Accurate Finite Element Simulations of Dynamic Behaviour: Constitutive Models and Analysis with Deep Learning
Yiwei Zhang,
Chengcheng Guo,
Yahui Huang
et al.
Abstract:Owing to the challenge of capturing the dynamic behaviour of metal experimentally, high-precision numerical simulations have become essential for analysing dynamic characteristics. In this study, calculation accuracy was improved by analysing the impact of constitutive models using the finite element (FE) model, and the deep learning (DL) model was employed for result analysis. The results showed that FE simulations with these models effectively capture the elastic-plastic response, and the ZA model exhibits t… Show more
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