Integrating Geometric Data into Topology Optimization via Neural Style Transfer

This research proposes a novel topology optimization method using neural style transfer to simultaneously optimize both structural performance for a given loading condition and geometric similarity for a reference design. For the neural style transfer, the convolutional layers of a pre-trained neura...

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Detalles Bibliográficos
Autores principales: Vulimiri, Praveen S., Deng, Hao, Dugast, Florian, Zhang, Xiaoli, To, Albert C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8400862/
https://www.ncbi.nlm.nih.gov/pubmed/34443073
http://dx.doi.org/10.3390/ma14164551

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8400862/
https://www.ncbi.nlm.nih.gov/pubmed/34443073
http://dx.doi.org/10.3390/ma14164551

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