Deep learned one‐iteration nonlinear solver for solid mechanics
DOI10.1002/nme.6918OpenAlexW4205912509MaRDI QIDQ6092212
Unnamed Author, Unnamed Author, Jaehong Lee, Tan N. Nguyen
Publication date: 23 November 2023
Published in: International Journal for Numerical Methods in Engineering (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1002/nme.6918
first-order shear deformation shell theoryisogeometric analysismodified Riks methodstructure instability
Learning and adaptive systems in artificial intelligence (68T05) Bifurcation and buckling (74G60) Shells (74K25) Numerical and other methods in solid mechanics (74S99) Isogeometric methods applied to problems in solid mechanics (74S22)
Cites Work
- Unnamed Item
- An incremental approach to the solution of snapping and buckling problems
- Background information of deep learning for structural engineering
- The Koiter-Newton approach using von Kármán kinematics for buckling analyses of imperfection sensitive structures
- On improving the numerical convergence of highly nonlinear elasticity problems
- NURBS-based postbuckling analysis of functionally graded carbon nanotube-reinforced composite shells
- A novel analysis-prediction approach for geometrically nonlinear problems using group method of data handling
- Geometrically nonlinear postbuckling behavior of imperfect FG-CNTRC shells under axial compression using isogeometric analysis
- A unified adaptive approach for membrane structures: form finding and large deflection isogeometric analysis
- Finding equilibrium paths by minimizing external work in dynamic relaxation method
- Geometrical nonlinear analysis based on optimization technique
- How to improve efficiency and robustness of the Newton method in geometrically non-linear structural problem discretized via displacement-based finite elements
- 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
- A predictor-corrector method for structural nonlinear analysis.
This page was built for publication: Deep learned one‐iteration nonlinear solver for solid mechanics
