The smoothed finite element method (S-FEM): A framework for the design of numerical models for desired solutions

Gui-Rong Liu

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Front. Struct. Civ. Eng. ›› 2019, Vol. 13 ›› Issue (2) : 456-477. DOI: 10.1007/s11709-019-0519-5
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The smoothed finite element method (S-FEM): A framework for the design of numerical models for desired solutions

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Abstract

The smoothed finite element method (S-FEM) was originated by G R Liu by combining some meshfree techniques with the well-established standard finite element method (FEM). It has a family of models carefully designed with innovative types of smoothing domains. These models are found having a number of important and theoretically profound properties. This article first provides a concise and easy-to-follow presentation of key formulations used in the S-FEM. A number of important properties and unique features of S-FEM models are discussed in detail, including 1) theoretically proven softening effects; 2) upper-bound solutions; 3) accurate solutions and higher convergence rates; 4) insensitivity to mesh distortion; 5) Jacobian-free; 6) volumetric-locking-free; and most importantly 7) working well with triangular and tetrahedral meshes that can be automatically generated. The S-FEM is thus ideal for automation in computations and adaptive analyses, and hence has profound impact on AI-assisted modeling and simulation. Most importantly, one can now purposely design an S-FEM model to obtain solutions with special properties as wish, meaning that S-FEM offers a framework for design numerical models with desired properties. This novel concept of numerical model on-demand may drastically change the landscape of modeling and simulation. Future directions of research are also provided.

Keywords

computational method / finite element method / smoothed finite element method / strain smoothing technique / smoothing domain / weakened weak form / solid mechanics / softening effect / upper bound solution

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Gui-Rong Liu. The smoothed finite element method (S-FEM): A framework for the design of numerical models for desired solutions. Front. Struct. Civ. Eng., 2019, 13(2): 456‒477 https://doi.org/10.1007/s11709-019-0519-5

References

[1]
Hughes T J R. The Finite Element Method: Linear Static and Dynamic Finite Element Analysis. Englewood Cliffs: Prentice-Hall, 1987
[2]
Belytschko T, Liu W K, Moran B, Elkhodary K I. Nonlinear Finite Elements for Continua and Structures, 2nd ed. West Sussex: Wiley, 2014
[3]
Bathe K J. Finite Element Procedures. Englewood Cliffs: Prentice-Hall, 1996
[4]
Liu G R, Quek S S. The Finite Element Method: A Practical Course, 2nd ed. Oxford: Butterworth-Heinemann, 2013
[5]
Liu G R. Meshfree Methods: Moving Beyond the Finite Element Method, 2nd ed. Boca Raton: CRC Press, 2009
[6]
Liu G R, Zhang G Y. The Smoothed Point Interpolation Methods – G Space Theory and Weakened Weak Forms. New Jersey: World Scientific Publishing, 2013
[7]
Liu G R. An overview on meshfree methods: for computational solid mechanics. International Journal of Computational Methods, 2016, 13(05): 1630001
CrossRef Google scholar
[8]
Liu G R, Nguyen-Thoi T. Smoothed Finite Element Methods. Boca Raton: CRC Press, 2010
[9]
Liu G R, Zhang G Y, Dai K Y, Wang Y Y, Zhong Z H, Li G Y, Han X. A linearly conforming point interpolation method (LC-PIM) for 2D solid mechanics problems. International Journal of Computational Methods, 2005, 2(4): 645–665
CrossRef Google scholar
[10]
Zhang G Y, Liu G R, Wang Y Y, Huang H T, Zhong Z H, Li G Y, Han X. A linearly conforming point interpolation method (LC-PIM) for three-dimensional elasticity problems. International Journal for Numerical Methods in Engineering, 2007, 72(13): 1524–1543
CrossRef Google scholar
[11]
Liu G R, Zhang G Y. Upper bound solution to elasticity problems: a unique property of the linearly conforming point interpolation method (LC-PIM). International Journal for Numerical Methods in Engineering, 2008, 74(7): 1128–1161
CrossRef Google scholar
[12]
Liu G R, Dai K Y, Nguyen-Thoi T. A smoothed finite element method for mechanics problems. Computational Mechanics, 2007, 39(6): 859–877
CrossRef Google scholar
[13]
Liu G R, Nguyen T T, Dai K Y, Lam K Y. Theoretical aspects of the smoothed finite element method (SFEM). International Journal for Numerical Methods in Engineering, 2007, 71(8): 902–930
CrossRef Google scholar
[14]
Dai K Y, Liu G R. Free and forced vibration analysis using the smoothed finite element method (SFEM). Journal of Sound and Vibration, 2007, 301(3–5): 803–820
CrossRef Google scholar
[15]
Dai K Y, Liu G R, Nguyen-Thoi T. An n-sided polygonal smoothed finite element method (nSFEM) for solid mechanics. Finite Elements in Analysis and Design, 2007, 43(11–12): 847–860
CrossRef Google scholar
[16]
Nguyen-Thoi T, Liu G R, Dai K Y, Lam K Y. Selective smoothed finite element method. Tsinghua Science and Technology, 2007, 12(5): 497–508
CrossRef Google scholar
[17]
Liu G R. A generalized gradient smoothing technique and the smoothed bilinear form for Galerkin formulation of a wide class of computational methods. International Journal of Computational Methods, 2008, 5(2): 199–236
CrossRef Google scholar
[18]
Liu G R, Nguyen-Thoi T, Lam K Y. A novel alpha finite element method (αFEM) for exact solution to mechanics problems using triangular and tetrahedral elements. Computer Methods in Applied Mechanics and Engineering, 2008, 197(45–48): 3883–3897
CrossRef Google scholar
[19]
Cui X Y, Liu G R, Li G Y, Zhao X, Nguyen T T, Sun G Y. A smoothed finite element method (SFEM) for linear and geometrically nonlinear analysis of plates and shells. CMES: Comput Model Eng Sci, 2008, 28: 109–125
[20]
Liu G R, Nguyen-Thoi T, Nguyen-Xuan H, Lam K Y. A node-based smoothed finite element method (NS-FEM) for upper bound solutions to solid mechanics problems. Computers & Structures, 2009, 87(1–2): 14–26
