On the Use of Geometric Deep Learning for the Iterative Classification and Down-Selection of Analog Electric Circuits

Many complex engineering systems can be represented in a topological form, such as graphs. This paper utilizes a machine learning technique called Geometric Deep Learning (GDL) to aid designers with challenging, graph-centric design problems. The strategy presented here is to take the graph data and...

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Veröffentlicht in:	Journal of mechanical design (1990) 2024-05, Vol.146 (5)
Hauptverfasser:	Sirico, Anthony, Herber, Daniel R.
Format:	Artikel
Sprache:	eng
Schlagworte:	Design for Manufacturing
Online-Zugang:	Volltext
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