A novel Arcs-based discrete element modeling of arbitrary convex and concave 2D particles

This study presents a novel Arcs-based discrete element method (ArcDEM) for efficient simulation of realistic granules with arbitrary convex and concave 2D particle outlines. In the proposed ArcDEM, a series of computational geometry algorithms are first developed to identify the convex corners and...

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Published inComputer methods in applied mechanics and engineering Vol. 386; p. 114071
Main Authors Wang, Xiang, Yin, Zhen-Yu, Su, Dong, Xiong, Hao, Feng, Y.T.
Format Journal Article
LanguageEnglish
Published Amsterdam Elsevier B.V 01.12.2021
Elsevier BV
Subjects
Online AccessGet full text
ISSN0045-7825
1879-2138
1879-2138
DOI10.1016/j.cma.2021.114071

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Abstract This study presents a novel Arcs-based discrete element method (ArcDEM) for efficient simulation of realistic granules with arbitrary convex and concave 2D particle outlines. In the proposed ArcDEM, a series of computational geometry algorithms are first developed to identify the convex corners and concave troughs of an arbitrary-shaped particle outline. Then, the circle-growing technique and the least squares method are combined to establish the Arcs-based particle that can represent the whole particle outline with multi-connected inward and outward arcs. Next, a new algorithm for efficient overlapping detection and precise contact resolution is developed for the Arcs-based particles. Finally, the ArcDEM is developed as a simulation tool with several implemented contact force laws and particle motions solved by an explicit time integration. To validate the feasibility and efficiency of the proposed ArcDEM, several numerical examples are performed, including (1) random allocation of non-overlapping irregular particles, (2) random packing of super-elliptical particles of different aspect ratios and blockiness, and (3) simulation of repose angle and biaxial compression tests of realistic rock particles with various roundness. The developed ArcDEM tool shows a powerful capability of numerically investigating the macro- and micromechanical properties of realistic convex and/or concave granular particles. •An ArcDEM framework is proposed for discrete modeling of arbitrary-shaped realistic particles.•An arcs-based algorithm is developed to reproduce concave and convex particle outlines.•Efficient contact detection and analytical contact resolution are implemented in ArcDEM.•Computational efficiency and validity are demonstrated through numerical examples.
AbstractList This study presents a novel Arcs-based discrete element method (ArcDEM) for efficient simulation of realistic granules with arbitrary convex and concave 2D particle outlines. In the proposed ArcDEM, a series of computational geometry algorithms are first developed to identify the convex corners and concave troughs of an arbitrary-shaped particle outline. Then, the circle-growing technique and the least squares method are combined to establish the Arcs-based particle that can represent the whole particle outline with multi-connected inward and outward arcs. Next, a new algorithm for efficient overlapping detection and precise contact resolution is developed for the Arcs-based particles. Finally, the ArcDEM is developed as a simulation tool with several implemented contact force laws and particle motions solved by an explicit time integration. To validate the feasibility and efficiency of the proposed ArcDEM, several numerical examples are performed, including (1) random allocation of non-overlapping irregular particles, (2) random packing of super-elliptical particles of different aspect ratios and blockiness, and (3) simulation of repose angle and biaxial compression tests of realistic rock particles with various roundness. The developed ArcDEM tool shows a powerful capability of numerically investigating the macro- and micromechanical properties of realistic convex and/or concave granular particles.
This study presents a novel Arcs-based discrete element method (ArcDEM) for efficient simulation of realistic granules with arbitrary convex and concave 2D particle outlines. In the proposed ArcDEM, a series of computational geometry algorithms are first developed to identify the convex corners and concave troughs of an arbitrary-shaped particle outline. Then, the circle-growing technique and the least squares method are combined to establish the Arcs-based particle that can represent the whole particle outline with multi-connected inward and outward arcs. Next, a new algorithm for efficient overlapping detection and precise contact resolution is developed for the Arcs-based particles. Finally, the ArcDEM is developed as a simulation tool with several implemented contact force laws and particle motions solved by an explicit time integration. To validate the feasibility and efficiency of the proposed ArcDEM, several numerical examples are performed, including (1) random allocation of non-overlapping irregular particles, (2) random packing of super-elliptical particles of different aspect ratios and blockiness, and (3) simulation of repose angle and biaxial compression tests of realistic rock particles with various roundness. The developed ArcDEM tool shows a powerful capability of numerically investigating the macro- and micromechanical properties of realistic convex and/or concave granular particles. •An ArcDEM framework is proposed for discrete modeling of arbitrary-shaped realistic particles.•An arcs-based algorithm is developed to reproduce concave and convex particle outlines.•Efficient contact detection and analytical contact resolution are implemented in ArcDEM.•Computational efficiency and validity are demonstrated through numerical examples.
ArticleNumber 114071
Author Wang, Xiang
Yin, Zhen-Yu
Su, Dong
Feng, Y.T.
