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3D convolutional neural network for machining feature recognition with gradient-based visual explanations from 3D CAD models

In the manufacturing industry, all things related to a product manufactured are generated and managed with a three-dimensional (3D) computer-aided design (CAD) system. CAD models created in a 3D CAD system are represented as geometric and topological information for exchange between different CAD sy...

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Detalles Bibliográficos
Autores principales: Lee, Jinwon, Lee, Hyunoh, Mun, Duhwan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9436938/
https://www.ncbi.nlm.nih.gov/pubmed/36050386
http://dx.doi.org/10.1038/s41598-022-19212-6