CrossRef Google scholar
[21]
Liu G R, Nguyen-Thoi T, Lam K Y. An edge-based smoothed finite element method (ES-FEM) for static, free and forced vibration analyses of solids. Journal of Sound and Vibration, 2009, 320(4–5): 1100–1130
CrossRef Google scholar
[22]
He Z C, Liu G R, Zhong Z H, Wu S C, Zhang G Y, Cheng A G. An edge-based smoothed finite element method (ES-FEM) for analyzing three-dimensional acoustic problems. Computer Methods in Applied Mechanics and Engineering, 2009, 199(1–4): 20–33
CrossRef Google scholar
[23]
Cui X Y, Liu G R, Li G Y, Zhang G Y, Sun G Y. Analysis of elastic-plastic problems using edge-based smoothed finite element method. International Journal of Pressure Vessels and Piping, 2009, 86(10): 711–718
CrossRef Google scholar
[24]
Nguyen-Thoi T, Liu G R, Vu–Do H C, Nguyen-Xuan H. An edge-based smoothed finite element method for visco-elastoplastic analyses of 2D solids using triangular mesh. Computational Mechanics, 2009, 45(1): 23–44
CrossRef Google scholar
[25]
Liu G R, Nguyen-Xuan H, Nguyen-Thoi T, Xu X. A novel Galerkin-like weakform and a superconvergent alpha finite element method (SαFEM) for mechanics problems using triangular meshes. Journal of Computational Physics, 2009, 228(11): 4055–4087
CrossRef Google scholar
[26]
Liu G R, Nguyen-Thoi T, Lam K Y. A novel FEM by scaling the gradient of strains with factor alpha (αFEM). Computational Mechanics, 2009, 43(3): 369–391
CrossRef Google scholar
[27]
Nguyen-Thoi T, Liu G R, Lam K Y, Zhang G Y. A face-based smoothed finite element method (FS-FEM) for 3D linear and geometrically non-linear solid mechanics problems using 4-node tetrahedral elements. International Journal for Numerical Methods in Engineering, 2009, 78(3): 324–353
CrossRef Google scholar
[28]
Nguyen-Thoi T, Liu G R, Vu-Do H C, Nguyen-Xuan H. A face-based smoothed finite element method (FS-FEM) for visco-elastoplastic analyses of 3D solids using tetrahedral mesh. Computer Methods in Applied Mechanics and Engineering, 2009, 198(41–44): 3479–3498
CrossRef Google scholar
[29]
He Z C, Liu G R, Zhong Z H, Cui X Y, Zhang G Y, Cheng A G. A coupled edge-/face-based smoothed finite element method for structural acoustic problems. Applied Acoustics, 2010, 71(10): 955–964
CrossRef Google scholar
[30]
Zhang Z Q, Yao J, Liu G R. An immersed smoothed finite element method for fluid-structure interaction problems. International Journal of Computational Methods, 2011, 8(4): 747–757
CrossRef Google scholar
[31]
Vu-Bac N, Nguyen-Xuan H, Chen L, Bordas S, Kerfriden P, Simpson R N, Liu G R, Rabczuk T. A node-based smoothed XFEM for fracture mechanics. CMES: Comput Model Eng Sci, 2011, 73: 331–356
[32]
Chen L, Rabczuk T, Bordas S P A, Liu G R, Zeng K Y, Kerfriden P. Extended finite element method with edge-based strain smoothing (ESm-XFEM) for linear elastic crack growth. Computer Methods in Applied Mechanics and Engineering, 2012, 209–212: 250–265
CrossRef Google scholar
[33]
Nguyen-Xuan H, Liu G R. An edge-based smoothed finite element method softened with a bubble function (bES-FEM) for solid mechanics problems. Computers & Structures, 2013, 128: 14–30
CrossRef Google scholar
[34]
Zeng W, Liu G R, Kitamura Y, Nguyen-Xuan H. A three-dimensional ES-FEM for fracture mechanics problems in elastic solids. Engineering Fracture Mechanics, 2013, 114: 127–150
CrossRef Google scholar
[35]
Jiang C, Zhang Z Q, Liu G R, Han X, Zeng W. An edge-based/node-based selective smoothed finite element method using tetrahedrons for cardiovascular tissues. Engineering Analysis with Boundary Elements, 2015, 59: 62–77
CrossRef Google scholar
[36]
Zeng W, Liu G R, Li D, Dong X W. A smoothing technique based beta finite element method (βFEM) for crystal plasticity modeling. Computers & Structures, 2016, 162: 48–67
CrossRef Google scholar
[37]
Chen J S, Wu C T, Yoon S, You Y. A stabilized conforming nodal integration for Galerkin mesh-free methods. International Journal for Numerical Methods in Engineering, 2001, 50(2): 435–466
CrossRef Google scholar
[38]
Liu G R. On G space theory. International Journal of Computational Methods, 2009, 6(2): 257–289
CrossRef Google scholar
[39]
Liu G R, Nguyen-Thoi T, Nguyen-Xuan H, Dai K Y, Lam K Y. On the essence and the evaluation of the shape functions for the smoothed finite element method (SFEM) (Letter to Editor). International Journal for Numerical Methods, 2009, 77: 1863–1869
[40]
Liu G R, Zhang G Y. A normed G space and weakened weak (W2) formulation of a cell-based smoothed point interpolation method. International Journal of Computational Methods, 2009, 6(1): 147–179
CrossRef Google scholar
[41]
Nguyen-Thoi T, Liu G R, Nguyen-Xuan H. Additional properties of the node-based smoothed finite element method (NS-FEM) for solid mechanics problems. International Journal of Computational Methods, 2009, 6(4): 633–666
CrossRef Google scholar
[42]
Nguyen-Thoi T. Development of Smoothed Finite Element Method (SFEM). Dissertation for the Doctoral Degree. Singapore: National University of Singapore, 2009
[43]
Liu G R, Nguyen-Xuan H, Nguyen-Thoi T. A theoretical study on the smoothed FEM (S-FEM) models: properties, accuracy and convergence rates. International Journal for Numerical Methods in Engineering, 2010, 84(10): 1222–1256
CrossRef Google scholar
[44]
Liu G R. A G space theory and a weakened weak (W2) form for a unified formulation of compatible and incompatible methods: Part I theory. International Journal for Numerical Methods in Engineering, 2010, 81: 1093–1126
[45]
Liu G R. A G space theory and a weakened weak (W2) form for a unified formulation of compatible and incompatible methods: Part II applications to solid mechanics problems. International Journal for Numerical Methods in Engineering, 2010, 81: 1127–1156
[46]
Nguyen-Xuan H, Nguyen H V, Bordas S, Rabczuk T, Duflot M. A cell-based smoothed finite element method for three dimensional solid structures. KSCE Journal of Civil Engineering, 2012, 16(7): 1230–1242