Xiong, Hao
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Cites_doi 10.1016/j.conbuildmat.2018.03.246
10.1007/s10035-012-0356-x
10.1108/02644400410519785
10.1209/0295-5075/89/34002
10.1002/nag.1610190905
10.1016/j.advengsoft.2018.04.003
10.1016/j.cma.2013.10.004
10.1016/j.cma.2015.03.004
10.1016/j.cma.2021.113750
10.1016/j.ces.2009.04.025
10.1016/j.partic.2008.07.009
10.1016/S0307-904X(01)00050-6
10.1016/j.conbuildmat.2018.02.170
10.1016/j.cma.2011.02.010
10.1306/74D714C4-2B21-11D7-8648000102C1865D
10.1021/ie200862n
10.1086/624040
10.1016/j.cma.2014.06.022
10.1016/j.cma.2005.07.006
10.1007/s10035-019-0875-9
10.1126/science.1093010
10.1103/PhysRevE.81.051304
10.1007/s11433-010-4190-z
10.1002/nme.3254
10.1016/j.powtec.2006.05.006
10.1016/j.powtec.2016.12.094
10.1016/j.cma.2013.06.004
10.1016/j.advengsoft.2020.102816
10.1016/j.powtec.2018.06.020
10.1103/PhysRevE.85.031303
10.1016/j.cma.2017.07.009
10.1016/j.powtec.2017.12.053
10.1016/j.conbuildmat.2021.123043
10.1016/j.powtec.2011.01.003
10.1016/j.compgeo.2012.03.012
10.1103/PhysRevE.79.041309
10.1016/j.cma.2020.112873
10.1007/s10035-010-0217-4
10.1016/j.ces.2016.09.017
10.1016/j.partic.2008.07.019
10.1007/s11440-019-00830-w
10.1108/02644409510799497
10.1002/nag.3016
10.1016/j.tust.2020.103394
10.1016/j.cma.2012.06.012
10.1108/EC-03-2019-0124
10.1002/nag.3059
10.1016/j.powtec.2019.10.018
10.1016/j.jmps.2017.10.003
10.1002/nme.1569
10.1108/02644400910975441
10.1680/geot.1997.47.2.319
10.1061/(ASCE)GT.1943-5606.0001569
10.1016/j.partic.2019.04.005
10.1061/(ASCE)1090-0241(2006)132:5(591)
10.1002/nag.2951
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Keywords Concave particle
Overlapping detection
Particle shape
Discrete element method
Granular material
Contact resolution
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References Mollon, Zhao (b19) 2014; 279
Nie, Zhu, Wang, Gong (b43) 2019; 21
Feng, Owen (b34) 2004; 21
Zohdi (b44) 2017; 327
Boon, Houlsby, Utili (b55) 2012; 44
Feng (b70) 2021; 379
Feng (b20) 2021; 373
Hosseininia, Mirghasemi (b38) 2006; 166
Janke (b5) 1966; 36
Feng (b8) 2021; 373
Zhou, Zou, Pinson, Yu (b26) 2011; 50
Galindo-Torres (b6) 2013; 265
Yan (b42) 2010
Zhou, Ma, Chang (b12) 2013; 139
(b57) 2002
Peña, Lind, Herrmann (b39) 2008; 6
Gan, Yu, Zhou (b22) 2016; 156
Shu, Wang (b69) 2009
Cundall, Strack (b17) 1979
Kodam, Bharadwaj, Curtis, Hancock, Wassgren (b47) 2009; 64
Ting, Meachum, Rowell (b15) 1995; 12
Andrade, Lim, Avila, Vlahinić (b49) 2012; 241
Buchin, Plantinga, Rote, Sturm, Vegter (b67) 2007
Ng (b25) 2010; 33
Han, Feng, Owen (b30) 2006; 66
Zhou, Huang, Ng, Ma (b31) 2018; 327
Jiao, Stillinger, Torquato (b65) 2009; 79
Jin, Yuan, Yin, Cheng (b60) 2020; 44
Zhao, Zhang, Zhou, Zhang (b64) 2017; 310
Feng, Han, Owen (b4) 2012; 205–208
Arifuzzaman, Dong, Hou, Zhu, Zeng (b63) 2020; 361
Fu, Walton, Harvey (b41) 2012; 89
Fraige, Langston, Matchett, Dodds (b35) 2008; 6
Lin, Ng (b23) 1997; 47
Lim, Krabbenhoft, Andrade (b2) 2014; 268
Galindo Torres, Pedroso (b37) 2010; 81
Munjiza, Peters, Hopkins, Kala, Wahl (b32) 2009; 26
Galindo Torres, Muñoz, Alonso-Marroquín (b36) 2010; 82
Lai, Chen, Huang (b52) 2020; 362
Guo, Markine, Song (b11) 2018; 169
Yin, Wang, Zhang (b45) 2020; 100
Cohen-steiner, Alliez, Desbrun (b68) 2004
Cleary, Sawley (b16) 2002; 26
Lu, Li, Zhao, Meng (b29) 2010; 53
Zhao, Zhang, Zhou, Zhang (b13) 2017; 310
Kawamoto, Andò, Viggiani, Andrade (b51) 2018; 111
Nie, Wang, Liang, Gong (b66) 2018; 336
Saussine, Cholet, Gautier, Dubois, Bohatier, Moreau (b7) 2006; 195
Wang, Yu, Langston, Fraige (b14) 2011; 13
Smeets, Odenthal, Vanmaercke, Ramon (b56) 2015; 290
Xiong, Yin, Nicot (b61) 2020; 145
Xiong, Wu, Bao (b10) 2021; 289
Azéma, Radjai (b27) 2012; 85
Donev, Cisse, Sachs, Variano, Stillinger, Connelly, Salvatore Torquato, Chaikin (b21) 2004; 303
Höhner, Wirtz, Kruggel-Emden, Scherer (b46) 2011; 208
Altuhafi, Coop, Georgiannou (b1) 2016; 142
Liu, Chen, Ge, Ricoux (b50) 2020; 49
Delaney, Cleary (b62) 2010; 89
Cho, Dodds, Santamarina (b3) 2006; 132
Lin, Ng (b24) 1995; 19
Feng, Tan (b40) 2019; 37
Jin, Yin (b59) 2020; 44
Li (b48) 2017
Mollon, Zhao (b18) 2012; 14
Azéma, Radja (b28) 2012; 81
Nie, Liang, Wang, Gong (b53) 2018; 172
Wadell (b54) 1933; 41
Zhao, Zhao (b33) 2019; 43
Jin, Yin (b58) 2018; 121
Xiao, Yuan, Lin, Ran, Liu (b9) 2019; 14
Janke (10.1016/j.cma.2021.114071_b5) 1966; 36
Ng (10.1016/j.cma.2021.114071_b25) 2010; 33
Azéma (10.1016/j.cma.2021.114071_b27) 2012; 85
Smeets (10.1016/j.cma.2021.114071_b56) 2015; 290
Shu (10.1016/j.cma.2021.114071_b69) 2009
Yin (10.1016/j.cma.2021.114071_b45) 2020; 100
Feng (10.1016/j.cma.2021.114071_b8) 2021; 373
Mollon (10.1016/j.cma.2021.114071_b19) 2014; 279
Munjiza (10.1016/j.cma.2021.114071_b32) 2009; 26
Andrade (10.1016/j.cma.2021.114071_b49) 2012; 241
Delaney (10.1016/j.cma.2021.114071_b62) 2010; 89
Xiao (10.1016/j.cma.2021.114071_b9) 2019; 14
Zhou (10.1016/j.cma.2021.114071_b12) 2013; 139
Nie (10.1016/j.cma.2021.114071_b43) 2019; 21
