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Abstract
An adaptive Tikhonov regularization is integrated with an h-adaptive grid-based scheme for simulation of elastodynamic problems, involving seismic sources with discontinuous solutions and random media. The Tikhonov method is adapted by a newly-proposed detector based on the MINMOD limiters and the grids are adapted by the multiresolution analysis (MRA) via interpolation wavelets. Hence, both small and large magnitude physical waves are preserved by the adaptive estimations on non-uniform grids. Due to developing of non-dissipative spurious oscillations, numerical stability is guaranteed by the Tikhonov regularization acting as a post-processor on irregular grids. To preserve waves of small magnitudes, an adaptive regularization is utilized: using of smaller amount of smoothing for small magnitude waves. This adaptive smoothing guarantees also solution stability without over smoothing phenomenon in stochastic media. Proper distinguishing between noise and small physical waves are challenging due to existence of spurious oscillations in numerical simulations. This identification is performed in this study by the MINMOD limiter based algorithm. Finally, efficiency of the proposed concept is verified by: 1) three benchmarks of one-dimensional (1-D) wave propagation problems; 2) P-SV point sources and rupturing line-source including a bounded fault zone with stochastic material properties.
Keywords
adaptive wavelet
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adaptive smoothing
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discontinuous solutions
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stochastic media
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spurious oscillations
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Tikhonov regularization
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minmod limiter
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Hassan YOUSEFI, Jamshid FARJOODI, Iradj MAHMOUDZADEH KANI.
Adaptive simulation of wave propagation problems including dislocation sources and random media.
Front. Struct. Civ. Eng., 2019, 13(5): 1054-1081 DOI:10.1007/s11709-019-0536-4
| [1] |
Day S M, Dalguer L A, Lapusta N, Liu Y. Comparison of finite difference and boundary integral solutions to three-dimensional spontaneous rupture. Journal of Geophysical Research. Solid Earth, 2005, 110(B12): B12307
|
| [2] |
Dalguer L A, Day S M. Comparison of fault representation methods in finite difference simulations of dynamic rupture. Bulletin of the Seismological Society of America, 2006, 96(5): 1764–1778
|
| [3] |
Dalguer L A, Day S M. Staggered-grid split-node method for spontaneous rupture simulation. Journal of Geophysical Research. Solid Earth, 2007, 112: B02302
|
| [4] |
Day A, Steven M. Three-dimensional finite difference simulation of fault dynamics: Rectangular faults with fixed rupture velocity. Bulletin of the Seismological Society of America, 1982, 72: 705–727
|
| [5] |
Madariaga R, Olsen K, Archuleta R. Modeling dynamic rupture in a 3D earthquake fault model. Bulletin of the Seismological Society of America, 1998, 88: 1182–1197
|
| [6] |
Moczo P, Kristek J, Galis M, Pazak P, Balazovjech M. Finite-difference and finite-element modeling of seismic wave propagation and earthquake motion. Acta Physica Slovaca, 2007, 57(2): 177–406
|
| [7] |
Duan B, Day S M. Inelastic strain distribution and seismic radiation from rupture of a fault kink. Journal of Geophysical Research. Solid Earth, 2008, 113(B12): B12311
|
| [8] |
Galis M, Moczo P, Kristek J A. 3-D hybrid finite-difference—finite-element viscoelastic modelling of seismic wave motion. Geophysical Journal International, 2008, 175(1): 153–184
|
| [9] |
Barall M. A grid-doubling finite-element technique for calculating dynamic three-dimensional spontaneous rupture on an earthquake fault. Geophysical Journal International, 2009, 178(2): 845–859
