Vision HgNN: An Electron-Micrograph is Worth Hypergraph of Hypernodes

Material characterization using electron micrographs is a crucial but challenging task with applications in various fields, such as semiconductors, quantum materials, batteries, etc. The challenges in categorizing electron micrographs include but are not limited to the complexity of patterns, high l...

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Veröffentlicht in:	arXiv.org 2024-08
Hauptverfasser:	Sakhinana Sagar Srinivas, Sarkar, Rajat Kumar, Gangasani, Sreeja, Runkana, Venkataramana
Format:	Artikel
Sprache:	eng
Schlagworte:	Complexity Datasets Electron micrographs Graph theory Neural networks State-of-the-art reviews
Online-Zugang:	Volltext
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