CrossRef Google scholar
[47]
He Z C, Li G Y, Zhong Z H, Cheng A G, Zhang G Y, Liu G R, Li E, Zhou Z. An edge-based smoothed tetrahedron finite element method (ES-T-FEM) for 3D static and dynamic problems. Computational Mechanics, 2013, 52(1): 221–236
CrossRef Google scholar
[48]
Nguyen-Thanh N, Rabczuk T, Nguyen-Xuan H, Bordas S P A. An alternative alpha finite element method (AαFEM) for free and forced structural vibration using triangular meshes. Journal of Computational and Applied Mathematics, 2010, 233(9): 2112–2135
CrossRef Google scholar
[49]
Liu G R, Nguyen-Xuan H, Nguyen-Thoi T. A variationally consistent αFEM (VCαFEM) for solution bounds and nearly exact solution to solid mechanics problems using quadrilateral elements. International Journal for Numerical Methods in Engineering, 2011, 85(4): 461–497
CrossRef Google scholar
[50]
Cui X Y, Li G Y, Zheng G, Wu S Z. NS-FEM/ES-FEM for contact problems in metal forming analysis. International Journal of Material Forming, 2010, 3(S1): 887–890
CrossRef Google scholar
[51]
Li Y, Liu G R, Zhang G Y. An adaptive NS/ES-FEM approach for 2D contact problems using triangular elements. Finite Elements in Analysis and Design, 2011, 47(3): 256–275
CrossRef Google scholar
[52]
Xu X, Gu Y T, Liu G R. A hybrid smoothed finite element method (H-SFEM) to solid mechanics problems. International Journal of Computational Methods, 2013, 10(01): 1340011
CrossRef Google scholar
[53]
Zhao X, Bordas S P A, Qu J. A hybrid smoothed extended finite element/level set method for modeling equilibrium shapes of nano-inhomogeneities. Computational Mechanics, 2013, 52(6): 1417–1428
CrossRef Google scholar
[54]
Wu F, Liu G R, Li G Y, He Z C. A new hybrid smoothed FEM for static and free vibration analyses of Reissner-Mindlin Plates. Computational Mechanics, 2014, 54(3): 865–890
CrossRef Google scholar
[55]
Cui X Y, Chang S, Li G Y. A two-step Taylor Galerkin smoothed finite element method for Lagrangian dynamic problem. International Journal of Computational Methods, 2015, 12(04): 1540004
CrossRef Google scholar
[56]
Li E, He Z C, Xu X, Liu G R, Gu Y T. A three-dimensional hybrid smoothed finite element method (H-SFEM) for nonlinear solid mechanics problems. Acta Mechanica, 2015, 226(12): 4223–4245
CrossRef Google scholar
[57]
Lee K, Son Y, Im S. Three-dimensional variable-node elements based upon CS-FEM for elastic-plastic analysis. Computers & Structures, 2015, 158: 308–332
CrossRef Google scholar
[58]
Li Y, Zhang G Y, Liu G R, Huang Y N, Zong Z. A contact analysis approach based on linear complementarity formulation using smoothed finite element methods. Engineering Analysis with Boundary Elements, 2013, 37(10): 1244–1258
CrossRef Google scholar
[59]
Cui X Y, Li G Y. Metal forming analysis using the edge-based smoothed finite element method. Finite Elements in Analysis and Design, 2013, 63: 33–41
CrossRef Google scholar
[60]
Zeng W, Larsen J M, Liu G R. Smoothing technique based crystal plasticity finite element modeling of crystalline materials. International Journal of Plasticity, 2015, 65: 250–268
CrossRef Google scholar
[61]
Cui X Y, Liu G R, Li G Y, Zhang G Y, Zheng G. Analysis of plates and shells using an edge-based smoothed finite element method. Computational Mechanics, 2010, 45(2–3): 141–156
CrossRef Google scholar
[62]
Nguyen-Xuan H, Liu G R, Thai-Hoang C, Nguyen-Thoi T. An edge-based smoothed finite element method (ES-FEM) with stabilized discrete shear gap technique for analysis of Reissner-Mindlin plates. Computer Methods in Applied Mechanics and Engineering, 2010, 199(9–12): 471–489
CrossRef Google scholar
[63]
Zhang Z Q, Liu G R. An edge-based smoothed finite element method (ES-FEM) using 3-node triangular elements for 3D non-linear analysis of spatial membrane structures. International Journal for Numerical Methods, 2011, 86(2): 135–154
[64]
Baiz P M, Natarajan S, Bordas S P A, Kerfriden P, Rabczuk T. Linear buckling analysis of cracked plates by SFEM and XFEM. Journal of Mechanics of Materials and Structures, 2011, 6(9–10): 1213–1238
CrossRef Google scholar
[65]
Zheng G, Cui X, Li G, Wu S. An edge-based smoothed triangle element for non-linear explicit dynamic analysis of shells. Computational Mechanics, 2011, 48(1): 65–80
CrossRef Google scholar
[66]
Wu C T, Wang H P. An enhanced cell-based smoothed finite element method for the analysis of Reissner-Mindlin plate bending problems involving distorted mesh. International Journal for Numerical Methods in Engineering, 2013, 95(4): 288–312
CrossRef Google scholar
[67]
Nguyen-Thoi T, Bui-Xuan T, Phung-Van P, Nguyen-Hoang S, Nguyen-Xuan H. An edge-based smoothed three-node Mindlin plate element (ES-MIN3) for static and free vibration analyses of plates. KSCE Journal of Civil Engineering, 2014, 18(4): 1072–1082
CrossRef Google scholar
[68]
Luong-Van H, Nguyen-Thoi T, Liu G R, Phung-Van P. A cell-based smoothed finite element method using three-node shear-locking free Mindlin plate element (CS-FEM-MIN3) for dynamic response of laminated composite plates on viscoelastic foundation. Engineering Analysis with Boundary Elements, 2014, 42: 8–19
CrossRef Google scholar
[69]
Élie-Dit-Cosaque X J, Gakwaya A, Naceur H. Smoothed finite element method implemented in a resultant eight-node solid-shell element for geometrical linear analysis. Computational Mechanics, 2015, 55(1): 105–126
CrossRef Google scholar
[70]
Phung-Van P, Nguyen-Thoi T, Bui-Xuan T, Lieu-Xuan Q. A cell-based smoothed three-node Mindlin plate element (CS-FEM-MIN3) based on the C 0-type higher-order shear deformation for geometrically nonlinear analysis of laminated composite plates. Computational Materials Science, 2015, 96: 549–558
CrossRef Google scholar
[71]
Nguyen-Thoi T, Rabczuk T, Ho-Huu V, Le-Anh L, Dang-Trung H, Vo-Duy T. An extended cell-based smoothed three-node Mindlin plate element (XCS-MIN3) for free vibration analysis of cracked FGM plates. International Journal of Computational Methods, 2016, 2016: 1750011
[72]