|
| [10] |
Ely G P, Day S M, Minster J B. A support-operator method for 3-D rupture dynamics. Geophysical Journal International, 2009, 177(3): 1140–1150
|
| [11] |
Aagaard B T, Heaton T H, Hall J F. Dynamic earthquake ruptures in the presence of lithostatic normal stresses: Implications for friction models and heat production. Bulletin of the Seismological Society of America, 2001, 91(6): 1756–1796
|
| [12] |
Kaneko Y, Lapusta N, Ampuero J P. Spectral element modeling of spontaneous earthquake rupture on rate and state faults: Effect of velocity-strengthening friction at shallow depths. Journal of Geophysical Research. Solid Earth, 2008, 113: B09317
|
| [13] |
Kaneko Y, Ampuero J P, Lapusta N. Spectral-element simulations of long-term fault slip: Effect of low-rigidity layers on earthquake-cycle dynamics. Journal of Geophysical Research. Solid Earth, 2011, 116(B10): B10313
|
| [14] |
Galvez P, Ampuero J P, Dalguer L A, Somala S N, Nissen-Meyer T. Dynamic earthquake rupture modelled with an unstructured 3-D spectral element method applied to the 2011 M9 Tohoku earthquake. Geophysical Journal International, 2014, 198(2): 1222–1240
|
| [15] |
Tada T, Madariaga R. Dynamic modelling of the flat 2-D crack by a semi-analytic BIEM scheme. International Journal for Numerical Methods in Engineering, 2001, 50(1): 227–251
|
| [16] |
Lapusta N, Rice J R, Ben-Zion Y, Zheng G. Elastodynamic analysis for slow tectonic loading with spontaneous rupture episodes on faults with rate- and state-dependent friction. Journal of Geophysical Research. Solid Earth, 2000, 105(B10): 23765–23789
|
| [17] |
Andrews D J. Dynamic plane-strain shear rupture with a slip-weakening friction law calculated by a boundary integral method. Bulletin of the Seismological Society of America, 1985, 75: 1–21
|
| [18] |
Das S. A numerical method for determination of source time functions for general three-dimensional rupture propagation. Geophysical Journal International, 1980, 62(3): 591–604
|
| [19] |
Benjemaa M, Glinsky-Olivier N, Cruz-Atienza V M, Virieux J, Piperno S. Dynamic non-planar crack rupture by a finite volume method. Geophysical Journal International, 2007, 171(1): 271–285
|
| [20] |
Benjemaa M, Glinsky-Olivier N, Cruz-Atienza V M, Virieux J. 3-D dynamic rupture simulations by a finite volume method. Geophysical Journal International, 2009, 178(1): 541–560
|
| [21] |
Dumbser M, Käser M, De La Puente J. Arbitrary high-order finite volume schemes for seismic wave propagation on unstructured meshes in 2D and 3D. Geophysical Journal International, 2007, 171(2): 665–694
|
| [22] |
Dumbser M, Käser M. An arbitrary high-order discontinuous Galerkin method for elastic waves on unstructured meshes — II. The three-dimensional isotropic case. Geophysical Journal International, 2006, 167(1): 319–336
|
| [23] |
Titarev V A, Toro E F. ADER: Arbitrary high order Godunov approach. Journal of Scientific Computing, 2002, 17(1/4): 609–618
|
| [24] |
Käser M, Dumbser M. An Arbitrary high-order discontinuous Galerkin method for elastic waves on unstructured meshes — I. The two-dimensional isotropic case with external source terms. Geophysical Journal International, 2006, 166(2): 855–877
|
| [25] |
Harten A. Multiresolution algorithms for the numerical solution of hyperbolic conservation laws. Communications on Pure and Applied Mathematics, 1995, 48(12): 1305–1342
|
| [26] |
Cohen A, Kaber S M, Muller S, Postel M. Fully Adaptive multiresolution finite volume schemes for conservation laws. Mathematics of Computation, 2001, 72(241): 183–226
|
| [27] |
Müller S. Adaptive Multiscale Schemes for Conservation Laws. Berlin: Springer, 2003
|
| [28] |
Reinsch C H. Smoothing by spline functions. Numerische Mathematik, 1967, 10(3): 177–183
|
| [29] |
Reinsch C H. Smoothing by spline functions. II. Numerische Mathematik, 1971, 16(5): 451–454