Buchin (10.1016/j.cma.2021.114071_b67) 2007
Peña (10.1016/j.cma.2021.114071_b39) 2008; 6
Mollon (10.1016/j.cma.2021.114071_b18) 2012; 14
Boon (10.1016/j.cma.2021.114071_b55) 2012; 44
Feng (10.1016/j.cma.2021.114071_b20) 2021; 373
Jiao (10.1016/j.cma.2021.114071_b65) 2009; 79
Feng (10.1016/j.cma.2021.114071_b40) 2019; 37
Kodam (10.1016/j.cma.2021.114071_b47) 2009; 64
Zhou (10.1016/j.cma.2021.114071_b26) 2011; 50
Feng (10.1016/j.cma.2021.114071_b34) 2004; 21
Zhao (10.1016/j.cma.2021.114071_b64) 2017; 310
Lin (10.1016/j.cma.2021.114071_b23) 1997; 47
Feng (10.1016/j.cma.2021.114071_b4) 2012; 205–208
Cleary (10.1016/j.cma.2021.114071_b16) 2002; 26
(10.1016/j.cma.2021.114071_b57) 2002
Cundall (10.1016/j.cma.2021.114071_b17) 1979
Azéma (10.1016/j.cma.2021.114071_b28) 2012; 81
Liu (10.1016/j.cma.2021.114071_b50) 2020; 49
Xiong (10.1016/j.cma.2021.114071_b10) 2021; 289
Galindo Torres (10.1016/j.cma.2021.114071_b37) 2010; 81
Fu (10.1016/j.cma.2021.114071_b41) 2012; 89
Guo (10.1016/j.cma.2021.114071_b11) 2018; 169
Feng (10.1016/j.cma.2021.114071_b70) 2021; 379
Jin (10.1016/j.cma.2021.114071_b59) 2020; 44
Lim (10.1016/j.cma.2021.114071_b2) 2014; 268
Kawamoto (10.1016/j.cma.2021.114071_b51) 2018; 111
Nie (10.1016/j.cma.2021.114071_b53) 2018; 172
Cohen-steiner (10.1016/j.cma.2021.114071_b68) 2004
Zhao (10.1016/j.cma.2021.114071_b13) 2017; 310
Xiong (10.1016/j.cma.2021.114071_b61) 2020; 145
Lai (10.1016/j.cma.2021.114071_b52) 2020; 362
Zhou (10.1016/j.cma.2021.114071_b31) 2018; 327
Fraige (10.1016/j.cma.2021.114071_b35) 2008; 6
Galindo Torres (10.1016/j.cma.2021.114071_b36) 2010; 82
Wang (10.1016/j.cma.2021.114071_b14) 2011; 13
Lin (10.1016/j.cma.2021.114071_b24) 1995; 19
Galindo-Torres (10.1016/j.cma.2021.114071_b6) 2013; 265
Saussine (10.1016/j.cma.2021.114071_b7) 2006; 195
Han (10.1016/j.cma.2021.114071_b30) 2006; 66
Zhao (10.1016/j.cma.2021.114071_b33) 2019; 43
Yan (10.1016/j.cma.2021.114071_b42) 2010
Ting (10.1016/j.cma.2021.114071_b15) 1995; 12
Lu (10.1016/j.cma.2021.114071_b29) 2010; 53
Jin (10.1016/j.cma.2021.114071_b58) 2018; 121
Gan (10.1016/j.cma.2021.114071_b22) 2016; 156
Wadell (10.1016/j.cma.2021.114071_b54) 1933; 41
Zohdi (10.1016/j.cma.2021.114071_b44) 2017; 327
Höhner (10.1016/j.cma.2021.114071_b46) 2011; 208
Altuhafi (10.1016/j.cma.2021.114071_b1) 2016; 142
Hosseininia (10.1016/j.cma.2021.114071_b38) 2006; 166
Arifuzzaman (10.1016/j.cma.2021.114071_b63) 2020; 361
Cho (10.1016/j.cma.2021.114071_b3) 2006; 132
Li (10.1016/j.cma.2021.114071_b48) 2017
Donev (10.1016/j.cma.2021.114071_b21) 2004; 303
Jin (10.1016/j.cma.2021.114071_b60) 2020; 44
Nie (10.1016/j.cma.2021.114071_b66) 2018; 336
References_xml – year: 2009
  ident: b69
  article-title: Fast mesh segmentation by approximated spherical patches
  publication-title: Control & Decision Conference
– volume: 169
  start-page: 414
  year: 2018
  end-page: 424
  ident: b11
  article-title: Ballast degradation: Effect of particle size and shape using Los Angeles Abrasion test and image analysis
  publication-title: Constr. Build. Mater.
– volume: 49
  start-page: 65
  year: 2020
  end-page: 76
  ident: b50
  article-title: NURBS-based DEM for non-spherical particles
  publication-title: Particuology
– volume: 43
  start-page: 2147
  year: 2019
  end-page: 2169
  ident: b33
  article-title: A poly-superellipsoid-based approach on particle morphology for DEM modeling of granular media
  publication-title: Int. J. Numer. Anal. Methods Geomech.
– volume: 121
  start-page: 84
  year: 2018
  end-page: 97
  ident: b58
  article-title: ErosLab: A modelling tool for soil tests
  publication-title: Adv. Eng. Softw.
– volume: 44
  start-page: 1239
  year: 2020
  end-page: 1261
  ident: b59
  article-title: Enhancement of backtracking search algorithm for identifying soil parameters
  publication-title: Int. J. Numer. Anal. Methods Geomech.
– volume: 82
  year: 2010
  ident: b36
  article-title: Minkowski–Voronoi diagrams as a method to generate random packings of spheropolygons for the simulation of soils
  publication-title: Phys. Rev. E
– volume: 362
  year: 2020
  ident: b52
  article-title: Fourier series-based discrete element method for computational mechanics of irregular-shaped particles
  publication-title: Comput. Methods Appl. Mech. Engrg.
– volume: 172
  start-page: 319
  year: 2018
  end-page: 329
  ident: b53
  article-title: Evaluation of granular particle roundness using digital image processing and computational geometry
  publication-title: Constr. Build. Mater.
– volume: 44
  start-page: 73
  year: 2012
  end-page: 82
  ident: b55
  article-title: A new algorithm for contact detection between convex polygonal and polyhedral particles in the discrete element method
  publication-title: Comput. Geotech.
– volume: 310
  start-page: 175
  year: 2017
  end-page: 186
  ident: b64
  article-title: Particle shape effects on fabric of granular random packing
  publication-title: Powder Technol.
