ICCM Conferences, The 7th International Conference on Computational Methods (ICCM2016)

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An Overview of Numerical Methods
GR Liu

Last modified: 2016-07-25

Abstract


This presents an overview on numerical methods based strong, week and weakened weak (W2) formulations. Comparisons of W2 formulations with the strong and weak formulations will be presented. Properties of different types of numerical methods. We will also present a family of recent W2 models known as S-PIM and S-FEM that important for automations in computation including, spatial and temporal stability and convergence, softening effects induced by various types of smoothing domains, upper bound properties leading to certified solutions real-time computational models, and insensitivity to the quality of mesh allowing effective uses of triangular/tetrahedral meshes. Examples will be presented for simulating engineered material behavior at various extreme situations, fluid structural interaction problems, cracks in engineering aerospace structural systems, and crystal plasticity for metallic polycrystalline used in jet engines.

 

Keywords(optional): numerical methods, FEM, meshfree, weakened weak formulation, S-FEM, S-PIM, modeling and simulation

References

[1]    Liu GR, Quek SS. The Finite Element Method: A Practical Course. 2nd Edition, BH: Oxford, 2013.

[2]    Liu GR, Nguyen Thoi Trung. Smoothed Finite Element Methods. CRC Press, NewYork, 2010.

[3]    Liu GR. Mesh-free methods: moving beyond the finite element method. CRC Press, Boca Raton, 2nd Ed., 2009.

[4]    Liu GR and Liu MB, Smoothed Particle Hydrodynamics: A Meshfree Particle Method, World Scientific, 2003.

[5]    Liu GR and Zhang GY, Smoothed Point Interpolation Methods -- G Space Theory and Weakened Weak Forms, World Scientific, 2013

[6]    Liu GR. On G space theory. IJCM 2009; 6(2), 257-289.

[7]    Liu GR. A G space theory and a weakened weak (W2) form for a unified formulation of compatible and incompatible methods: Part I theory & Part II applications. Int J Numer Meth Eng 2010; 81(9): 1093-1156.

[8]    Liu, G. R., Jiang, Y., Chen, L., Zhang, G. Y., & Zhang, Y. W. (2011). A singular cell-based smoothed radial point interpolation method for fracture problems. Computers & Structures, 89(13-14), 1378-1396.

[9]    Liu, G. R., & Zhang, G. Y. (2009). A novel scheme of strain-constructed point interpolation method for static and dynamic mechanics problems. International Journal of Applied Mechanics, 1(1), 233-258.

[10] Liu, G. R., Zhang, G. Y., Wang, Y. Y., Zhong, Z. H., Li, G. Y., & Han, X. (2007). A nodal integration technique for meshfree radial point interpolation method (NI-RPIM). Int J Solids Struct, 44(11-12), 3840-3860.

[11]  Chen JS, Wu CT, Yoon S, You Y. A stabilized conforming nodal integration for Galerkin mesh-free methods. INT J NUMER METH ENG 2001; 50:435–466.

[12] Liu GR, Zhang GY, Dai KY, Wang YY, Zhong ZH, Li GY, Han X. A linearly conforming point interpolation method (LC-PIM) for 2D solid mechanics problems. IJCM 2006; 2:645–665.

[13] Zhang GY, Liu GR, Wang YY, Huang HT, el al. A linearly conforming point interpolation method (LC-PIM) for three-dimensional elasticity problems. Int J Numer Meth Eng, 2007; 72:1524 – 1543.

[14] Liu GR, Li Y, Dai KY, Luan MT, Xue W. A linearly conforming radial point interpolation method for solid mechanics problems. IJCM 2006; 3:401–428.

[15] Liu GR, Zhang GY. Edge-based smoothed point interpolation method (ES-PIM). IJCM 2008; 5(4): 621-646.

[16] Liu GR. A generalized Gradient smoothing technique and the smoothed bilinear form for Galerkin formulation of a wide class of computational methods. IJCM 2008; 5(2): 199-236.

[17]  Liu GR, Dai KY, Nguyen-Thoi T. A smoothed finite element method for mechanics problems. COMPUT MECH 2007; 39: 859-877.

[18]  Liu GR, Nguyen-Thoi T, Dai KY, Lam KY. Theoretical aspects of the smoothed finite element method (SFEM). INT J NUMER METH ENG 2007; 71: 902-930.


Keywords


Collocation, radial basis function, adaptive greedy algorithm, basis selection.

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