|
| [30] |
Unser M. Splines: A perfect fit for signal and image processing. IEEE Signal Processing Magazine, 1999, 16(6): 22–38
|
| [31] |
Ragozin D L. Error bounds for derivative estimates based on spline smoothing of exact or noisy data. Journal of Approximation Theory, 1983, 37(4): 335–355
|
| [32] |
Loader C. Smoothing: Local Regression Techniques. In: Gentle J E, Härdle W K, Mori Y, eds. Handbook of Computational Statistics. Berlin Heidelberg: Springer, 2012, 571–96
|
| [33] |
Hutchinson M F, de Hoog F R. Smoothing noisy data with spline functions. Numerische Mathematik, 1985, 47(1): 99–106
|
| [34] |
Yousefi H, Ghorashi S S, Rabczuk T. Directly simulation of second order hyperbolic systems in second order form via the regularization concept. Communications in Computational Physics, 2016, 20(1): 86–135
|
| [35] |
Hansen P C. Rank-deficient and discrete ill-posed problems: Numerical aspects of linear inversion. Society for Industrial and Applied Mathematics, 1998
|
| [36] |
Petrov Y P, Sizikov V S. Well-Posed, Ill-Posed, and Intermediate Problems with Applications. Leiden: Koninklijke Brill NV, 2005
|
| [37] |
Li X D, Wiberg N E. Structural dynamic analysis by a time-discontinuous Galerkin finite element method. International Journal for Numerical Methods in Engineering, 1996, 39(12): 2131–2152
|
| [38] |
Youn S K, Park S H. A new direct higher-order Taylor-Galerkin finite element method. Computers & Structures, 1995, 56(4): 651–656
|
| [39] |
Hilber H M, Hughes T J R, Taylor R L. Improved numerical dissipation for time integration algorithms in structural dynamics. Earthquake Engineering & Structural Dynamics, 1977, 5(3): 283–292
|
| [40] |
Alves M A, Cruz P, Mendes A, Magalhães F D, Pinho F T, Oliveira P J. Adaptive multiresolution approach for solution of hyperbolic PDEs. Computer Methods in Applied Mechanics and Engineering, 2002, 191(36): 3909–3928
|
| [41] |
Cruz P, Mendes A, Magalhães F D. Using wavelets for solving PDEs: An adaptive collocation method. Chemical Engineering Science, 2001, 56(10): 3305–3309
|
| [42] |
Cruz P, Mendes A, Magalhães F D. Wavelet-based adaptive grid method for the resolution of nonlinear PDEs. AIChE Journal. American Institute of Chemical Engineers, 2002, 48(4): 774–785
|
| [43] |
Jameson L, Miyama T. Wavelet analysis and ocean modeling: A dynamically adaptive numerical method “WOFD-AHO”. Monthly Weather Review, 2000, 128(5): 1536–1549
|
| [44] |
Alam J M, Kevlahan N K R, Vasilyev O V. Simultaneous space–time adaptive wavelet solution of nonlinear parabolic differential equations. Journal of Computational Physics, 2006, 214(2): 829–857
|
| [45] |
Bertoluzza S, Castro L. Adaptive Wavelet Collocation for Elasticity: First Results. Pavia, 2002
|
| [46] |
Griebel M, Koster F. Adaptive wavelet solvers for the unsteady incompressible Navier-Stokes equations. In: Malek J, Nečas J, Rokyta M, eds. Advances in Mathematical Fluid Mechanics. Berlin: Springer, 2000, 67–118
|
| [47] |
Santos J C, Cruz P, Alves M A, Oliveira P J, Magalhães F D, Mendes A. Adaptive multiresolution approach for two- dimensional PDEs. Computer Methods in Applied Mechanics and Engineering, 2004, 193(3–5): 405–425
|
| [48] |
Vasilyev O V, Kevlahan N K R. An adaptive multilevel wavelet collocation method for elliptic problems. Journal of Computational Physics, 2005, 206(2): 412–431
|
| [49] |
Ma X, Zabaras N. An adaptive hierarchical sparse grid collocation algorithm for the solution of stochastic differential equations. Journal of Computational Physics, 2009, 228(8): 3084–3113
|
| [50] |
Mehra M, Kevlahan N K R. An adaptive wavelet collocation method for the solution of partial differential equations on the sphere. Journal of Computational Physics, 2008, 227(11): 5610–5632
|
| [51] |
Yousefi H, Noorzad A, Farjoodi J. Simulating 2D waves propagation in elastic solid media using wavelet based adaptive method. Journal of Scientific Computing, 2010, 42(3): 404–425