– volume: 13
  start-page: 1
  year: 2011
  end-page: 12
  ident: b14
  article-title: Particle shape effects in discrete element modelling of cohesive angular particles
  publication-title: Granul. Matter
– volume: 145
  year: 2020
  ident: b61
  article-title: Programming the micro-mechanical model of granular materials in Julia
  publication-title: Adv. Eng. Softw.
– volume: 14
  start-page: 2123
  year: 2019
  end-page: 2131
  ident: b9
  article-title: Effect of particle shape of glass beads on the strength and deformation of cemented sands
  publication-title: Acta Geotech.
– volume: 156
  start-page: 64
  year: 2016
  end-page: 76
  ident: b22
  article-title: DEM simulation on the packing of fine ellipsoids
  publication-title: Chem. Eng. Sci.
– volume: 100
  year: 2020
  ident: b45
  article-title: Effect of particle shape on the progressive failure of shield tunnel face in granular soils by coupled fdm-dem method
  publication-title: Tunn. Undergr. Space Technol.
– volume: 139
  start-page: 1868
  year: 2013
  end-page: 1873
  ident: b12
  article-title: Influence of particle shape on behavior of rockfill using a three-dimensional deformable
  publication-title: J. Eng. Mech.
– volume: 33
  start-page: 511
  year: 2010
  end-page: 527
  ident: b25
  article-title: Particle shape effect on macro- and micro-behaviors of monodisperse ellipsoids
– volume: 21
  start-page: 265
  year: 2004
  end-page: 277
  ident: b34
  article-title: 2D polygon/polygon contact model: algorithmic aspects
  publication-title: Eng. Comput.
– volume: 79
  year: 2009
  ident: b65
  article-title: Optimal packings of superballs
  publication-title: Phys. Rev. E
– volume: 47
  start-page: 319
  year: 1997
  end-page: 329
  ident: b23
  article-title: A three-dimensional discrete element model using arrays of ellipsoids
  publication-title: Geotechnique
– year: 2004
  ident: b68
  article-title: Variational Shape Approximation
– volume: 19
  start-page: 653
  year: 1995
  end-page: 659
  ident: b24
  article-title: Contact detection algorithms for three-dimensional ellipsoids in discrete element modelling
  publication-title: Int. J. Numer. Anal. Methods Geomech.
– volume: 12
  start-page: 99
  year: 1995
  end-page: 108
  ident: b15
  article-title: Effect of particle shape on the strength and deformation mechanisms of ellipse-shaped granular assemblages
  publication-title: Eng. Comput.
– start-page: 238
  year: 2010
  end-page: 249
  ident: b42
  article-title: Particle elongation and deposition effect to macroscopic and microscopic responses of numerical direct shear tests
– volume: 361
  start-page: 112
  year: 2020
  end-page: 123
  ident: b63
  article-title: Explicit contact force model for superellipses by Fourier transform and application to superellipse packing
  publication-title: Powder Technol.
– volume: 21
  year: 2019
  ident: b43
  article-title: Investigating the effects of Fourier-based particle shape on the shear behaviors of rockfill material via DEM
  publication-title: Granul. Matter
– volume: 85
  year: 2012
  ident: b27
  article-title: Force chains and contact network topology in sheared packings of elongated particles
  publication-title: Phys. Rev. E
– volume: 195
  start-page: 2841
  year: 2006
  end-page: 2859
  ident: b7
  article-title: Modelling ballast behaviour under dynamic loading. Part 1: A 2D polygonal discrete element method approach
  publication-title: Comput. Methods Appl. Mech. Engrg.
– volume: 373
  year: 2021
  ident: b20
  article-title: An energy-conserving contact theory for discrete element modelling of arbitrarily shaped particles: Contact volume based model and computational issues
  publication-title: Comput. Methods Appl. Mech. Engrg.
– volume: 132
  start-page: 591
  year: 2006
  end-page: 602
  ident: b3
  article-title: Particle shape effects on packing density, stiffness, and strength: natural and crushed sands
  publication-title: J. Geotech. Geoenviron. Eng.
– volume: 44
  start-page: 923
  year: 2020
  end-page: 941
  ident: b60
  article-title: An edge-based strain smoothing particle finite element method for large deformation problems in geotechnical engineering
  publication-title: Int. J. Numer. Anal. Methods Geomech.
– volume: 289
  year: 2021
  ident: b10
  article-title: Investigating effect of particle shape on suffusion by CFD-DEM modeling
  publication-title: Constr. Build. Mater.
– volume: 36
  start-page: 60
  year: 1966
  end-page: 71
  ident: b5
  article-title: Effect of shape upon the settling velocity of regular convex geometric particles
  publication-title: J. Sediment. Res.
– volume: 53
  start-page: 2284
  year: 2010
  end-page: 2292
  ident: b29
  article-title: A computational investigation on random packings of sphere-spherocylinder mixtures
  publication-title: Sci. China (Phys. Mech. Astron.)
– volume: 327
  start-page: 503
  year: 2017
  end-page: 521
  ident: b44
  article-title: On the dynamics and breakup of quadcopters using a discrete element method framework
  publication-title: Comput. Methods Appl. Mech. Engrg.
– volume: 6
  start-page: 455
  year: 2008
  end-page: 466
  ident: b35
  article-title: Vibration induced flow in hoppers: DEM 2D polygon model
  publication-title: Particuology
– volume: 64
  start-page: 3466
  year: 2009
  end-page: 3475
  ident: b47
  article-title: Force model considerations for glued-sphere discrete element method simulations
  publication-title: Chem. Eng. Sci.
– volume: 37
  start-page: 54
  year: 2019
  end-page: 72
  ident: b40
  article-title: On minkowski difference-based contact detection in discrete/discontinuous modelling of convex polygons/polyhedra
  publication-title: Eng. Comput.
– volume: 50
  start-page: 9787
  year: 2011
  end-page: 9798
  ident: b26
  article-title: Dynamic simulation of the packing of ellipsoidal particles
  publication-title: Ind. Eng. Chem. Res.
– volume: 268
  start-page: 557
  year: 2014
  end-page: 573
  ident: b2
  article-title: A contact dynamics approach to the Granular Element Method
  publication-title: Comput. Methods Appl. Mech. Engrg.
