Overview of Moving Particle Semi-implicit Techniques for Hydrodynamic Problems in Ocean Engineering

Fengze Xie , Weiwen Zhao , Decheng Wan

Journal of Marine Science and Application ›› 2022, Vol. 21 ›› Issue (3) : 1 -22.

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Journal of Marine Science and Application ›› 2022, Vol. 21 ›› Issue (3) : 1 -22. DOI: 10.1007/s11804-022-00284-9
Review Article

Overview of Moving Particle Semi-implicit Techniques for Hydrodynamic Problems in Ocean Engineering

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Abstract

With the significant development of computer hardware, many advanced numerical techniques have been proposed to investigate complex hydrodynamic problems. This article aims to provide a detailed review of moving particle semi-implicit (MPS) techniques and their application in ocean and coastal engineering. The achievements of the MPS method in stability and accuracy, boundary conditions, and acceleration techniques are discussed. The applications of the MPS method, which are classified into two main categories, namely, multiphase flows and fluid-structure interactions, are introduced. Finally, the prospects and conclusions are highlighted. The MPS method has the potential to solve practical problems.

Keywords

MPS technique / Ocean engineering / Coastal engineering / Stability / Accuracy / Boundary conditions / Acceleration techniques / Multiphase flows / Fluid-structure interactions

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Fengze Xie, Weiwen Zhao, Decheng Wan. Overview of Moving Particle Semi-implicit Techniques for Hydrodynamic Problems in Ocean Engineering. Journal of Marine Science and Application, 2022, 21(3): 1-22 DOI:10.1007/s11804-022-00284-9

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References

[1]

Akimoto H. Numerical simulation of the flow around a planing body by MPS method. Ocean Eng., 2013, 64: 72-79

[2]

Amaro RA, Mellado-Cusicahua A, Shakibaeinia A, Cheng LY. A fully Lagrangian DEM-MPS mesh-free model for ice-wave dynamics. Cold Reg. Sci. Technol., 2021, 186: 103266

[3]

Antoci C, Gallati M, Sibilla S. Numerical simulation of fluid-structure interaction by SPH. Comput. Struct., 2007, 85(11–14): 879-890

[4]

Audiffren C, Marcer R, Molin B, REMY F, Ledoux A, Helland S, Mottaghi M (2012) Experimental and numerical study of liquid sloshing in a rectangular tank with three fluids. Proceedings of the 22nd International Offshore and Polar Engineering Conference (ISOPE’12), Rhodes, Greece 331–340

[5]

Bellezi CA, Cheng LY, Nishimoto K. A numerical study on sloshing mitigation by vertical floating rigid baffle. J. Fluids Struct., 2022, 109: 103456

[6]

Brackbill JU, Bkothe D, Zemach C. A continuum method for modeling surface tension. J. Comput. Phys., 1992, 100(2): 335-354

[7]

Chen X, Wan D. GPU accelerated MPS method for large-scale 3-D violent free surface flows. Ocean Eng., 2019, 171: 677-694

[8]

Chen X, Wan D. Numerical simulation of three-dimensional violent free surface flows by GPU-based MPS method. Int. J. Comput. Methods, 2019, 16(4): 1843012

[9]

Chen X, Xi G, Sun ZG. Improving stability of MPS method by a computational scheme based on conceptual particles. Comput. Methods Appl. Mech. Eng., 2014, 278: 254-271

[10]

Chen X, Zhang Y, Wan D. Numerical study of 3-D liquid sloshing in an elastic tank by MPS-FEM coupled method. J. Ship Res., 2019, 63(3): 143-153

[11]

Colagrossi A, Landrini M. Numerical simulation of interfacial flows by smoothed particle hydrodynamics. J. Comput. Phys., 2003, 191(2): 448-475

[12]

Duan G, Chen B, Koshizuka S, Xiang H. Stable multiphase moving particle semi-implicit method for incompressible interfacial flow. Comput. Methods Appl. Mech. Eng., 2017, 318: 636-666

[13]

Duan G, Chen B, Zhang X, Wang Y. A multiphase MPS solver for modeling multi-fluid interaction with free surface and its application in oil spill. Comput. Methods Appl. Mech. Eng., 2017, 320: 133-161