|
| [52] |
Yousefi H, Noorzad A, Farjoodi J. Multiresolution based adaptive schemes for second order hyperbolic PDEs in elastodynamic problems. Applied Mathematical Modelling, 2013, 37(12–13): 7095–7127
|
| [53] |
Bürger R, Ruiz-Baier R, Schneider K. Adaptive multiresolution methods for the simulation of waves in excitable media. Journal of Scientific Computing, 2010, 43(2): 261–290
|
| [54] |
Holmström M. Solving hyperbolic PDEs using interpolating wavelets. SIAM Journal on Scientific Computing, 1999, 21(2): 405–420
|
| [55] |
Gottlieb D, Hesthaven J S. Spectral methods for hyperbolic problems. Journal of Computational and Applied Mathmatics, 2001, 128(1–2): 83–131
|
| [56] |
Cebeci T, Shao J P, Kafyeke F, Laurendeau E. Computational Fluid Dynamics for Engineers: From Panel to Navier-Stokes Methods with Computer Programs. Long Beach, California: Springer, 2005
|
| [57] |
Hesthaven J S, Gottlieb S, Gottlieb D. Spectral Methods for Time-Dependent Problems. Cambridge: Cambridge University Press, 2007
|
| [58] |
Yousefi H, Tadmor E, Rabczuk T. High resolution wavelet based central schemes for modeling nonlinear propagating fronts. Engineering Analysis with Boundary Element, 2019, 103: 172–195
|
| [59] |
Yousefi H, Taghavi Kani A, Mahmoudzadeh Kani I. Multiscale RBF-based central high resolution schemes for simulation of generalized thermoelasticity problems. Frontiers of Structural and Civil Engineering, 2019, 13(2): 429–455
|
| [60] |
Yousefi H, Taghavi Kani A, Mahmoudzadeh Kani I. Response of a spherical cavity in a fully-coupled thermo-poro-elastodynamic medium by cell-adaptive second-order central high resolution schemes. Underground Space, 2018, 3(3): 206–217
|
| [61] |
Nguyen-Xuan H, Nguyen-Hoang S, Rabczuk T, Hackl K. A polytree-based adaptive approach to limit analysis of cracked structures. Computer Methods in Applied Mechanics and Engineering, 2017, 313: 1006–1039
|
| [62] |
Budarapu P R, Gracie R, Bordas S P A, Rabczuk T. An adaptive multiscale method for quasi-static crack growth. Computational Mechanics, 2014, 53(6): 1129–1148
|
| [63] |
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
|
| [64] |
Badnava H, Msekh M A, Etemadi E, Rabczuk T. An h-adaptive thermo-mechanical phase field model for fracture. Finite Elements in Analysis and Design, 2018, 138: 31–47
|
| [65] |
Rabczuk T, Belytschko T. Adaptivity for structured meshfree particle methods in 2D and 3D. International Journal for Numerical Methods in Engineering, 2005, 63(11): 1559–1582
|
| [66] |
Rabczuk T, Samaniego E. Discontinuous modelling of shear bands using adaptive meshfree methods. Computer Methods in Applied Mechanics and Engineering, 2008, 197(6-8): 641–658
|
| [67] |
Rabczuk T, Zi G, Bordas S, Nguyen-Xuan H. A simple and robust three-dimensional cracking-particle method without enrichment. Computer Methods in Applied Mechanics and Engineering, 2010, 199(37–40): 2437–2455
|
| [68] |
Rabczuk T, Belytschko T. A three-dimensional large deformation meshfree method for arbitrary evolving cracks. Computer Methods in Applied Mechanics and Engineering, 2007, 196(29–30): 2777–2799
|
| [69] |
Rabczuk T, Gracie R, Song J H, Belytschko T. Immersed particle method for fluid-structure interaction. International Journal for Numerical Methods in Engineering, 2010, 81: 48–71
|
| [70] |
Anitescu C, Hossain M N, Rabczuk T. Recovery-based error estimation and adaptivity using high-order splines over hierarchical T-meshes. Computer Methods in Applied Mechanics and Engineering, 2018, 328: 638–662
|
| [71] |
Nguyen-Thanh N, Zhou K, Zhuang X, Areias P, Nguyen-Xuan H, Bazilevs Y, Rabczuk T. Isogeometric analysis of large-deformation thin shells using RHT-splines for multiple-patch coupling. Computer Methods in Applied Mechanics and Engineering, 2017, 316: 1157–1178
|
| [72] |