Cui X Y, Liu G R, Li G Y. Bending and vibration responses of laminated composite plates using an edge-based smoothing technique. Engineering Analysis with Boundary Elements, 2011, 35(6): 818–826
CrossRef Google scholar
[73]
Herath M T, Natarajan S, Prusty B G, John N S. Smoothed finite element and genetic algorithm based optimization for shape adaptive composite marine propellers. Composite Structures, 2014, 109: 189–197
CrossRef Google scholar
[74]
Li E, Zhang Z, Chang C C, Liu G R, Li Q. Numerical homogenization for incompressible materials using selective smoothed finite element method. Composite Structures, 2015, 123: 216–232
CrossRef Google scholar
[75]
Tran T N, Liu G R, Nguyen-Xuan H, Nguyen-Thoi T. An edge-based smoothed finite element method for primal-dual shakedown analysis of structures. International Journal for Numerical Methods in Engineering, 2010, 82(7): 917–938
[76]
Nguyen-Xuan H, Rabczuk T. Adaptive selective ES-FEM limit analysis of cracked plane-strain structures. Frontiers of Structural and Civil Engineering, 2015, 9(4): 478–490
CrossRef Google scholar
[77]
Chen L, Liu G R, Nourbakhsh N, Zeng K. A singular edge-based smoothed finite element method (ES-FEM) for bimaterial interface cracks. Computational Mechanics, 2010, 45(2–3): 109–125
CrossRef Google scholar
[78]
Liu G R, Chen L, Nguyen T-Thoi K, Zeng G Y, Zhang. A novel singular node-based smoothed finite element method (NS-FEM) for upper bound solutions of fracture problems. International Journal for Numerical Methods in Engineering, 2010, 83(11): 1466–1497
CrossRef Google scholar
[79]
Liu G R, Nourbakhshnia N, Chen L, Zhang Y W. A novel general formulation for singular stress field using the ES-FEM method for the analysis of mixed-mode cracks. International Journal of Computational Methods, 2010, 7(1): 191–214
CrossRef Google scholar
[80]
Liu G R, Nourbakhshnia N, Zhang Y W. A novel singular ES-FEM method for simulating singular stress fields near the crack tips for linear fracture problems. Engineering Fracture Mechanics, 2011, 78(6): 863–876
CrossRef Google scholar
[81]
Nourbakhshnia N, Liu G R. A quasi-static crack growth simulation based on the singular ES-FEM. International Journal for Numerical Methods in Engineering, 2011, 88(5): 473–492
CrossRef Google scholar
[82]
Chen L, Liu G R, Jiang Y, Zeng K, Zhang J. A singular edge-based smoothed finite element method (ES-FEM) for crack analyses in anisotropic media. Engineering Fracture Mechanics, 2011, 78(1): 85–109
CrossRef Google scholar
[83]
Jiang Y, Liu G R, Zhang Y W, Chen L, Tay T E. A singular ES-FEM for plastic fracture mechanics. Computer Methods in Applied Mechanics and Engineering, 2011, 200(45–46): 2943–2955
CrossRef Google scholar
[84]
Chen L, Liu G R, Zeng K, Zhang J. A novel variable power singular element in G space with strain smoothing for bi-material fracture analyses. Engineering Analysis with Boundary Elements, 2011, 35(12): 1303–1317
CrossRef Google scholar
[85]
Chen L, Liu G R, Zeng K. A combined extended and edge-based smoothed finite element method (ES-XFEM) for fracture analysis of 2D elasticity. International Journal of Computational Methods, 2011, 8(4): 773–786
CrossRef Google scholar
[86]
Nourbakhshnia N, Liu G R. Fatigue analysis using the singular ES-FEM. International Journal of Fatigue, 2012, 40: 105–111
CrossRef Google scholar
[87]
Nguyen-Xuan H, Liu G R, Nourbakhshnia N, Chen L. A novel singular ES-FEM for crack growth simulation. Engineering Fracture Mechanics, 2012, 84: 41–66
CrossRef Google scholar
[88]
Liu P, Bui T Q, Zhang C, Yu T T, Liu G R, Golub M V. The singular edge-based smoothed finite element method for stationary dynamic crack problems in 2D elastic solids. Computer Methods in Applied Mechanics and Engineering, 2012, 233–236: 68–80
CrossRef Google scholar
[89]
Jiang Y, Tay T E, Chen L, Sun X S. An edge-based smoothed XFEM for fracture in composite materials. International Journal of Fracture, 2013, 179(1–2):179–199
[90]
Nguyen-Xuan H, Liu G R, Bordas S, Natarajan S, Rabczuk T. An adaptive singular ES-FEM for mechanics problems with singular field of arbitrary order. Computer Methods in Applied Mechanics and Engineering, 2013, 253: 252–273
CrossRef Google scholar
[91]
Vu-Bac N, Nguyen-Xuan H, Chen L, Lee C K, Zi G, Zhuang X, Liu G R, Rabczuk T. A phantom-node method with edge-based strain smoothing for linear elastic fracture mechanics. Journal of Applied Mathematics, 2013, 2013: 1
CrossRef Google scholar
[92]
Liu G R, Chen L, Li M. S-FEM for fracture problems, theory, formulation and application. International Journal of Computational Methods, 2014, 11(03): 1343003
CrossRef Google scholar
[93]
Jiki P N, Agber J U. Damage evaluation in gap tubular truss ‘K’ bridge joints using SFEM. Journal of Constructional Steel Research, 2014, 93: 135–142
CrossRef Google scholar
[94]
Jiang Y, Tay T E, Chen L, Zhang Y W. Extended finite element method coupled with face-based strain smoothing technique for three-dimensional fracture problems. International Journal for Numerical Methods in Engineering, 2015, 102(13): 1894–1916
CrossRef Google scholar
[95]
Zeng W, Liu G R, Jiang C, Dong X W, Chen H D, Bao Y, Jiang Y. An effective fracture analysis method based on the virtual crack closure-integral technique implemented in CS-FEM. Applied Mathematical Modelling, 2016, 40(5–6): 3783–3800
CrossRef Google scholar
[96]
Chen H, Wang Q, Liu G R, Wang Y, Sun J. Simulation of thermoelastic crack problems using singular edge-based smoothed finite element method. International Journal of Mechanical Sciences, 2016, 115–116: 123–134
CrossRef Google scholar
[97]
Wu L, Liu P, Shi C, Zhang Z, Bui T Q, Jiao D. Edge-based smoothed extended finite element method for dynamic fracture analysis. Applied Mathematical Modelling, 2016, 40(19–20): 8564–8579
CrossRef Google scholar
[98]
Liu G R, Zeng W, Nguyen-Xuan H. Generalized stochastic cell-based smoothed finite element method (GS_CS-FEM) for solid mechanics. Finite Elements in Analysis and Design, 2013, 63: 51–61
CrossRef Google scholar
[99]
