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文章基本信息

  • 标题:A Neuro-Finite Element Analysis of Partial Differential Equations of Solid Mechanics
  • 作者:Sangeeta Yadav ; K.K. Pathak ; Rajesh Shrivastava
  • 期刊名称:Oriental Journal of Computer Science and Technology
  • 印刷版ISSN:0974-6471
  • 出版年度:2009
  • 卷号:2
  • 期号:1
  • 页码:81-86
  • 语种:English
  • 出版社:Oriental Scientific Publishing Company
  • 摘要:Numerical analysis of Partial Differential Equations (PDE's) of the solid mechanics using Finite Element Method (FEM) is very popular. One issue which is haunting the finite element solution is the computer time. Finite Element Analysis (FEA) using fine mesh and large number of nodes consumes lot of solution time. To overcome this difficulty, a hybrid Neuro-FEM is proposed. FEM solutions considering coarse mesh is used for training neural networks which is further employed for finer predictions. The proposed methodology is successfully employed on a cantilever beam problem.
  • 关键词:Stress ; Displacement ; finite element ; neuro-finite element
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