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Structural optimization of single-layer domes using surrogate-based physics-informed neural networks
This study aims at generation of a novel artificial bee colony algorithm using surrogate finite element method with neural network technique. In this paper, theory of surrogate finite element method with physics-informed neural networks (PINNs) are generated and applied to deal with the geometricall...
Autores principales: | Wu, Hongyu, Wu, Yu-Ching, Zhi, Peng, Wu, Xiao, Zhu, Tao |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10597836/ https://www.ncbi.nlm.nih.gov/pubmed/37886770 http://dx.doi.org/10.1016/j.heliyon.2023.e20867 |
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