[14]

Duan G, Koshizuka S, Chen B. A contoured continuum surface force model for particle methods. J. Comput. Phys., 2015, 298: 280-304

[15]

Duan G, Koshizuka S, Yamaji A, Chen B, Li X, Tamai T. An accurate and stable multiphase moving particle semi-implicit method based on a corrective matrix for all particle interaction models. Int. J. Numer. Methods Eng., 2018, 115(10): 1287-1314

[16]

Duan G, Matsunaga T, Yamaji A, Koshizuka S, Sakai M. Imposing accurate wall boundary conditions in corrective-matrix-based moving particle semi-implicit method for free surface flow. Int. J. Numer. Methods Fluids, 2020, 93(1): 148-175

[17]

Duan G, Yamaji A, Koshizuka S, Chen B. The truncation and stabilization error in multiphase moving particle semi-implicit method based on corrective matrix: Which is dominant? Comput. Fluids, 2019, 190: 254-273

[18]

Duan G, Yamaji A, Sakai M. An incompressible-compressible Lagrangian particle method for bubble flows with a sharp density jump and boiling phase change. Comput. Methods Appl. Mech. Eng., 2020, 372: 113425

[19]

Duan G, Yamaji A, Sakai M. A multiphase MPS method coupling fluid-solid interaction/phase-change models with application to debris remelting in reactor lower plenum. Ann. Nucl. Energy, 2022, 166: 108697

[20]

Fang XL, Ming FR, Wang PP, Meng ZF, Zhang AM. Application of multiphase Riemann-SPH in analysis of air-cushion effect and slamming load in water entry. Ocean Eng., 2022, 248: 110789

[21]

Feng YQ, Yu AB. Assessment of model formulations in the discrete particle simulation of gas-solid flow. Ind. Eng. Chem. Res., 2004, 43: 8378-8390

[22]

Fernandes DT, Cheng LY, Favero EH, Nishimoto K. A domain decomposition strategy for hybrid parallelization of moving particle semi-implicit (MPS) method for computer cluster. Cluster Comput, 2015, 18: 1363-1377

[23]

Ferrari A, Dumbser M, Toro EF, Armanini A. A new 3D parallel SPH scheme for free surface flows. Comput. Fluids, 2009, 38(6): 1203-1217

[24]

Fourey G, Hermange C, Le Touzé D, Oger G. An efficient FSI coupling strategy between smoothed particle hydrodynamics and finite element methods. Comput. Phys. Commun., 2017, 217: 66-81

[25]

Frandsen JB, Peng W (2006) Experimental sloshing studies in sway and heave base excited square tanks. Sixth International Conference on Civil Engineering in the Oceans, Baltimore, USA 504–512

[26]

Fu L, Jin YC. Investigation of non-deformable and deformable landslides using meshfree method. Ocean Eng., 2015, 109: 192-206

[27]

Gingold RA, Monaghan JJ. Smoothed particle hydrodynamics: theory and application to non-spherical stars. Mon. Not. R. Astron. Soc., 1977, 181(3): 375-389

[28]

Gotoh H, Khayyer A, Shimizu Y. Entirely Lagrangian meshfree computational methods for hydroelastic fluid-structure interactions in ocean engineering—Reliability, adaptivity and generality. Appl. Ocean Res., 2021, 115: 102822

[29]

Gou W, Zhang S, Zheng Y. Implementation of the moving particle semi-implicit method for free-surface flows on GPU clusters. Comput. Phys. Commun., 2019, 244: 13-24

[30]

Guo K, Chen R, Qiu S, Tian W, Su G. An improved Multiphase Moving Particle Semi-implicit method in bubble rising simulations with large density ratios. Nucl. Eng. Des., 2018, 340: 370-387

[31]

Harada E, Gotoh H, Ikari H, Khayyer A. Numerical simulation for sediment transport using MPS-DEM coupling model. Adv. Water Resour., 2019, 129: 354-364

[32]

Harada E, Ikari H, Tazaki T, Gotoh H. Numerical simulation for coastal morphodynamics using DEM-MPS method. Appl. Ocean Res., 2021, 117: 102905

[33]

