Graphene origami-enabled auxetic metamaterial tapered beams in fluid: Nonlinear vibration and postbuckling analyses via physics-embedded machine learning model

Applied Mathematical Modelling(2023)

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摘要
•Effect of negative poisson's ratio on nonlinear free vibration and postbuckling behaviour of FG-GOEAM beam is investigated in detail.•Metamaterial properties of GOEAM are determined by physics-embedded machine learning assisted micromechanics model.•FG-GOEAM beam greatly outperforms its pristine metallic counterpart due to GOri reinforcement.•Added mass model is used to include the effect of fluid surrounding the FG-GOEAM beam.
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关键词
Nonlinear vibration,Postbuckling,Physics-embedded machine learning model,Functionally graded metamaterial beam,Graphene origami,Fluid
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