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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Vydané v:	Solid-state electronics Ročník 227; s. 109119
Hlavní autori:	Wang, Shuhan, Zhou, Zheng, Tang, Zili, Xu, Jinghan, Liu, Xiaoyan, Zhang, Xing
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.08.2025
Predmet:	Compact model Machine learning Variation modeling Variational autoencoder Variational autoencoder Variation modeling Compact model Machine learning
ISSN:	0038-1101
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