Nguyen-Thanh N, Kiendl J, Nguyen-Xuan H, Wüchner R, Bletzinger K U, Bazilevs Y, Rabczuk T. Rotation free isogeometric thin shell analysis using PHT-splines. Computer Methods in Applied Mechanics and Engineering, 2011, 200(47–48): 3410–3424
|
| [73] |
Nguyen-Thanh N, Nguyen-Xuan H, Bordas S P A, Rabczuk T. Isogeometric analysis using polynomial splines over hierarchical T-meshes for two-dimensional elastic solids. Computer Methods in Applied Mechanics and Engineering, 2011, 200(21–22): 1892–1908
|
| [74] |
Hong T K, Kennett B L N. Scattering attenuation of 2D elastic waves: theory and numerical modeling using a wavelet-based method. Bulletin of the Seismological Society of America, 2003, 93(2): 922–938
|
| [75] |
Hong T K, Kennett B L N. Modelling of seismic waves in heterogeneous media using a wavelet-based method: Application to fault and subduction zones. Geophysical Journal International, 2003, 154(2): 483–498
|
| [76] |
Hong T K, Kennett B L N. Scattering of elastic waves in media with a random distribution of fluid-filled cavities: Theory and numerical modelling. Geophysical Journal International, 2004, 159(3): 961–977
|
| [77] |
Roth M, Korn M. Single scattering theory versus numerical modelling in 2-D random media. Geophysical Journal International, 1993, 112(1): 124–140
|
| [78] |
Persson P O, Runborg O. Simulation of a waveguide filter using wavelet-based numerical homogenization. Journal of Computational Physics, 2001, 166(2): 361–382
|
| [79] |
Engquist B, Runborg O. Wavelet-based numerical homogenization with applications. Multiscale and Multiresolution Methods, 2002, 20: 97–148
|
| [80] |
Weinan E, Engquist B, Huang Z. Heterogeneous multiscale method: A general methodology for multiscale modeling. Physical Review. B, 2003, 67(9): 092101
|
| [81] |
Weinan E, Engquist B, Li X, Ren W, Vanden-Eijnden E. Heterogeneous multiscale methods: A review. Communications in Computational Physics, 2007, 2: 367–450
|
| [82] |
Budarapu P R, Gracie R, Yang S W, Zhuang X, Rabczuk T. Efficient coarse graining in multiscale modeling of fracture. Theoretical and Applied Fracture Mechanics, 2014, 69: 126–143
|
| [83] |
Talebi H, Silani M, Rabczuk T. Concurrent multiscale modeling of three dimensional crack and dislocation propagation. Advances in Engineering Software, 2015, 80: 82–92
|
| [84] |
Talebi H, Silani M, Bordas S P, Kerfriden P, Rabczuk T. A computational library for multiscale modeling of material failure. Computational Mechanics, 2014, 53(5): 1047–1071
|
| [85] |
Engquist B, Holst H, Runborg O. Multiscale methods for wave propagation in heterogeneous media over long time. Numerical Analysis of Multiscale Computations, 2012, 82: 167–86
|
| [86] |
Rabczuk T, Areias P, Belytschko T. A meshfree thin shell method for non-linear dynamic fracture. International Journal for Numerical Methods in Engineering, 2007, 72(5): 524–548
|
| [87] |
Amiri F, Anitescu C, Arroyo M, Bordas S P A, Rabczuk T. XLME interpolants, a seamless bridge between XFEM and enriched meshless methods. Computational Mechanics, 2014, 53(1): 45–57
|
| [88] |
Nanthakumar S, Lahmer T, Zhuang X, Zi G, Rabczuk T. Detection of material interfaces using a regularized level set method in piezoelectric structures. Inverse Problems in Science and Engineering, 2016, 24(1): 153–176
|
| [89] |
Rabczuk T, Bordas S, Zi G. On three-dimensional modelling of crack growth using partition of unity methods. Computers & Structures, 2010, 88(23-24): 1391–1411
|
| [90] |
Rabczuk T, Belytschko T. Cracking particles: A simplified meshfree method for arbitrary evolving cracks. International Journal for Numerical Methods in Engineering, 2004, 61(13): 2316–2343
|
| [91] |
Ghorashi S S, Valizadeh N, Mohammadi S, Rabczuk T. T-spline based XIGA for fracture analysis of orthotropic media. Computers & Structures, 2015, 147: 138–146
|
| [92] |
Hong T K, Kennett B L N. A wavelet-based method for simulation of two-dimensional elastic wave propagation. Geophysical Journal International, 2002, 150(3): 610–638