Hu X B, Cui X Y, Feng H, Li G Y. Stochastic analysis using the generalized perturbation stable node-based smoothed finite element method. Engineering Analysis with Boundary Elements, 2016, 70: 40–55
CrossRef Google scholar
[100]
Zhang Z Q, Liu G R. Temporal stabilization of the node-based smoothed finite element method and solution bound of linear elastostatics and vibration problems. Computational Mechanics, 2010, 46(2): 229–246
CrossRef Google scholar
[101]
Zhang Z Q, Liu G R. Upper and lower bounds for natural frequencies: a property of the smoothed finite element methods. International Journal for Numerical Methods in Engineering, 2010, 84(2): 149–178
CrossRef Google scholar
[102]
Wang L, Han D, Liu G R, Cui X. Free vibration analysis of double-walled carbon nanotubes using the smoothed finite element method. International Journal of Computational Methods, 2011, 8(4): 879–890
CrossRef Google scholar
[103]
He Z, Li G, Zhong Z, Cheng A, Zhang G, Li E. An improved modal analysis for three-dimensional problems using face-based smoothed finite element method. Acta Mechanica Solida Sinica, 2013, 26(2): 140–150
CrossRef Google scholar
[104]
Cui X Y, Li G Y, Liu G R. An explicit smoothed finite element method (SFEM) for elastic dynamic problems. International Journal of Computational Methods, 2013, 10(1): 1340002
CrossRef Google scholar
[105]
Nguyen-Thoi T, Phung-Van P, Rabczuk T, Nguyen-Xuan H, Le-Van C. Free and forced vibration analysis using the n-sided polygonal cell-based smoothed finite element method (nCS-FEM). International Journal of Computational Methods, 2013, 10(01): 1340008
CrossRef Google scholar
[106]
Feng H, Cui X Y, Li G Y, Feng S Z. A temporal stable node-based smoothed finite element method for three-dimensional elasticity problems. Computational Mechanics, 2014, 53(5): 859–876
CrossRef Google scholar
[107]
Yang G, Hu D, Ma G, Wan D. A novel integration scheme for solution of consistent mass matrix in free and forced vibration analysis. Meccanica, 2016, 51(8): 1897–1911
CrossRef Google scholar
[108]
Cui X Y, Hu X, Li G Y, Liu G R. A modified smoothed finite element method for static and free vibration analysis of solid mechanics. International Journal of Computational Methods, 2016, 13(6), 1650043
CrossRef Google scholar
[109]
He Z C, Liu G R, Zhong Z H, Zhang G Y, Cheng A G. Dispersion free analysis of acoustic problems using the alpha finite element method. Computational Mechanics, 2010, 46(6): 867–881
CrossRef Google scholar
[110]
He Z C, Liu G R, Zhong Z H, Zhang G Y, Cheng A G. Coupled analysis of 3D structural–acoustic problems using the edge-based smoothed finite element method/finite element method. Finite Elements in Analysis and Design, 2010, 46(12): 1114–1121
CrossRef Google scholar
[111]
Yao L Y, Yu D J, Cui X Y, Zang X G. Numerical treatment of acoustic problems with the smoothed finite element method. Applied Acoustics, 2010, 71(8): 743–753
CrossRef Google scholar
[112]
He Z C, Cheng A G, Zhang G Y, Zhong Z H, Liu G R. Dispersion error reduction for acoustic problems using the edge‐based smoothed finite element method (ES-FEM). International Journal for Numerical Methods in Engineering, 2011, 86(11): 1322–1338
CrossRef Google scholar
[113]
He Z C, Li G Y, Zhong Z H, Cheng A G, Zhang G Y, Li E, Liu G R. An ES-FEM for accurate analysis of 3D mid-frequency acoustics using tetrahedron mesh. Computers & Structures, 2012, 106–107: 125–134
CrossRef Google scholar
[114]
Li W, Chai Y, Lei M, Liu G R. Analysis of coupled structural-acoustic problems based on the smoothed finite element method (S-FEM). Engineering Analysis with Boundary Elements, 2014, 42: 84–91
CrossRef Google scholar
[115]
Li E, He Z C, Xu X, Liu G R. Hybrid smoothed finite element method for acoustic problems. Computer Methods in Applied Mechanics and Engineering, 2015, 283: 664–688
CrossRef Google scholar
[116]
He Z C, Li G Y, Liu G R, Cheng A G, Li E. Numerical investigation of ES-FEM with various mass re-distribution for acoustic problems. Applied Acoustics, 2015, 89: 222–233
CrossRef Google scholar
[117]
Wu F, Liu G R, Li G Y, Cheng A G, He Z C, Hu Z H. A novel hybrid FS‐FEM/SEA for the analysis of vibro-acoustic problems. International Journal for Numerical Methods in Engineering, 2015, 102(12): 1815–1829
CrossRef Google scholar
[118]
He Z, Li G, Zhang G, Liu G R, Gu Y, Li E. Acoustic analysis using a mass-redistributed smoothed finite element method with quadrilateral mesh. Engineering Computation, 2015, 32(8): 2292–2317
CrossRef Google scholar
[119]
He Z C, Li E, Li G Y, Wu F, Liu G R, Nie X. Acoustic simulation using α-FEM with a general approach for reducing dispersion error. Engineering Analysis with Boundary Elements, 2015, 61: 241–253
CrossRef Google scholar
[120]
Wang G, Cui X Y, Feng H, Li G Y. A stable node-based smoothed finite element method for acoustic problems. Computer Methods in Applied Mechanics and Engineering, 2015, 297: 348–370
CrossRef Google scholar
[121]
Wang G, Cui X Y, Liang Z M, Li G Y. A coupled smoothed finite element method (S-FEM) for structural-acoustic analysis of shells. Engineering Analysis with Boundary Elements, 2015, 61: 207–217
CrossRef Google scholar
[122]
Chai Y, Li W, Gong Z, Li T. Hybrid smoothed finite element method for two-dimensional underwater acoustic scattering problems. Ocean Engineering, 2016, 116: 129–141
CrossRef Google scholar
[123]
Chai Y, Li W, Gong Z, Li T. Hybrid smoothed finite element method for two dimensional acoustic radiation problems. Appl Acoust., 2016, 103: 90–101
[124]
Wu F, He Z C, Liu G R, Li G Y, Cheng A G. A novel hybrid ES-FE-SEA for mid-frequency prediction of Transmission losses in complex acoustic systems. Applied Acoustics, 2016, 111: 198–204
CrossRef Google scholar
[125]
Kumar V, Metha R. Impact simulations using smoothed finite element method. International Journal of Computational Methods, 2013, 10(4): 1350012
CrossRef Google scholar
[126]
Nguyen-Thoi T, Liu G R, Nguyen-Xuan H, Nguyen-Tran C. Adaptive analysis using the node-based smoothed finite element method (NS-FEM). International Journal for Numerical Methods in Biomedical Engineering, 2011, 27(2): 198–218
