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Self-directed online machine learning for topology optimization

Topology optimization by optimally distributing materials in a given domain requires non-gradient optimizers to solve highly complicated problems. However, with hundreds of design variables or more involved, solving such problems would require millions of Finite Element Method (FEM) calculations who...

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Detalles Bibliográficos
Autores principales: Deng, Changyu, Wang, Yizhou, Qin, Can, Fu, Yun, Lu, Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8770634/
https://www.ncbi.nlm.nih.gov/pubmed/35046415
http://dx.doi.org/10.1038/s41467-021-27713-7