– volume: 81
  year: 2010
  ident: b37
  article-title: Molecular dynamics simulations of complex-shaped particles using voronoi-based spheropolyhedra
  publication-title: Phys. Rev. E
– volume: 41
  start-page: 310
  year: 1933
  end-page: 331
  ident: b54
  article-title: Sphericity and roundness of rock particles
  publication-title: J. Geol.
– volume: 327
  start-page: 152
  year: 2018
  end-page: 162
  ident: b31
  article-title: A geometric potential-based contact detection algorithm for egg-shaped particles in discrete element modeling
  publication-title: Powder Technol.
– volume: 208
  start-page: 643
  year: 2011
  end-page: 656
  ident: b46
  article-title: Comparison of the multi-sphere and polyhedral approach to simulate non-spherical particles within the discrete element method: Influence on temporal force evolution for multiple contacts
  publication-title: Powder Technol.
– volume: 279
  start-page: 46
  year: 2014
  end-page: 65
  ident: b19
  article-title: 3D generation of realistic granular samples based on random fields theory and Fourier shape descriptors
  publication-title: Comput. Methods Appl. Mech. Eng.
– volume: 290
  start-page: 277
  year: 2015
  end-page: 289
  ident: b56
  article-title: Polygon-based contact description for modeling arbitrary polyhedra in the Discrete Element Method
  publication-title: Comput. Methods Appl. Mech. Engrg.
– year: 2002
  ident: b57
  article-title: PFC2D Particle Flow Code in Two Dimensions, User’s Guide
– volume: 66
  start-page: 485
  year: 2006
  end-page: 501
  ident: b30
  article-title: Polygon-based contact resolution for superquadrics
  publication-title: Internat. J. Numer. Methods Engrg.
– volume: 142
  year: 2016
  ident: b1
  article-title: Effect of particle shape on the mechanical behavior of natural sands
  publication-title: J. Geotech. Geoenviron. Eng.
– year: 2007
  ident: b67
  article-title: Convex approximation by spherical patches
  publication-title: EPRINTS-BOOK-TITLE
– volume: 303
  start-page: 990
  year: 2004
  end-page: 993
  ident: b21
  article-title: Improving the density of jammed disordered packings using ellipsoids
  publication-title: Science
– volume: 6
  start-page: 506
  year: 2008
  end-page: 514
  ident: b39
  article-title: Modeling slow deformation of polygonal particles using DEM
  publication-title: Particuology
– volume: 14
  start-page: 621
  year: 2012
  end-page: 638
  ident: b18
  article-title: Fourier-Voronoi-based generation of realistic samples for discrete modelling of granular materials
  publication-title: Granul. Matter
– volume: 111
  start-page: 375
  year: 2018
  end-page: 392
  ident: b51
  article-title: All you need is shape: Predicting shear banding in sand with LS-DEM
  publication-title: J. Mech. Phys. Solids
– volume: 265
  start-page: 107
  year: 2013
  end-page: 119
  ident: b6
  article-title: A coupled Discrete Element Lattice Boltzmann Method for the simulation of fluid–solid interaction with particles of general shapes
  publication-title: Comput. Methods Appl. Mech. Engrg.
– volume: 89
  start-page: 599
  year: 2012
  end-page: 617
  ident: b41
  article-title: Polyarc discrete element for efficiently simulating arbitrarily shaped 2d particles
  publication-title: Internat. J. Numer. Methods Engrg.
– volume: 81
  year: 2012
  ident: b28
  article-title: Stress–strain behavior and geometrical properties of packings of elongated particles
  publication-title: Phys. Rev. E
– volume: 379
  year: 2021
  ident: b70
  article-title: An effective energy-conserving contact modelling strategy for spherical harmonic particles represented by surface triangular meshes with automatic simplification
  publication-title: Comput. Methods Appl. Mech. Eng.
– volume: 205–208
  start-page: 169
  year: 2012
  end-page: 177
  ident: b4
  article-title: Energy-conserving contact interaction models for arbitrarily shaped discrete elements
  publication-title: Comput. Methods Appl. Mech. Eng.
– volume: 241
  start-page: 262
  year: 2012
  end-page: 274
  ident: b49
  article-title: Granular element method for computational particle mechanics
  publication-title: Comput. Methods Appl. Mech. Engrg.
– volume: 89
  start-page: 34002
  year: 2010
  ident: b62
  article-title: The packing properties of superellipsoids
  publication-title: Europhys. Lett.
– year: 2017
  ident: b48
  article-title: Validations and Applications of Discrete Element Method
– volume: 373
  year: 2021
  ident: b8
  article-title: An energy-conserving contact theory for discrete element modelling of arbitrarily shaped particles: basic framework and general contact model
  publication-title: Comput. Methods Appl. Mech. Engrg.
– volume: 166
  start-page: 100
  year: 2006
  end-page: 112
  ident: b38
  article-title: Numerical simulation of breakage of two-dimensional polygon-shaped particles using discrete element method
  publication-title: Powder Technol.
– volume: 336
  start-page: 584
  year: 2018
  end-page: 593
  ident: b66
  article-title: Quantitative analysis of the three-dimensional roundness of granular particles
  publication-title: Powder Technol.
– volume: 26
  start-page: 89
  year: 2002
  end-page: 111
  ident: b16
  article-title: DEM modelling of industrial granular flows: 3D case studies and the effect of particle shape on hopper discharge
  publication-title: Appl. Math. Model.
– start-page: 47
  year: 1979
  end-page: 65
  ident: b17
  article-title: A discrete numerical model for granular assemblies
– volume: 310
  start-page: 175
  year: 2017
  end-page: 186
  ident: b13
  article-title: Particle shape effects on fabric of granular random packing
  publication-title: Powder Technol.
– volume: 26
  start-page: 645
  year: 2009
  end-page: 657
  ident: b32
  article-title: A poly-ellipsoid particle for non-spherical discrete element method
  publication-title: Eng. Comput.