CrossRef Google scholar
[127]
Nguyen-Xuan H, Wu C T, Liu G R. An adaptive selective ES-FEM for plastic collapse analysis. European Journal of Mechanics-A/Solids, 2016, 58: 278–290
CrossRef Google scholar
[128]
Kazemzadeh-Parsi M J, Daneshmand F. Solution of geometric inverse heat conduction problems by smoothed fixed grid finite element method. Finite Elements in Analysis and Design, 2009, 45(10): 599–611
CrossRef Google scholar
[129]
Li E, Liu G R, Tan V. Simulation of hyperthermia treatment using the edge-based smoothed finite-element method. Numerical Heat Transfer, 2010, 57(11): 822–847
CrossRef Google scholar
[130]
Li E, Liu G R, Tan V, He Z C. An efficient algorithm for phase change problem in tumor treatment using αFEM. International Journal of Thermal Sciences, 2010, 49(10): 1954–1967
CrossRef Google scholar
[131]
Kumar V. Smoothed finite element methods for thermo-mechanical impact problems. International Journal of Computational Methods, 2013, 10(1): 1340010
CrossRef Google scholar
[132]
Xue B Y, Wu S C, Zhang W H, Liu G R. A smoothed FEM (S-FEM) for heat transfer problems. International Journal of Computational Methods, 2013, 10(1): 1340001
CrossRef Google scholar
[133]
Feng S Z, Cui X Y, Li G Y. Analysis of transient thermo-elastic problems using edge-based smoothed finite element method. International Journal of Thermal Sciences, 2013, 65: 127–135
CrossRef Google scholar
[134]
Feng S Z, Cui X Y, Li G Y, Feng H, Xu F X. Thermo-mechanical analysis of functionally graded cylindrical vessels using edge-based smoothed finite element method. International Journal of Pressure Vessels and Piping, 2013, 111–112: 302–309
CrossRef Google scholar
[135]
Feng S Z, Cui X Y, Li G Y. Transient thermal mechanical analyses using a face-based smoothed finite element method (FS-FEM). International Journal of Thermal Sciences, 2013, 74: 95–103
CrossRef Google scholar
[136]
Li E, He Z C, Xu X. An edge-based smoothed tetrahedron finite element method (ES-T-FEM) for thermomechanical problems. International Journal of Heat and Mass Transfer, 2013, 66: 723–732
CrossRef Google scholar
[137]
Feng S, Cui X, Li G. Thermo-mechanical analyses of composite structures using face-based smoothed finite element method. International Journal of Applied Mechanics, 2014, 6(2): 1450020
CrossRef Google scholar
[138]
Li E, Zhang Z, He Z C, Xu X, Liu G R, Li Q. Smoothed finite element method with exact solutions in heat transfer problems. International Journal of Heat and Mass Transfer, 2014, 78: 1219–1231
CrossRef Google scholar
[139]
Feng S, Cui X, Li G. Thermo-mechanical analysis of composite pressure vessels using edge-based smoothed finite element method. International Journal of Computational Methods, 2014, 11(6): 1350089
CrossRef Google scholar
[140]
Cui X Y, Li Z C, Feng H, Feng S Z. Steady and transient heat transfer analysis using a stable node-based smoothed finite element method. International Journal of Thermal Sciences, 2016, 110: 12–25
CrossRef Google scholar
[141]
Nguyen-Xuan H, Liu G R, Nguyen-Thoi T, Nguyen-Tran C. An edge-based smoothed finite element method for analysis of two-dimensional piezoelectric structures. Smart Materials and Structures, 2009, 18(6): 065015
CrossRef Google scholar
[142]
Olyaie M S, Razfar M R, Kansa E J. Reliability based topology optimization of a linear piezoelectric micromotor using the cell-based smoothed finite element method. Computer Modeling in Engineering & Sciences, 2011, 75(1): 43–87
[143]
Olyaie M S, Razfar M R, Wang S, Kansa E J. Topology optimization of a linear piezoelectric micromotor using the smoothed finite element method. Computer Modeling in Engineering & Sciences, 2011, 82(1): 55–81
[144]
Chen L, Zhang Y W, Liu G R, Nguyen-Xuan H, Zhang Z Q. A stabilized finite element method for certified solution with bounds in static and frequency analyses of piezoelectric structures. Computer Methods in Applied Mechanics and Engineering, 2012, 241–244: 65–81
CrossRef Google scholar
[145]
Li E, He Z C, Chen L, Li B, Xu X, Liu G R. An ultra-accurate hybrid smoothed finite element method for piezoelectric problem. Engineering Analysis with Boundary Elements, 2015, 50: 188–197
CrossRef Google scholar
[146]
Atia K S R, Heikal A M, Obayya S S A. Efficient smoothed finite element time domain analysis for photonic devices. Optics Express, 2015, 23(17): 22199–22213
CrossRef Google scholar
[147]
He Z C, Liu G R, Zhong Z H, Zhang G Y, Cheng A G. A coupled ES-FEM/BEM method for fluid-structure interaction problems. Engineering Analysis with Boundary Elements, 2011, 35(1): 140–147
CrossRef Google scholar
[148]
Zhang Z Q, Liu G R, Khoo B C. Immersed smoothed finite element method for two dimensional fluid-structure interaction problems. International Journal for Numerical Methods in Engineering, 2012, 90(10): 1292–1320
CrossRef Google scholar
[149]
Yao J, Liu G R, Narmoneva D A, Hinton R B, Zhang Z Q. Immersed smoothed finite element method for fluid-structure interaction simulation of aortic valves. Computational Mechanics, 2012, 50(6): 789–804
CrossRef Google scholar
[150]
Zhang Z Q, Liu G R, Khoo B C. A three dimensional immersed smoothed finite element method (3D IS-FEM) for fluid-structure interaction problems. Computational Mechanics, 2013, 51(2): 129–150
CrossRef Google scholar
[151]
Nguyen-Thoi T, Phung-Van P, Rabczuk T, Nguyen-Xuan H, Le-Van C. An application of the ES-FEM in solid domain for dynamic analysis of 2D fluid–solid interaction problems. International Journal of Computational Methods, 2013, 10(1): 1340003
CrossRef Google scholar
[152]
Wang S, Khoo B C, Liu G R, Xu G X, Chen L. Coupling GSM/ALE with ES-FEM-T3 for fluid-deformable structure interactions. Journal of Computational Physics, 2014, 276: 315–340
CrossRef Google scholar
[153]
Nguyen-Thoi T, Phung-Van P, Nguyen-Hoang S, Lieu-Xuan Q (2014) A smoothed coupled NS/nES-FEM for dynamic analysis of 2D fluid-solid interaction problems.