Harada T, Koshizuka S, Shimazaki K (2008) Improvement of wall boundary calculation model for MPS method Trans Jpn. Soc. Comput. Eng. Sci. 20080006–20080006; (in Japanese)

[34]

Hashimoto H, Grenier N, Sueyoshi M, Touzé DL. Comparison of MPS and SPH methods for solving forced motion ship flooding problems. Appl. Ocean Res., 2022, 118: 103001

[35]

Hayashi M, Hughes L. The Fukushima nuclear accident and its effect on global energy security. Energy Policy, 2013, 59: 102-111

[36]

He M, Gao X, Xu W, Ren B, Wang H. Potential application of submerged horizontal plate as a wave energy breakwater: A 2D study using the WCSPH method. Ocean Eng., 2019, 185: 27-46

[37]

He M, Xu W, Gao X, Ren B. The layout of submerged horizontal plate breakwater (SHPB) with respect to the tidal-level variation. Coastal Eng. J., 2018, 60(3): 280-298

[38]

Hori C, Gotoh H, Ikari H, Khayyer A. GPU-acceleration for Moving Particle Semi-Implicit method. Comput. Fluids, 2011, 51(1): 174-183

[39]

Hwang SC, Khayyer A, Gotoh H, Park JC. Development of a fully Lagrangian MPS-based coupled method for simulation of fluid-structure interaction problems. J. Fluids Struct., 2014, 50: 497-511

[40]

Ikari H, Gotoh H (2008) Parallelization of MPS method for 3-D wave analysis. Proceedings of 8th International Conference on Hydro-science and Engineering (ICHE), Nagoya, Japan

[41]

Ikeda H, Koshizuka S, Oka Y, Park HS, Sugimoto J. Numerical analysis of jet injection behavior for fuel-coolant interaction using particle method. J. Nucl. Sci. Technol., 2001, 38(3): 174-182

[42]

Iribe T, Fujisawa T, Koshizuka S. Reduction of communication in parallel computing of particle method for flow simulation of seaside areas. Coastal Eng. J., 2010, 52(4): 287-304

[43]

Iribe T, Fujisawa T, Shibata K, Koshizuka S (2006) Study on parallel computation for fluid simulation using MPS method. Trans Jpn Soc Comput Eng Sci 20060015 (in Japanese)

[44]

Jandaghian M, Krimi A, Shakibaeinia A. Enhanced weakly-compressible MPS method for immersed granular flows. Adv. WaterResour., 2021, 152: 103908

[45]

Jena D, Biswal KC. A numerical study of violent sloshing problems with modified MPS method. J. Hydrodyn., 2017, 29(4): 659-667

[46]

Khayyer A, Gotoh H. Development of CMPS method for accurate water-surface tracking in breaking waves. Coastal Eng. J., 2008, 50(2): 179-207

[47]

Khayyer A, Gotoh H. Modified moving particle semi-implicit methods for the prediction of 2D wave impact pressure. Coastal Eng., 2009, 56(4): 419-440

[48]

Khayyer A, Gotoh H. A higher order Laplacian model for enhancement and stabilization of pressure calculation by the MPS method. Appl. Ocean Res., 2010, 32(1): 124-131

[49]

Khayyer A, Gotoh H. Enhancement of stability and accuracy of the moving particle semi-implicit method. J. Comput. Phys., 2011, 230(8): 3093-3118

[50]

Khayyer A, Gotoh H. A 3D higher order Laplacian model for enhancement and stabilization of pressure calculation in 3D MPS-based simulations. Appl. Ocean Res., 2012, 37: 120-126

[51]

Khayyer A, Gotoh H. Enhancement of performance and stability of MPS mesh-free particle method for multiphase flows characterized by high density ratios. J. Comput. Phys., 2013, 242: 211-233

[52]

Khayyer A, Gotoh H. A multiphase compressible-incompressible particle method for water slamming. Int. J. Offshore Polar Eng., 2016, 26(1): 20-25

[53]

Khayyer A, Gotoh H, Falahaty H, Shimizu Y. Towards development of enhanced fully-Lagrangian mesh-free computational methods for fluid-structure interaction. J. Hydrodyn., 2018, 30(1): 49-61

[54]

