PhysiNet: A Combination of Physics-based Model and Neural Network Model for Digital Twins

As the real-time digital counterpart of a physical system or process, digital twins are utilized for system simulation and optimization. Neural networks are one way to build a digital twins model by using data especially when a physics-based model is not accurate or even not available. However, for...

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Veröffentlicht in:	arXiv.org 2021-12
Hauptverfasser:	Sun, Chao, Shi, Victor Guang
Format:	Artikel
Sprache:	eng
Schlagworte:	Model accuracy Neural networks Optimization Physics
Online-Zugang:	Volltext
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