A Physics-Informed Automatic Neural Network Generation Framework for Emerging Device Modeling

A Physics-Informed Automatic Neural Network Generation Framework for Emerging Device Modeling

With the rapid development of semiconductor technology, traditional equation-based modeling faces challenges in accuracy and development time. To overcome these limitations, neural network (NN)-based modeling methods have been proposed. However, the NN-based compact model encounters two major issues...

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Bibliographic Details
Main Authors: Guangxin Guo, Hailong You, Cong Li, Zhengguang Tang, Ouwen Li
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Micromachines
Subjects:
emergingdevice modeling
neural network
physical informed
automated machine learning (AutoML)
compact model
semiconductor device
Online Access:https://www.mdpi.com/2072-666X/14/6/1150

Internet

https://www.mdpi.com/2072-666X/14/6/1150

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