Khayyer A, Gotoh H, Falahaty H, Shimizu Y. An enhanced ISPH-SPH coupled method for simulation of incompressible fluid-elastic structure interactions. Comput. Phys. Commun., 2018, 232: 139-164

[55]

Khayyer A, Gotoh H, Shao S. Enhanced predictions of wave impact pressure by improved incompressible SPH methods. Appl. Ocean Res., 2009, 31(2): 111-131

[56]

Khayyer A, Gotoh H, Shao SD. Corrected Incompressible SPH method for accurate water-surface tracking in breaking waves. Coastal Eng., 2008, 55(3): 236-250

[57]

Khayyer A, Gotoh H, Shimizu Y. Comparative study on accuracy and conservation properties of two particle regularization schemes and proposal of an optimized particle shifting scheme in ISPH context. J. Comput. Phys., 2017, 332: 236-256

[58]

Khayyer A, Gotoh H, Shimizu Y. A projection-based particle method with optimized particle shifting for multiphase flows with large density ratios and discontinuous density fields. Comput. Fluids, 2019, 179: 356-371

[59]

Khayyer A, Gotoh H, Shimizu Y, Gotoh K, Falahaty H, Shao S. Development of a projection-based SPH method for numerical wave flume with porous media of variable porosity. Coastal Eng., 2018, 140: 1-22

[60]

Khayyer A, Gotoh H, Shimizu Y, Nishijima Y. A 3D Lagrangian meshfree projection-based solver for hydroelastic Fluid-Structure Interactions. J. Fluids Struct., 2021, 105: 103342

[61]

Khayyer A, Shimizu Y, Gotoh H, Hattori S. Multi-resolution ISPH-SPH for accurate and efficient simulation of hydroelastic fluid-structure interactions in ocean engineering. Ocean Eng., 2021, 226: 108652

[62]

Khayyer A, Shimizu Y, Gotoh H, Nagashima K. A coupled incompressible SPH-Hamiltonian SPH solver for hydroelastic FSI corresponding to composite structures. Appl Math Modell, 2021, 94: 242-271

[63]

Khayyer A, Tsuruta N, Shimizu Y, Gotoh H. Multi-resolution MPS for incompressible fluid-elastic structure interactions in ocean engineering. Appl. Ocean Res., 2019, 82: 397-414

[64]

Kim KS, Kim MH. Dynamic coupling between ship motion and three-layer-liquid separator by using moving particle simulation. Int. J. Offshore Polar Eng., 2014, 24(2): 122-128

[65]

Kondo M, Koshizuka S. Improvement of stability in moving particle semi-implicit method. Int. J. Numer. Methods Fluids, 2011, 65(6): 638-654

[66]

Koshizuka S, Ikeda H, Oka Y. Numerical analysis of fragmentation mechanisms in vapor explosions. Nucl. Eng. Des., 1999, 189: 423-433

[67]

Koshizuka S, Nobe A, Oka Y. Numerical analysis of breaking waves using the moving particle semi-implicit method. Int. J. Numer. Methods Fluids, 1998, 26: 751-769

[68]

Koshizuka S, Oka Y. Moving particle semi-implicit method for fragmentation of incompressible fluid. Nucl. Sci. Eng., 1996, 123(3): 421-434

[69]

Lastiwka M, Basa M, Quinlan NJ. Permeable and non-reflecting boundary conditions in SPH. Int. J. Numer. Methods Fluids, 2009, 61(7): 709-724

[70]

Lee BH, Park JC, Kim MH, Hwang SC. Step-by-step improvement of MPS method in simulating violent free-surface motions and impact-loads. Comput. Methods Appl. Mech. Eng., 2011, 200(9–12): 1113-1125

[71]

Lee CJK, Noguchi H, Koshizuka S. Fluid-shell structure interaction analysis by coupled particle and finite element method. Comput. Struct., 2007, 85(11–14): 688-697

[72]

Lee ES, Moulinec C, Xu R, Violeau D, Laurence D, Stansby P. Comparisons of weakly compressible and truly incompressible algorithms for the SPH mesh free particle method. J. Comput. Phys., 2008, 227(18): 8417-8436

[73]