|
| [93] |
Hong T K, Kennett B L N. On a wavelet-based method for the numerical simulation of wave propagation. Journal of Computational Physics, 2002, 183(2): 577–622
|
| [94] |
Wu Y, McMechan G A. Wave extrapolation in the spatial wavelet domain with application to poststack reverse-time migration. Geophysics, 1998, 63(2): 589–600
|
| [95] |
Operto S, Virieux J, Hustedt B, Malfanti F. Adaptive wavelet-based finite-difference modelling of SH-wave propagation. Geophysical Journal International, 2002, 148(3): 476–498
|
| [96] |
Beylkin G, Keiser J M. An adaptive pseudo-wavelet approach for solving nonlinear partial differential equations. Wavelet Analysis and Its Applications, 1997, 6: 137–97
|
| [97] |
Sochacki J, Kubichek R, George J, Fletcher W R, Smithson S. Absorbing boundary conditions and surface waves. Geophysics, 1987, 52(1): 60–71
|
| [98] |
Lay T, Wallace T C. Modern Global Seismology. San Diego, California: Academic Press, 1995
|
| [99] |
Mallat S G. A Wavelet Tour of Signal Processing. San Diego: Academic Press, 1998
|
| [100] |
Eilers P H C. A perfect smoother. Analytical Chemistry, 2003, 75(14): 3631–3636
|
| [101] |
Stickel J J. Data smoothing and numerical differentiation by a regularization method. Computers & Chemical Engineering, 2010, 34(4): 467–475
|
| [102] |
Hadjileontiadis L J, Panas S M. Separation of discontinuous adventitious sounds from vesicular sounds using a wavelet-based filter. IEEE Transactions on Biomedical Engineering, 1997, 44(12): 1269–1281
|
| [103] |
Hadjileontiadis L J, Liatsos C N, Mavrogiannis C C, Rokkas T A, Panas S M. Enhancement of bowel sounds by wavelet-based filtering. IEEE Transactions on Biomedical Engineering, 2000, 47(7): 876–886
|
| [104] |
Fornberg B. Classroom note: Calculation of weights in finite difference formulas. SIAM Review, 1998, 40(3): 685–691
|
| [105] |
Fornberg B. Generation of finite difference formulas on arbitrarily spaced grids. Mathematics of Computation, 1988, 51(184): 699–706
|
| [106] |
Jameson L. A wavelet-optimized, very high order adaptive grid and order numerical method. SIAM Journal on Scientific Computing, 1998, 19(6): 1980–2013
|
| [107] |
Noh G, Bathe K J. An explicit time integration scheme for the analysis of wave propagations. Computers & Structures, 2013, 129: 178–193
|
| [108] |
Hulbert G M, Chung J. Explicit time integration algorithms for structural dynamics with optimal numerical dissipation. Computer Methods in Applied Mechanics and Engineering, 1996, 137(2): 175–188
|
| [109] |
Vidale J, Helmberger D V, Clayton R W. Finite-difference seismograms for SH waves. Bulletin of the Seismological Society of America, 1985, 75: 1765–1782
|
| [110] |
Zhuang X, Huang R, Liang C, Rabczuk T. A coupled thermo-hydro-mechanical model of jointed hard rock for compressed air energy storage. Mathematical Problems in Engineering, 2014, 2014: 1–11
|
| [111] |
Ghasemi H, Park H S, Rabczuk T. A level-set based IGA formulation for topology optimization of flexoelectric materials. Computer Methods in Applied Mechanics and Engineering, 2017, 313: 239–258
|
| [112] |
Ghasemi H, Park H S, Rabczuk T. A multi-material level set-based topology optimization of flexoelectric composites. Computer Methods in Applied Mechanics and Engineering, 2018, 332: 47–62
|
| [113] |
Das B. Problems and Solutions in Thermoelasticity and Magneto-thermoelasticity. Cham: Springer International Publishing, 2017
|
| [114] |
Donoho D L. Interpolating Wavelet Transforms. Stanford: Stanford University, 1992
|
| [115] |
Harten A, Engquist B, Osher S, Chakravarthy S R. Uniformly high order accurate essentially non-oscillatory schemes, III. Journal of Computational Physics, 1997, 131(1): 3–47
|
| [116] |
Katerinaris J A. ENO and WENO schemes. In: Dougalis V A, Kampanis N A, Ekaterinaris J A, eds. Effective Computational Methods for Wave Propagation. New York: Chapman and Hall/CRC, 2008, 521–92
