A novel analysis-prediction approach for geometrically nonlinear problems using group method of data handling

DOI10.1016/j.cma.2019.05.052zbMath1441.74116OpenAlexW2952897804WikidataQ127708814 ScholiaQ127708814MaRDI QIDQ1988156

Hung Nguyen-Xuan, Seunghye Lee, Jaehong Lee, Tan N. Nguyen

Publication date: 16 April 2020

Published in: Computer Methods in Applied Mechanics and Engineering (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.cma.2019.05.052

zbMATH Keywords

geometrically nonlinear problemsgroup method of data handlingisogeometric shell analysistime series forecasting problems

Mathematics Subject Classification ID

Numerical computation using splines (65D07) Finite element methods applied to problems in solid mechanics (74S05) Shells (74K25) Finite element, Rayleigh-Ritz and Galerkin methods for boundary value problems involving PDEs (65N30)

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Cites Work

• Unnamed Item
• On finite element analysis of geometrically nonlinear problems
• Isogeometric analysis: CAD, finite elements, NURBS, exact geometry and mesh refinement
• A faster modified Newton-Raphson iteration
• An incremental approach to the solution of snapping and buckling problems
• Background information of deep learning for structural engineering
• Geometrically nonlinear analysis of thin-shell structures based on an isogeometric-meshfree coupling approach
• On improving the numerical convergence of highly nonlinear elasticity problems
• NURBS-based postbuckling analysis of functionally graded carbon nanotube-reinforced composite shells
• Finding equilibrium paths by minimizing external work in dynamic relaxation method
• Geometrical nonlinear analysis based on optimization technique
• Isogeometric analysis of large-deformation thin shells using RHT-splines for multiple-patch coupling
• A novel three-variable shear deformation plate formulation: theory and isogeometric implementation
• An efficient isogeometric solid-shell formulation for geometrically nonlinear analysis of elastic shells
• A NURBS-based inverse analysis for reconstruction of nonlinear deformations of thin shell structures
• Finite strain fracture of plates and shells with configurational forces and edge rotations
• A meshfree thin shell method for non-linear dynamic fracture
• A fast incremental/iterative solution procedure that handles “snap-through”
• Modelling and prediction using GMDH networks of Adalines with nonlinear preprocessors
• The Application of Newton’s Method to the Problem of Elastic Stability

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