Li G, Gao J, Wen P, Zhao Q, Wang J, Yan J, Yamaji A. A review on MPS method developments and applications in nuclear engineering. Comput. Methods Appl. Mech. Eng., 2020, 367: 113166

[74]

Li JJ, Qiu LC, Tian L, Yang YS, Han Y. Modeling 3D non-Newtonian solid-liquid flows with a free-surface using DEM-MPS. Eng. Anal. Boundary Elem., 2019, 105: 70-77

[75]

Lind SJ, Xu R, Stansby PK, Rogers BD. Incompressible smoothed particle hydrodynamics for free-surface flows: A generalised diffusion-based algorithm for stability and validations for impulsive flows and propagating waves. J. Comput. Phys., 2012, 231(4): 1499-1523

[76]

Liu J, Koshizuka S, Oka Y. A hybrid particle-mesh method for viscous, incompressible, multiphase flows. J. Comput. Phys., 2005, 202: 65-93

[77]

Liu X, Morita K, Zhang S. An advanced moving particle semi-implicit method for accurate and stable simulation of incompressible flows. Comput. Methods Appl. Mech. Eng., 2018, 339: 467-487

[78]

Liu X, Zhang S. Development of adaptive multi-resolution MPS method for multiphase flow simulation. Comput. Methods Appl. Mech. Eng., 2021, 387: 114184

[79]

Lucy LB. A numerical approach to the testing of the fission hypothesis. Astron. J., 1977, 82: 1013-1024

[80]

Luo M, Khayyer A, Lin P. Particle methods in ocean and coastal engineering. Appl. Ocean Res., 2021, 114: 102734

[81]

Luo M, Koh CG. Shared-Memory parallelization of consistent particle method for violent wave impact problems. Appl. Ocean Res., 2017, 69: 87-99

[82]

Lyu HG, Deng R, Sun PN, Miao JM. Study on the wedge penetrating fluid interfaces characterized by different density-ratios: Numerical investigations with a multi-phase SPH model. Ocean Eng., 2021, 237: 109538

[83]

Lyu HG, Sun PN, Miao JM, Zhang AM. 3D multi-resolution SPH modeling of the water entry dynamics of free-fall lifeboats. Ocean Eng., 2022, 257: 111648

[84]

Marrone S, Bouscasse B, Colagrossi A, Antuono M. Study of ship wave breaking patterns using 3D parallel SPH simulations. Comput. Fluids, 2012, 69: 54-66

[85]

Marrone S, Colagrossi A, Le Touzé D, Graziani G. Fast free-surface detection and level-set function definition in SPH solvers. J. Comput. Phys., 2010, 229(10): 3652-3663

[86]

Monaghan JJ. Simulating free surface flows with SPH. J. Comput. Phys., 1994, 110(2): 399-406

[87]

Monaghan JJ, Kajtar JB. SPH particle boundary forces for arbitrary boundaries. Comput. Phys. Commun., 2009, 180(10): 1811-1820

[88]

Ni X, Feng W, Huang S, Zhang Y, Feng X. A SPH numerical wave flume with non-reflective open boundary conditions. Ocean Eng., 2018, 163: 483-501

[89]

Ni X, Feng W, Huang S, Zhao X, Li X. Hybrid SW-NS SPH models using open boundary conditions for simulation of free-surface flows. Ocean Eng., 2020, 196: 106845

[90]

Nomura K, Koshizuka S, Oka Y, Obata H. Numerical analysis of droplet breakup behavior using particle method. J. Nucl. Sci. Technol., 2001, 38(12): 1057-1064

[91]

Pahar G, Dhar A. Numerical modelling of free-surface flow-porous media interaction using divergence-free moving particle semi-implicit method. Transp. Porous Media, 2017, 118(2): 157-175

[92]

Pan XJ, Zhang HX, Lun YT. Numerical simulation of viscous liquid sloshing by moving-particle semi-implicit method. J. Marine Sci. App., 2008, 7: 184-189

[93]

Pan XJ, Zhang HX, Sun XY. Numerical simulation of sloshing with large deforming free surface by MPS-LES method. China Ocean Eng., 2012, 26(4): 653-668

[94]

Park S, Jeun G. Coupling of rigid body dynamics and moving particle semi-implicit method for simulating isothermal multiphase fluid interactions. Comput. Methods Appl. Mech. Eng., 2011, 200(1–4): 130-140