– volume: 82
  issue: 5
  year: 2010
  ident: 10.1016/j.cma.2021.114071_b36
  article-title: Minkowski–Voronoi diagrams as a method to generate random packings of spheropolygons for the simulation of soils
  publication-title: Phys. Rev. E
– volume: 172
  start-page: 319
  year: 2018
  ident: 10.1016/j.cma.2021.114071_b53
  article-title: Evaluation of granular particle roundness using digital image processing and computational geometry
  publication-title: Constr. Build. Mater.
  doi: 10.1016/j.conbuildmat.2018.03.246
– volume: 14
  start-page: 621
  issue: 5
  year: 2012
  ident: 10.1016/j.cma.2021.114071_b18
  article-title: Fourier-Voronoi-based generation of realistic samples for discrete modelling of granular materials
  publication-title: Granul. Matter
  doi: 10.1007/s10035-012-0356-x
– volume: 21
  start-page: 265
  issue: 2
  year: 2004
  ident: 10.1016/j.cma.2021.114071_b34
  article-title: 2D polygon/polygon contact model: algorithmic aspects
  publication-title: Eng. Comput.
  doi: 10.1108/02644400410519785
– volume: 89
  start-page: 34002
  issue: 3
  year: 2010
  ident: 10.1016/j.cma.2021.114071_b62
  article-title: The packing properties of superellipsoids
  publication-title: Europhys. Lett.
  doi: 10.1209/0295-5075/89/34002
– volume: 19
  start-page: 653
  issue: 9
  year: 1995
  ident: 10.1016/j.cma.2021.114071_b24
  article-title: Contact detection algorithms for three-dimensional ellipsoids in discrete element modelling
  publication-title: Int. J. Numer. Anal. Methods Geomech.
  doi: 10.1002/nag.1610190905
– year: 2017
  ident: 10.1016/j.cma.2021.114071_b48
– volume: 121
  start-page: 84
  year: 2018
  ident: 10.1016/j.cma.2021.114071_b58
  article-title: ErosLab: A modelling tool for soil tests
  publication-title: Adv. Eng. Softw.
  doi: 10.1016/j.advengsoft.2018.04.003
– volume: 268
  start-page: 557
  year: 2014
  ident: 10.1016/j.cma.2021.114071_b2
  article-title: A contact dynamics approach to the Granular Element Method
  publication-title: Comput. Methods Appl. Mech. Engrg.
  doi: 10.1016/j.cma.2013.10.004
– volume: 290
  start-page: 277
  year: 2015
  ident: 10.1016/j.cma.2021.114071_b56
  article-title: Polygon-based contact description for modeling arbitrary polyhedra in the Discrete Element Method
  publication-title: Comput. Methods Appl. Mech. Engrg.
  doi: 10.1016/j.cma.2015.03.004
– volume: 379
  year: 2021
  ident: 10.1016/j.cma.2021.114071_b70
  article-title: An effective energy-conserving contact modelling strategy for spherical harmonic particles represented by surface triangular meshes with automatic simplification
  publication-title: Comput. Methods Appl. Mech. Eng.
  doi: 10.1016/j.cma.2021.113750
– year: 2004
  ident: 10.1016/j.cma.2021.114071_b68
– volume: 64
  start-page: 3466
  issue: 15
  year: 2009
  ident: 10.1016/j.cma.2021.114071_b47
  article-title: Force model considerations for glued-sphere discrete element method simulations
  publication-title: Chem. Eng. Sci.
  doi: 10.1016/j.ces.2009.04.025
– volume: 6
  start-page: 506
  issue: 6
  year: 2008
  ident: 10.1016/j.cma.2021.114071_b39
  article-title: Modeling slow deformation of polygonal particles using DEM
  publication-title: Particuology
  doi: 10.1016/j.partic.2008.07.009
– volume: 26
  start-page: 89
  issue: 2
  year: 2002
  ident: 10.1016/j.cma.2021.114071_b16
  article-title: DEM modelling of industrial granular flows: 3D case studies and the effect of particle shape on hopper discharge
  publication-title: Appl. Math. Model.
  doi: 10.1016/S0307-904X(01)00050-6
– volume: 169
  start-page: 414
  year: 2018
  ident: 10.1016/j.cma.2021.114071_b11
  article-title: Ballast degradation: Effect of particle size and shape using Los Angeles Abrasion test and image analysis
  publication-title: Constr. Build. Mater.
  doi: 10.1016/j.conbuildmat.2018.02.170
– volume: 373
  year: 2021
  ident: 10.1016/j.cma.2021.114071_b8
  article-title: An energy-conserving contact theory for discrete element modelling of arbitrarily shaped particles: basic framework and general contact model
  publication-title: Comput. Methods Appl. Mech. Engrg.
– volume: 33
  start-page: 511
  issue: 4
  year: 2010
  ident: 10.1016/j.cma.2021.114071_b25
  article-title: Particle shape effect on macro- and micro-behaviors of monodisperse ellipsoids
– volume: 205–208
  start-page: 169
  year: 2012
  ident: 10.1016/j.cma.2021.114071_b4
  article-title: Energy-conserving contact interaction models for arbitrarily shaped discrete elements
  publication-title: Comput. Methods Appl. Mech. Eng.
  doi: 10.1016/j.cma.2011.02.010
– volume: 36
  start-page: 60
  issue: 2
  year: 1966
  ident: 10.1016/j.cma.2021.114071_b5
  article-title: Effect of shape upon the settling velocity of regular convex geometric particles
  publication-title: J. Sediment. Res.
  doi: 10.1306/74D714C4-2B21-11D7-8648000102C1865D
– volume: 50
  start-page: 9787
  issue: 16
  year: 2011
  ident: 10.1016/j.cma.2021.114071_b26
  article-title: Dynamic simulation of the packing of ellipsoidal particles
  publication-title: Ind. Eng. Chem. Res.
  doi: 10.1021/ie200862n
– volume: 41
  start-page: 310
  issue: 3
  year: 1933
  ident: 10.1016/j.cma.2021.114071_b54
  article-title: Sphericity and roundness of rock particles
  publication-title: J. Geol.
  doi: 10.1086/624040
– volume: 279
  start-page: 46
  year: 2014
  ident: 10.1016/j.cma.2021.114071_b19
  article-title: 3D generation of realistic granular samples based on random fields theory and Fourier shape descriptors
  publication-title: Comput. Methods Appl. Mech. Eng.
  doi: 10.1016/j.cma.2014.06.022
– volume: 195
  start-page: 2841
  issue: 19–22
  year: 2006
  ident: 10.1016/j.cma.2021.114071_b7
  article-title: Modelling ballast behaviour under dynamic loading. Part 1: A 2D polygonal discrete element method approach
  publication-title: Comput. Methods Appl. Mech. Engrg.
