,在绝缘门双极晶体管模块的结合线接口上提取引-分离关系

Shengjun Zhao1,2, Tong An1,2, Qi Wang1,2

  • 1Institute of Electronics Packaging Technology and Reliability, School of Mathematics, Statistics and Mechanics, Beijing University of Technology, Beijing 100124, China.

Materials (Basel, Switzerland)
|March 13, 2024
PubMed
概括

本研究引入了一种结合CNN和LSTM的新型机器学习模型,以准确预测绝缘门双极晶体管 (IGBT) 模块中粘接接口的机械性质. 这种方法通过改善关键故障机制的分析来提高IGBT的可靠性.

关键词:
我们的IGBT IGBT结合接口机械性质 机械性质凝聚性区域模型机器学习是机器学习.拉力-分离关系的关系.

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