[95]

Rafiee A, Pistani F, Thiagarajan K. Study of liquid sloshing: numerical and experimental approach. Comput. Mech., 2010, 47(1): 65-75

[96]

Rao C, Wan D. Numerical study of the wave-induced slamming force on the elastic plate based on MPS-FEM coupled method. J. Hydrodyn., 2018, 30(1): 70-78

[97]

Ren B, Wen H, Dong P, Wang Y. Improved SPH simulation of wave motions and turbulent flows through porous media. Coastal Eng., 2016, 107: 14-27

[98]

Rong S, Chen B. Numerical simulation of Taylor bubble formation in micro-channel by MPS method. Microgravity Sci. Technol., 2010, 22(3): 321-327

[99]

Sakai M, Shigeto Y, Sun X, Aoki T, Saito T, Xiong J, Koshizuka S. Lagrangian-Lagrangian modeling for a solid-liquid flow in a cylindrical tank. Chem. Eng. J., 2012, 200–202: 663-672

[100]

Shakibaeinia A, Jin YC. A weakly compressible MPS method for modeling of open-boundary free-surface flow. Int. J. Numer. Methods Fluids, 2009, 63: 1208-1232

[101]

Shakibaeinia A, Jin YC. A mesh-free particle model for simulation of mobile-bed dam break. Adv. Water Resour., 2011, 34: 794-807

[102]

Shakibaeinia A, Jin YC. MPS mesh-free particle method for multiphase flows. Comput. Methods Appl. Mech. Eng., 2012, 229–232: 13-26

[103]

Shibata K, Koshizuka S, Matsunaga T, Masaie I. The overlapping particle technique for multi-resolution simulation of particle methods. Comput. Methods Appl. Mech. Eng., 2017, 325: 434-462

[104]

Shibata K, Koshizuka S, Sakai M, Tanizawa K. Lagrangian simulations of ship-wave interactions in rough seas. Ocean Eng., 2012, 42: 13-25

[105]

Shibata K, Koshizuka S, Tamai T, Murozono K (2012) Overlapping particle technique and application to green water on deck. International Conference on Violent Flows, Nantes, France, 106–111

[106]

Shimizu Y, Gotoh H, Khayyer A. An MPS-based particle method for simulation of multiphase flows characterized by high density ratios by incorporation of space potential particle concept. Comput. Math. Appl., 2018, 76(5): 1108-1129

[107]

Shirakawa N, Yamamoto Y, Horie H, Tsunoyama S. Analysis of flows around a BWR spacer by the two-fluid particle interaction method. J. Nucl. Sci. Technol., 2002, 39(5): 572-581

[108]

Sun PN, Le Touzé D, Oger G, Zhang AM. An accurate FSI-SPH modeling of challenging fluid-structure interaction problems in two and three dimensions. Ocean Eng., 2021, 221: 108552

[109]

Sun PN, Le Touzé D, Zhang AM. Study of a complex fluid-structure dam-breaking benchmark problem using a multi-phase SPH method with APR. Eng. Anal. Boundary Elem., 2019, 104: 240-258

[110]

Sun X, Sakai M, Sakai MT, Yamada Y. A Lagrangian-Lagrangian coupled method for three-dimensional solid-liquid flows involving free surfaces in a rotating cylindrical tank. Chem. Eng. J., 2014, 246: 122-141

[111]

Sun Y, Xi G, Sun Z. A fully Lagrangian method for fluid-structure interaction problems with deformable floating structure. J. Fluids Struct., 2019, 90: 379-395

[112]

Sun Y, Xi G, Sun Z. A generic smoothed wall boundary in multi-resolution particle method for fluid-structure interaction problem. Comput. Methods Appl. Mech. Eng., 2021, 378: 113726

[113]

Tajnesaie M, Shakibaeinia A, Hosseini K. Meshfree particle numerical modelling of sub-aerial and submerged landslides. Comput. Fluids, 2018, 172: 109-121

[114]

Tanaka M, Cardoso R, Bahai H. Multi-resolution MPS method. J. Comput. Phys., 2018, 359: 106-136

[115]

