Chapter Topological Relationship Modelling for Industrial Facility Digitisation Using Graph Neural Networks

There is rising demand for automated digital twin construction based on point cloud scans, especially in the domain of industrial facilities. Yet, current automation approaches focus almost exclusively on geometric modelling. The output of these methods is a disjoint cluster of individual elements,...

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Autori principali:	Jayasinghe, Haritha, Brilakis, Ioannis
Natura:	Online
Lingua:	inglese
Pubblicazione:	Firenze University Press 2024
Soggetti:	BIM Digital twin GNN machine learning thema EDItEUR::U Computing and Information Technology::UT Computer networking and communications::UTV Virtualization
Accesso online:	ONIX_20240402_9791221502893_13
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