|
| [117] |
Gu Y, Wei G W. Conjugate filter approach for shock capturing. Communications in Numerical Methods in Engineering, 2003, 19(2): 99–110
|
| [118] |
Wei G W, Gu Y. Conjugate filter approach for solving Burgers’ equation. Journal of Computational and Applied Mathematics, 2002, 149(2): 439–456
|
| [119] |
Fatkullin I, Hesthaven J S. Adaptive high-order finite-difference method for nonlinear wave problems. Journal of Scientific Computing, 2001, 16(1): 47–67
|
| [120] |
Leonard B P. Locally modified QUICK scheme for highly convective 2-D and 3-D flows. In: Taylor C, Morgan K, eds. Numerical Methods in Laminar and Turbulent Flow. Swansea: Pineridge Press, 1987, 35–47
|
| [121] |
Leonard B P. Simple high-accuracy resolution program for convective modelling of discontinuities. International Journal for Numerical Methods in Fluids, 1988, 8(10): 1291–1318
|
| [122] |
Leonard B P. The ULTIMATE conservative difference scheme applied to unsteady one-dimensional advection. Computer Methods in Applied Mechanics and Engineering, 1991, 88(1): 17–74
|
| [123] |
Leonard B P. Bounded higher-order upwind multidimensional finite-volume convection-diffusion algorithms. In: Minkowycz W J, Sparrow E M, eds. Advances in Numerical Heat Transfer. Taylor and Francis, 1996, 1–57
|
| [124] |
Darwish M S, Moukalled F H. Normalized variable and space formulation methodology for high-resolution schemes. Numerical Heat Transfer Part B-Fundamentals, 1994, 26(1): 79–96
|
| [125] |
Bürger R, Kozakevicius A. Adaptive multiresolution WENO schemes for multi-species kinematic flow models. Journal of Computational Physics, 2007, 224(2): 1190–1222
|
| [126] |
Wang L L. Foundations of Stress Waves. Amsterdam: Elsevier, 2007
|
| [127] |
Day S M. Effect of a shallow weak zone on fault rupture: Numerical simulation of scale-model experiments. Bulletin of the Seismological Society of America, 2002, 92(8): 3022–3041
|
| [128] |
Galis M, Moczo P, Kristek J, Kristekova M. An adaptive smoothing algorithm in the TSN modelling of rupture propagation with the linear slip-weakening friction law. Geophysical Journal International, 2010, 180(1): 418–432
|
| [129] |
Ampuero J P. A physical and numerical study of earthquake nucleation. Dessertation for the Doctoral Degree. Paris: University of Paris, 2002 (In French)
|
| [130] |
Festa G, Vilotte J P. Influence of the rupture initiation on the intersonic transition: Crack-like versus pulse-like modes. Geophysical Research Letters, 2006, 33(15): L15320
|
| [131] |
Festa G, Vilotte J P. The Newmark scheme as velocity-stress time-staggering: an efficient PML implementation for spectral element simulations of elastodynamics. Geophysical Journal International, 2005, 161(3): 789–812
|
| [132] |
Trangenstein J A. Numerical solution of hyperbolic partial differential equations. Cambridge: Cambridge University Press, 2009
|
| [133] |
LeVeque R J. Numerical methods for conservation laws. 2nd ed. Basel: Birkhäuser Verlag, 1992
|
| [134] |
Cockburn B, Karniadakis G, Shu C W. The development of discontinuous galerkin methods. In: Cockburn B, Karniadakis G, Shu C-W, eds. Discontinuous Galerkin Methods. Heidelberg: Springer Berlin, 2000, 3–50
|
| [135] |
Banks J W, Henshaw W D. Upwind schemes for the wave equation in second-order form. Journal of Computational Physics, 2012, 231(17): 5854–5889
|
| [136] |
Hughes T J R. The Finite Element Method: Linear Static and Dynamic Finite Element Analysis. Englewood Cliffs: Prentice Hall, 1987
|
| [137] |
Shafiei M, Khaji N. Simulation of two-dimensional elastodynamic problems using a new adaptive physics-based method. Meccanica, 2014, 49(6): 1353–1366
|
| [138] |
Yousefi H, Noorzad A, Farjoodi J, Vahidi M. Multiresolution-based adaptive simulation of wave equation. Applied Mathematics & Information Sciences, 2012, 6: 47S–58S
|
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