  doi: 10.1016/j.cma.2005.07.006
– volume: 21
  issue: 2
  year: 2019
  ident: 10.1016/j.cma.2021.114071_b43
  article-title: Investigating the effects of Fourier-based particle shape on the shear behaviors of rockfill material via DEM
  publication-title: Granul. Matter
  doi: 10.1007/s10035-019-0875-9
– volume: 303
  start-page: 990
  issue: 5660
  year: 2004
  ident: 10.1016/j.cma.2021.114071_b21
  article-title: Improving the density of jammed disordered packings using ellipsoids
  publication-title: Science
  doi: 10.1126/science.1093010
– volume: 81
  issue: 5
  year: 2012
  ident: 10.1016/j.cma.2021.114071_b28
  article-title: Stress–strain behavior and geometrical properties of packings of elongated particles
  publication-title: Phys. Rev. E
  doi: 10.1103/PhysRevE.81.051304
– volume: 53
  start-page: 2284
  issue: 12
  year: 2010
  ident: 10.1016/j.cma.2021.114071_b29
  article-title: A computational investigation on random packings of sphere-spherocylinder mixtures
  publication-title: Sci. China (Phys. Mech. Astron.)
  doi: 10.1007/s11433-010-4190-z
– volume: 89
  start-page: 599
  issue: 5
  year: 2012
  ident: 10.1016/j.cma.2021.114071_b41
  article-title: Polyarc discrete element for efficiently simulating arbitrarily shaped 2d particles
  publication-title: Internat. J. Numer. Methods Engrg.
  doi: 10.1002/nme.3254
– volume: 166
  start-page: 100
  issue: 2
  year: 2006
  ident: 10.1016/j.cma.2021.114071_b38
  article-title: Numerical simulation of breakage of two-dimensional polygon-shaped particles using discrete element method
  publication-title: Powder Technol.
  doi: 10.1016/j.powtec.2006.05.006
– year: 2002
  ident: 10.1016/j.cma.2021.114071_b57
– volume: 310
  start-page: 175
  year: 2017
  ident: 10.1016/j.cma.2021.114071_b64
  article-title: Particle shape effects on fabric of granular random packing
  publication-title: Powder Technol.
  doi: 10.1016/j.powtec.2016.12.094
– volume: 265
  start-page: 107
  year: 2013
  ident: 10.1016/j.cma.2021.114071_b6
  article-title: A coupled Discrete Element Lattice Boltzmann Method for the simulation of fluid–solid interaction with particles of general shapes
  publication-title: Comput. Methods Appl. Mech. Engrg.
  doi: 10.1016/j.cma.2013.06.004
– volume: 145
  year: 2020
  ident: 10.1016/j.cma.2021.114071_b61
  article-title: Programming the micro-mechanical model of granular materials in Julia
  publication-title: Adv. Eng. Softw.
  doi: 10.1016/j.advengsoft.2020.102816
– volume: 336
  start-page: 584
  year: 2018
  ident: 10.1016/j.cma.2021.114071_b66
  article-title: Quantitative analysis of the three-dimensional roundness of granular particles
  publication-title: Powder Technol.
  doi: 10.1016/j.powtec.2018.06.020
– volume: 85
  issue: 3
  year: 2012
  ident: 10.1016/j.cma.2021.114071_b27
  article-title: Force chains and contact network topology in sheared packings of elongated particles
  publication-title: Phys. Rev. E
  doi: 10.1103/PhysRevE.85.031303
– volume: 327
  start-page: 503
  year: 2017
  ident: 10.1016/j.cma.2021.114071_b44
  article-title: On the dynamics and breakup of quadcopters using a discrete element method framework
  publication-title: Comput. Methods Appl. Mech. Engrg.
  doi: 10.1016/j.cma.2017.07.009
– volume: 327
  start-page: 152
  year: 2018
  ident: 10.1016/j.cma.2021.114071_b31
  article-title: A geometric potential-based contact detection algorithm for egg-shaped particles in discrete element modeling
  publication-title: Powder Technol.
  doi: 10.1016/j.powtec.2017.12.053
– volume: 289
  year: 2021
  ident: 10.1016/j.cma.2021.114071_b10
  article-title: Investigating effect of particle shape on suffusion by CFD-DEM modeling
  publication-title: Constr. Build. Mater.
  doi: 10.1016/j.conbuildmat.2021.123043
– volume: 208
  start-page: 643
  issue: 3
  year: 2011
  ident: 10.1016/j.cma.2021.114071_b46
  article-title: Comparison of the multi-sphere and polyhedral approach to simulate non-spherical particles within the discrete element method: Influence on temporal force evolution for multiple contacts
  publication-title: Powder Technol.
  doi: 10.1016/j.powtec.2011.01.003
– volume: 44
  start-page: 73
  year: 2012
  ident: 10.1016/j.cma.2021.114071_b55
  article-title: A new algorithm for contact detection between convex polygonal and polyhedral particles in the discrete element method
  publication-title: Comput. Geotech.
  doi: 10.1016/j.compgeo.2012.03.012
– volume: 79
  issue: 4
  year: 2009
  ident: 10.1016/j.cma.2021.114071_b65
  article-title: Optimal packings of superballs
  publication-title: Phys. Rev. E
  doi: 10.1103/PhysRevE.79.041309
– volume: 362
  year: 2020
  ident: 10.1016/j.cma.2021.114071_b52
  article-title: Fourier series-based discrete element method for computational mechanics of irregular-shaped particles
  publication-title: Comput. Methods Appl. Mech. Engrg.
  doi: 10.1016/j.cma.2020.112873
– volume: 13
  start-page: 1
  issue: 1
  year: 2011
  ident: 10.1016/j.cma.2021.114071_b14
  article-title: Particle shape effects in discrete element modelling of cohesive angular particles
  publication-title: Granul. Matter
  doi: 10.1007/s10035-010-0217-4
– volume: 156
  start-page: 64
  year: 2016
  ident: 10.1016/j.cma.2021.114071_b22
  article-title: DEM simulation on the packing of fine ellipsoids
  publication-title: Chem. Eng. Sci.
