.png){kind=icon}
返回
On the coupling of data-driven computing and model-driven computing with CUF-based beam models
.png){kind=icon}
PRE
AI
DOI：10.1016/j.tws.2023.111394.png)
.png){kind=icon}
原文求助.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
In this article, Model-driven (MD) computing and Data -driven (DD) computing mechanics are coupled under the framework of Carrera's Unified Formulation (CUF) for beam structures A DD CUF-based computing is applied for the sub-domains of the beam under investigation where the material constitutive models are challenging to be obtained, whereas a MD CUF-based computing is used to deal with the remaining subdomains where a constitutive model is available. By using CUF, under the premise of sufficient accuracy, the computational cost of DD-MD CUF-based models could be reduced compared with DD-MD FEM models where solid elements are used. Several static cases are analysed to demonstrate the accuracy and reliability of the proposed DD-MD CUF-based model by comparing the obtained results with those from the finite element commercial software tools.
Keyword:
Data-driven analysis
Data search
Carrera unified formula
Data-driven and model-driven coupling
strategy
Finite element method
期刊
T
IF:
6.6
论文数:
1.1W
被引数:
4.0W
机构
引用论文
.png){kind=icon}
Evaluation of the accuracy of classical beam FE models via locking-free hierarchically refined elements通过无锁分层细化元素评估经典梁有限元模型的精度
OAAI
OAAI分享收藏MAP123-EP: A mechanistic-based data-driven approach for numerical elastoplastic analysisMAP123-EP: 基于数据驱动的数值弹塑性分析方法OAAI
OAAI分享收藏Bioresorbable zinc stent with ultra-thin center struts attenuates stent jail in porcine femoral artery bifurcations具有超薄中心支柱的可生物吸收的锌支架可减轻猪股动脉分叉中的支架监狱OAAI
OAAI分享收藏
查看更多内容