One-step variation included compact modeling with conditional variational autoencoder

•A machine learning assisted compact modeling approach is proposed to include variation in one step by conditional variational autoencoder.•Simplicity and high accuracy are achieved and statistical results generated by the model can reflect the actual situation.•The trained model is compatible with...

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Bibliographic Details

Published in:	Solid-state electronics Vol. 227; p. 109119
Main Authors:	Wang, Shuhan, Zhou, Zheng, Tang, Zili, Xu, Jinghan, Liu, Xiaoyan, Zhang, Xing
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.08.2025
Subjects:	Compact model Machine learning Variation modeling Variational autoencoder Variational autoencoder Variation modeling Compact model Machine learning
ISSN:	0038-1101
Online Access:	Get full text
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