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...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Solid-state electronics Jg. 227; S. 109119
Hauptverfasser:	Wang, Shuhan, Zhou, Zheng, Tang, Zili, Xu, Jinghan, Liu, Xiaoyan, Zhang, Xing
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.08.2025
Schlagworte:	Compact model Machine learning Variation modeling Variational autoencoder Variational autoencoder Variation modeling Compact model Machine learning
ISSN:	0038-1101
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!