Adaptive Gaussian process with PCA for prediction of complex dispersion relations for periodic structures

DOI10.1016/j.euromechsol.2022.104547OpenAlexW4211128014MaRDI QIDQ2077541

Gaofeng Jia, Min Li, Zhibao Cheng, Zhifei Shi

Publication date: 21 February 2022

Published in: European Journal of Mechanics. A. Solids (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.euromechsol.2022.104547

zbMATH Keywords

principal component analysisperiodic structuresuncertainty quantificationsurrogate modeladaptive Gaussian processcomplex dispersion relations

Mathematics Subject Classification ID

Mechanics of deformable solids (74-XX)

Related Items (1)

Complex dispersion relation and topologically protected flexural wave transport in viscoelastic periodic plates

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