[154]
He T. On a partitioned strong coupling algorithm for modeling fluid-structure interaction. International Journal of Applied Mechanics, 2015, 7(2): 1550021
CrossRef Google scholar
[155]
He T. Semi-implicit coupling of CS-FEM and FEM for the interaction between a geometrically nonlinear solid and an incompressible fluid. International Journal of Computational Methods, 2015, 12(5): 1550025
CrossRef Google scholar
[156]
Zhang Z Q, Liu G R. Solution bound and nearly exact solution to nonlinear solid mechanics problems based on the smoothed FEM concept. Engineering Analysis with Boundary Elements, 2014, 42: 99–114
CrossRef Google scholar
[157]
Jiang C, Zhang Z Q, Han X, Liu G R. Selective smoothed finite element methods for extremely large deformation of anisotropic incompressible bio-tissues. International Journal for Numerical Methods in Engineering, 2014, 99(8): 587–610
CrossRef Google scholar
[158]
Onishi Y, Amaya K. A locking-free selective smoothed finite element method using tetrahedral and triangular elements with adaptive mesh rezoning for large deformation problems. International Journal for Numerical Methods in Engineering, 2014, 99(5): 354–371
CrossRef Google scholar
[159]
Jiang C, Liu G R, Han X, Zhang Z Q, Zeng W. A smoothed finite element method for analysis of anisotropic large deformation of passive rabbit ventricles in diastole. International Journal for Numerical Methods in Biomedical Engineering, 2015, 31(1): 1–25
CrossRef Google scholar
[160]
Onishi Y, Iida R, Amaya K. F-bar aided edge-based smoothed finite element method using tetrahedral elements for finite deformation analysis of nearly incompressible solids. International Journal for Numerical Methods in Engineering, 2015, 109: 771–773
CrossRef Google scholar
[161]
Li E, Chen J, Zhang Z, Fang J, Liu G R, Li Q. Smoothed finite element method for analysis of multi-layered systems‐Applications in biomaterials. Computers & Structures, 2016, 168: 16–29
CrossRef Google scholar
[162]
Li E, Liao W H. An efficient finite element algorithm in elastography. International Journal of Applied Mechanics, 2016, 8(3): 1650037
CrossRef Google scholar
[163]
Niu R P, Liu G R, Yue J H. Development of a software package of smoothed finite element method (S-FEM) for solid mechanics problems. International Journal of Computational Methods, 2018, 15(3): 1845004
CrossRef Google scholar
[164]
Jiang C, Han X, Zhang Z Q, Liu G R, Gao G J. A locking-free face-based S-FEM via averaging nodal pressure using 4-nodes tetrahedrons for 3D explicit dynamics and quasi-statics. International Journal of Computational Methods, 2018, 15(6): 1850043
CrossRef Google scholar
[165]
Yue J, Liu G R, Li M, Niu R. A cell-based smoothed finite element method for multi-body contact analysis using linear complementarity formulation. International Journal of Solids and Structures, 2018, 141–142: 110–126
CrossRef Google scholar
[166]
Du C F, Zhang D G, Li L, Liu G R. A node-based smoothed point interpolation method for dynamic analysis of rotating flexible beams. Chinese Journal of Theoretical and Applied Mechanics, 2018, 34(2): 409–420
CrossRef Google scholar
[167]
Zeng W, Liu G R. Smoothed finite element methods (S-FEM): an overview and recent developments. Archives of Computational Methods in Engineering, 2018, 25(2): 397–435
CrossRef Google scholar
[168]
Li Y H, Li M, Liu G R. A novel alpha smoothed finite element method for ultra-accurate solution using quadrilateral elements. International Journal of Computational Methods, 2018, 15(3): 1845008
CrossRef Google scholar
[169]
Rong X, Niu R, Liu G. Stability analysis of smoothed finite element methods with explicit method for transient heat transfer problems. International Journal of Computational Methods, 2018, 15(3): 1845005
CrossRef Google scholar
[170]
Zhang J F, Niu R P, Zhang Y F, Wang C Q, Li M, Liu G R. Development of SFEM-Pre: a novel preprocessor for model creation for the smoothed finite element method. International Journal of Computational Methods, 2018, 15(1): 1845002
CrossRef Google scholar
[171]
Jiang C, Zhang Z Q, Han X, Liu G, Lin T. A cell-based smoothed finite element method with semi-implicit CBS procedures for incompressible laminar viscous flows. International Journal for Numerical Methods in Fluids, 2018, 86(1): 20–45
CrossRef Google scholar
[172]
Wu F, Zeng W, Yao L Y, Liu G R. A generalized probabilistic edge-based smoothed finite element method for elastostatic analysis of Reissner-Mindlin plates. Applied Mathematical Modelling, 2018, 53: 333–352
CrossRef Google scholar
[173]
Nguyen-Thoi T, Bui-Xuan T, Liu G R, Vo-Duy T. Static and free vibration analysis of stiffened flat shells by a cell-based smoothed discrete shear gap method (CS-FEM-DSG3) using three-node triangular elements. International Journal of Computational Methods, 2018, 15(6): 1850056
CrossRef Google scholar
[174]
Bhowmick S, Liu G R. On singular ES-FEM for fracture analysis of solids with singular stress fields of arbitrary order. Engineering Analysis with Boundary Elements, 2018, 86: 64–81
CrossRef Google scholar
[175]
Jiang C, Han X, Liu G R, Zhang Z Q, Yang G, Gao G J. Smoothed finite element methods (S-FEMs) with polynomial pressure projection (P3) for incompressible solids. Engineering Analysis with Boundary Elements, 2017, 84: 253–269
CrossRef Google scholar
[176]
Liu G R, Chen M, Li M. Lower bound of vibration modes using the node-based smoothed finite element method (NS-FEM). International Journal of Computational Methods, 2017, 14(4): 1750036
CrossRef Google scholar
[177]
Du C F, Zhang D G, Liu G R. A cell-based smoothed finite element method for free vibration analysis of a rotating plate. International Journal of Computational Methods, 2017, 14(5): 1840003
CrossRef Google scholar
[178]
Chai Y, Li W, Liu G R, Gong Z, Li T. A superconvergent alpha finite element method (SαFEM) for static and free vibration analysis of shell structures. Computers & Structures, 2017, 179: 27–47
CrossRef Google scholar
[179]
Li Y, Yue J H, Niu R P, Liu G R. Automatic mesh generation for 3D smoothed finite element method (S-FEM) based on the weaken-weak formulation. Advances in Engineering Software, 2016, 99: 111–120
CrossRef Google scholar
[180]
Yue J H, Li M, Liu G R, Niu R P. Proofs of the stability and convergence of a weakened weak method using PIM shape functions. Computers & Mathematics with Applications, 2016, 72(4): 933–951
CrossRef Google scholar
[181]
Chen M, Li M, Liu G R. Mathematical basis of g spaces. International Journal of Computational Methods, 2016, 13(4): 1641007