Tanaka M, Masunaga T. Stabilization and smoothing of pressure in MPS method by Quasi-Compressibility. J. Comput. Phys., 2010, 229(11): 4279-4290

[116]

Tanaka M, Masunaga T, Nakagawa Y (2009) Multi-resolution MPS method. Trans. Jpn. Soc. Comput. Eng. Sci. 20090001 (in Japanese)

[117]

Tang Z, Wan D, Chen G, Xiao Q. Numerical simulation of 3D violent free-surface flows by multi-resolution MPS method. J. Ocean Eng. Mar. Energy, 2016, 2(3): 355-364

[118]

Tang Z, Zhang Y, Wan D. Numerical simulation of 3-D free surface flows by overlapping MPS. J. Hydrodyn., 2016, 28(2): 306-312

[119]

Tazaki T, Harada E, Gotoh H. Vertical sorting process in oscillating water tank using DEM-MPS coupling model. Coastal Eng., 2021, 165: 103765

[120]

Tazaki T, Harada E, Gotoh H. Numerical investigation of sediment transport mechanism under breaking waves by DEM-MPS coupling scheme. Coastal Eng., 2022, 175: 104146

[121]

Tian W, Ishiwatari Y, Ikejiri S, Yamakawa M, Oka Y. Numerical simulation on void bubble dynamics using moving particle semi-implicit method. Nucl. Eng. Des., 2009, 239(11): 2382-2390

[122]

Tsukamoto MM, Cheng LY, Kobayakawa H, Okada T, Bellezi CA. A numerical study of the effects of bottom and sidewall stiffeners on sloshing behavior considering roll resonant motion. Mar. Struct., 2020, 72: 102742

[123]

Tsukamoto MM, Cheng LY, Nishimoto K. Analytical and numerical study of the effects of an elastically-linked body on sloshing. Comput. Fluids, 2011, 49(1): 1-21

[124]

Tsuruta N, Khayyer A, Gotoh H. A short note on dynamic stabilization of moving particle semi-implicit method. Comput. Fluids, 2013, 82: 158-164

[125]

Tsuruta N, Khayyer A, Gotoh H, Suzuki K. Development of Wavy Interface model for wave generation by the projection-based particle methods. Coastal Eng., 2021, 165: 103861

[126]

Violeau D, Rogers BD. Smoothed particle hydrodynamics (SPH) for free-surface flows: past, present and future. J. Hydraul. Res., 2016, 54(1): 1-26

[127]

Wang J, Zhang X. Improved moving particle semi-implicit method for multiphase flow with discontinuity. Comput. Methods Appl. Mech. Eng., 2019, 346: 312-331

[128]

Wang L, Jiang Q, Zhang C. Improvement of moving particle semi-implicit method for simulation of progressive water waves. Int. J. Numer. Methods Fluids, 2017, 85(2): 69-89

[129]

Wang PP, Meng ZF, Zhang AM, Ming FR, Sun PN. Improved particle shifting technology and optimized free-surface detection method for free-surface flows in smoothed particle hydrodynamics. Comput. Methods Appl. Mech. Eng., 2019, 357: 112580

[130]

Wen X, Zhao W, Wan D. An improved moving particle semi-implicit method for interfacial flows. Appl. Ocean Res., 2021, 117: 102963

[131]

Wen X, Zhao W, Wan D. A multiphase MPS method for bubbly flows with complex interfaces. Ocean Eng., 2021, 238: 109743

[132]

Wen X, Zhao W, Wan D. Numerical simulations of multilayer-liquid sloshing by multiphase MPS method. J. Hydrodyn., 2021, 33(5): 938-949

[133]

Wen X, Zhao W, Wan D. Multi-phase moving particle semi-implicit method for violent sloshing flows. Eur. J. Mech. B. Fluids, 2022, 95: 1-22

[134]

Xie F, Zhao W, Wan D. CFD simulations of three-dimensional violent sloshing flows in tanks based on MPS and GPU. J. Hydrodyn., 2020, 33: 938-949

[135]

Xie F, Zhao W, Wan D. MPS-DEM coupling method for interaction between fluid and thin elastic structures. Ocean Eng., 2021, 236: 109449

[136]