CrossRef Google scholar
[182]
Tootoonchi A, Khoshghalb A, Liu G R, Khalili N. A cell-based smoothed point interpolation method for flow-deformation analysis of saturated porous media. Computers and Geotechnics, 2016, 75: 159–173
CrossRef Google scholar
[183]
Liu G R. On partitions of unity property of nodal shape functions: rigid-body-movement reproduction and mass conservation. International Journal of Computational Methods, 2016, 13(02): 1640003
CrossRef Google scholar
[184]
He Z C, Zhang G Y, Deng L, Li E, Liu G R. Topology optimization using node-based smoothed finite element method. International Journal of Applied Mechanics, 2015, 7(06): 1550085
CrossRef Google scholar
[185]
Nguyen-Xuan H, Liu G R. An edge-based finite element method (ES-FEM) with adaptive scaled-bubble functions for plane strain limit analysis. Computer Methods in Applied Mechanics and Engineering, 2015, 285: 877–905
CrossRef Google scholar
[186]
Wu C T, Hu W, Liu G R. Bubble-enhanced smoothed finite element formulation: a variational multi-scale approach for volume-constrained problems in two-dimensional linear elasticity. International Journal for Numerical Methods in Engineering, 2014, 100(5): 374–398
CrossRef Google scholar
[187]
Jiang C, Zhang Z Q, Han X, Liu G R. Selective smoothed finite element methods for extremely large deformation of anisotropic incompressible bio-tissues. International Journal for Numerical Methods in Engineering, 2014, 99(8): 587–610
CrossRef Google scholar
[188]
Wu F, Liu G R, Li G Y, Liu Y J, He Z C. A coupled ES-BEM and FM-BEM for structural acoustic problems. Noise Control Engineering Journal, 2014, 62(4): 196–209
CrossRef Google scholar
[189]
Hu D, Wang Y, Liu G R, Li T, Han X, Gu Y T. A sub-domain smoothed Galerkin method for solid mechanics problems. International Journal for Numerical Methods in Engineering, 2014, 98(11): 781–798
CrossRef Google scholar
[190]
Li Y, Li M, Liu G R. A modified triangulation algorithm tailored for the smoothed finite element method (S-FEM). International Journal of Computational Methods, 2014, 11(01): 1350069
CrossRef Google scholar
[191]
Timoshenko S P, Goodier J N. Theory of Elasticity. 3rd ed. New York: McGraw-Hill, 1970
[192]
T-Thoi Nguyen, Liu G R, Nguyen-Xuan H. An n-sided polygonal edge-based smoothed finite element method (nES-FEM) for solid mechanics. International Journal for Numerical Methods in Biomedical Engineering, 2011, 27(9): 1446–1472
[193]
Wang S. An ABAQUS implementation of the cell-based smoothed finite element method using quadrilateral elements. Thesis for the Masterrsquo;s Degree. Cincinnati: University of Cincinnati, 2014
[194]
Liu G R, Li Y, Dai K Y, Luan M T, Xue W. A linearly conforming radial point interpolation method for solid mechanics problems. International Journal of Computational Methods, 2006, 3(4): 401–428
CrossRef Google scholar
[195]
Ong T H, Heaney C E, Lee C K, Liu G R, Nguyen-Xuan H. On stability, convergence and accuracy of bES-FEM and bFS-FEM for nearly incompressible elasticity. Computer Methods in Applied Mechanics and Engineering, 2015, 285: 315–345
CrossRef Google scholar
[196]
Wu C T, Hu W, Liu G R. Bubble-enhanced smoothed finite element formulation: a variational multi-scale approach for volume-constrained problems in two-dimensional linear elasticity. International Journal for Numerical Methods in Engineering, 2014, 100(5): 374–398
CrossRef Google scholar
[197]
Leonetti L, Garcea G, Nguyen-Xuan H. A mixed edge-based smoothed finite element method (MES-FEM) for elasticity. Computers & Structures, 2016, 173: 123–138
CrossRef Google scholar
[199]
Zeng W, Liu G R, Jiang C, Nguyen-Thoi T, Jiang Y. A generalized beta finite element method with coupled smoothing techniques for solid mechanics. Engineering Analysis with Boundary Elements, 2016, 73: 103–119
CrossRef Google scholar
[200]
Liu G R. On partitions of unity property of nodal shape functions: rigid-body-movement reproduction and mass conservation. International Journal of Computational Methods, 2016, 13(2): 1640003
CrossRef Google scholar
[201]
Yue J H, Li M, Liu G R, Niu R P. Proofs of the stability and convergence of a weakened weak method using PIM shape functions. Computers & Mathematics with Applications, 2016, 72(4): 933–951
CrossRef Google scholar
[202]
Liu G R, Zhang G Y, Wang Y Y, Zhong Z H, Li G Y, Han X. A nodal integration technique for meshfree radial point interpolation method (NI-RPCM). International Journal of Solids and Structures, 2007, 44(11–12): 3840–3860
CrossRef Google scholar
[203]
Liu G R, Liu M B. Smoothed Particle Hydrodynamics: A Meshfree Particle Method. Singapore: World Scientific, 2003
[204]
Liu M B, Liu G R. Smoothed particle hydrodynamics (SPH): an overview and recent developments. Archives of Computational Methods in Engineering, 2010, 17(1): 25–76
CrossRef Google scholar
[205]
Liu M B, Liu G R, Zhou L W, Chang J Z. Dissipative particle dynamics (DPD): an overview and recent developments. Archives of Computational Methods in Engineering, 2015, 17(1): 25–76
CrossRef Google scholar
[206]
Liu J, Zhang Z Q, Zhang G Y. A smoothed finite element method (S-FEM) for large-deformation elastoplastic analysis. International Journal of Computational Methods, 2015, 12(4): 1–26
CrossRef Google scholar
[207]
Li E, Zhang Z, Chang C C, Zhou S, Liu G R, Li Q. A new homogenization formulation for multifunctional composites. International Journal of Computational Methods, 2016, 13(2): 1640002
CrossRef Google scholar
[209]
Liu G R, Han X, Xu Y G, Lam K Y. Material characterization of functionally graded material using elastic waves and a progressive learning neural network. Composites Science and Technology, 2001, 61(10): 1401–1411
CrossRef Google scholar
[210]
Liu G R, Han X, Lam K Y. Determination of elastic constants of anisotropic laminated plates using elastic waves and a progressive neural network. Journal of Sound and Vibration, 2002, 252(2): 239–259
CrossRef Google scholar
[211]
Liu G R, Han X. Computational inverse techniques in nondestructive evaluation, CRC Press, 2003
[212]
Li Y, Liu G R. An element-free smoothed radial point interpolation method (EFS-RPIM) for 2D and 3D solid mechanics problems. Computers and Mathematics with Applications, 2018, doi: 10.1016/j.camwa.2018.09.047
[213]
Liu G R. A novel pick-out theory and technique for constructing the smoothed derivatives of functions for numerical methods. International Journal of Computational Methods, 2018, 15(3): 1850070
CrossRef Google scholar

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