Xie F, Zhao W, Wan D. Numerical simulations of liquid-solid flows with free surface by coupling IMPS and DEM. Appl. Ocean Res., 2021, 114: 102771

[137]

Xu R, Stansby P, Laurence D. Accuracy and stability in incompressible SPH (ISPH) based on the projection method and a new approach. J. Comput. Phys., 2009, 228(18): 6703-6725

[138]

Xu T, Jin YC. Modeling impact pressure on the surface of porous structure by macroscopic mesh-free method. Ocean Eng., 2019, 182: 1-13

[139]

Xu WJ, Zhou Q, Dong XY. SPH-DEM coupling method based on GPU and its application to the landslide tsunami. Part II: reproduction of the Vajont landslide tsunami. Acta Geotech., 2021, 17: 2121-2137

[140]

Zha R, Peng H, Qiu W. An improved higher-order moving particle semi-implicit method for simulations of two-dimensional hydroelastic slamming. Phys. Fluids, 2021, 33(3): 037104

[141]

Zhang G, Wua J, Sun Z, Moctarc OE, Zong Z. Numerically simulated flooding of a freely-floating two-dimensional damaged ship section using an improved MPS method. Appl. Ocean Res., 2020, 101: 102207

[142]

Zhang G, Zhao W, Wan D. Moving particle semi-implicit method coupled with finite element method for hydroelastic responses of floating structures in waves. Eur. J. Mech. B. Fluids, 2022, 95: 63-82

[143]

Zhang G, Zhao W, Wan D. Numerical simulations of sloshing waves in vertically excited square tank by improved MPS method. J. Hydrodyn., 2022, 34(1): 76-84

[144]

Zhang N, Zheng X, Ma Q. Study on wave-induced kinematic responses and flexures of ice floe by Smoothed Particle Hydrodynamics. Comput. Fluids, 2019, 189: 46-59

[145]

Zhang S, Gou W, Wang Y, Zhang J, Zheng Y. Direct numerical simulation of atomization by jet impact using moving particle semi-implicit method with GPU acceleration. Comput. Part. Mech., 2021, 9(3): 499-512

[146]

Zhang T, Koshizuka S, Murotani K, Shibata K, Ishii E. Improvement of pressure distribution to arbitrary geometry with boundary condition represented by polygons in particle method. Int. J. Numer. Methods Eng., 2017, 112(7): 685-710

[147]

Zhang T, Koshizuka S, Murotani K, Shibata K, Ishii E, Ishikawa M. Improvement of boundary conditions for non-planar boundaries represented by polygons with an initial particle arrangement technique. Int. J. Comput. Fluid Dyn., 2016, 30(2): 155-175

[148]

Zhang T, Koshizuka S, Xuan P, Li J, Gong C. Enhancement of stabilization of MPS to arbitrary geometries with a generic wall boundary condition. Comput. Fluids, 2019, 178: 88-112

[149]

Zhang TG, Koshizuka S, Shibata K, Murotani K, Ishii E (2015) Improved wall weight function with polygon boundary in moving particle semi-implicit method. Trans Japan Soc Comput Eng Sci 20150012

[150]

Zhang Y, Chen X, Wan D. MPS-FEM coupled method for the comparison study of liquid sloshing flows interacting with rigid and elastic baffles. Appl. Math. Mech., 2016, 37(12): 1359-1377

[151]

Zhang Y, Wan D. Numerical study of interactions between waves and free rolling body by IMPS method. Comput. Fluids, 2017, 155: 124-133

[152]

Zhang Y, Wan D. MPS-FEM coupled method for fluid-structure interaction in 3D dam-break flows. Int. J. Comput. Methods, 2018, 16(2): 1846009

[153]

Zhang Y, Wan D. MPS-FEM coupled method for sloshing flows in an elastic tank. Ocean Eng., 2018, 152: 416-427

[154]

Zhang Y, Wan D, Hino T. Comparative study of MPS method and level-set method for sloshing flows. J. Hydrodyn., 2014, 26(4): 577-585

[155]

Zhou Q, Xu WJ, Dong XY. SPH-DEM coupling method based on GPU and its application to the landslide tsunami. Part I: method and validation. Acta Geotech., 2021, 17: 2101-2119

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