  doi: 10.1016/j.ces.2016.09.017
– volume: 6
  start-page: 455
  issue: 6
  year: 2008
  ident: 10.1016/j.cma.2021.114071_b35
  article-title: Vibration induced flow in hoppers: DEM 2D polygon model
  publication-title: Particuology
  doi: 10.1016/j.partic.2008.07.019
– start-page: 238
  year: 2010
  ident: 10.1016/j.cma.2021.114071_b42
– volume: 14
  start-page: 2123
  issue: 6
  year: 2019
  ident: 10.1016/j.cma.2021.114071_b9
  article-title: Effect of particle shape of glass beads on the strength and deformation of cemented sands
  publication-title: Acta Geotech.
  doi: 10.1007/s11440-019-00830-w
– year: 2009
  ident: 10.1016/j.cma.2021.114071_b69
  article-title: Fast mesh segmentation by approximated spherical patches
– volume: 12
  start-page: 99
  issue: 2
  year: 1995
  ident: 10.1016/j.cma.2021.114071_b15
  article-title: Effect of particle shape on the strength and deformation mechanisms of ellipse-shaped granular assemblages
  publication-title: Eng. Comput.
  doi: 10.1108/02644409510799497
– volume: 44
  start-page: 923
  issue: 7
  year: 2020
  ident: 10.1016/j.cma.2021.114071_b60
  article-title: An edge-based strain smoothing particle finite element method for large deformation problems in geotechnical engineering
  publication-title: Int. J. Numer. Anal. Methods Geomech.
  doi: 10.1002/nag.3016
– volume: 100
  year: 2020
  ident: 10.1016/j.cma.2021.114071_b45
  article-title: Effect of particle shape on the progressive failure of shield tunnel face in granular soils by coupled fdm-dem method
  publication-title: Tunn. Undergr. Space Technol.
  doi: 10.1016/j.tust.2020.103394
– volume: 241
  start-page: 262
  year: 2012
  ident: 10.1016/j.cma.2021.114071_b49
  article-title: Granular element method for computational particle mechanics
  publication-title: Comput. Methods Appl. Mech. Engrg.
  doi: 10.1016/j.cma.2012.06.012
– volume: 37
  start-page: 54
  issue: 1
  year: 2019
  ident: 10.1016/j.cma.2021.114071_b40
  article-title: On minkowski difference-based contact detection in discrete/discontinuous modelling of convex polygons/polyhedra
  publication-title: Eng. Comput.
  doi: 10.1108/EC-03-2019-0124
– volume: 310
  start-page: 175
  year: 2017
  ident: 10.1016/j.cma.2021.114071_b13
  article-title: Particle shape effects on fabric of granular random packing
  publication-title: Powder Technol.
  doi: 10.1016/j.powtec.2016.12.094
– volume: 44
  start-page: 1239
  issue: 9
  year: 2020
  ident: 10.1016/j.cma.2021.114071_b59
  article-title: Enhancement of backtracking search algorithm for identifying soil parameters
  publication-title: Int. J. Numer. Anal. Methods Geomech.
  doi: 10.1002/nag.3059
– volume: 361
  start-page: 112
  year: 2020
  ident: 10.1016/j.cma.2021.114071_b63
  article-title: Explicit contact force model for superellipses by Fourier transform and application to superellipse packing
  publication-title: Powder Technol.
  doi: 10.1016/j.powtec.2019.10.018
– volume: 111
  start-page: 375
  year: 2018
  ident: 10.1016/j.cma.2021.114071_b51
  article-title: All you need is shape: Predicting shear banding in sand with LS-DEM
  publication-title: J. Mech. Phys. Solids
  doi: 10.1016/j.jmps.2017.10.003
– volume: 66
  start-page: 485
  issue: 3
  year: 2006
  ident: 10.1016/j.cma.2021.114071_b30
  article-title: Polygon-based contact resolution for superquadrics
  publication-title: Internat. J. Numer. Methods Engrg.
  doi: 10.1002/nme.1569
– start-page: 47
  year: 1979
  ident: 10.1016/j.cma.2021.114071_b17
– volume: 26
  start-page: 645
  issue: 6
  year: 2009
  ident: 10.1016/j.cma.2021.114071_b32
  article-title: A poly-ellipsoid particle for non-spherical discrete element method
  publication-title: Eng. Comput.
  doi: 10.1108/02644400910975441
– volume: 47
  start-page: 319
  issue: 2
  year: 1997
  ident: 10.1016/j.cma.2021.114071_b23
  article-title: A three-dimensional discrete element model using arrays of ellipsoids
  publication-title: Geotechnique
  doi: 10.1680/geot.1997.47.2.319
– year: 2007
  ident: 10.1016/j.cma.2021.114071_b67
  article-title: Convex approximation by spherical patches
– volume: 142
  issue: 12
  year: 2016
  ident: 10.1016/j.cma.2021.114071_b1
  article-title: Effect of particle shape on the mechanical behavior of natural sands
  publication-title: J. Geotech. Geoenviron. Eng.
  doi: 10.1061/(ASCE)GT.1943-5606.0001569
– volume: 373
  year: 2021
  ident: 10.1016/j.cma.2021.114071_b20
  article-title: An energy-conserving contact theory for discrete element modelling of arbitrarily shaped particles: Contact volume based model and computational issues
  publication-title: Comput. Methods Appl. Mech. Engrg.
– volume: 49
  start-page: 65
  year: 2020
  ident: 10.1016/j.cma.2021.114071_b50
  article-title: NURBS-based DEM for non-spherical particles
  publication-title: Particuology
  doi: 10.1016/j.partic.2019.04.005
– volume: 132
  start-page: 591
  issue: 5
  year: 2006
  ident: 10.1016/j.cma.2021.114071_b3
  article-title: Particle shape effects on packing density, stiffness, and strength: natural and crushed sands
  publication-title: J. Geotech. Geoenviron. Eng.
  doi: 10.1061/(ASCE)1090-0241(2006)132:5(591)
– volume: 81
  issue: 1
  year: 2010
  ident: 10.1016/j.cma.2021.114071_b37
  article-title: Molecular dynamics simulations of complex-shaped particles using voronoi-based spheropolyhedra
  publication-title: Phys. Rev. E
– volume: 139
  start-page: 1868
  issue: 12
  year: 2013
  ident: 10.1016/j.cma.2021.114071_b12
  article-title: Influence of particle shape on behavior of rockfill using a three-dimensional deformable
  publication-title: J. Eng. Mech.
– volume: 43
  start-page: 2147
  issue: 13
  year: 2019
  ident: 10.1016/j.cma.2021.114071_b33
  article-title: A poly-superellipsoid-based approach on particle morphology for DEM modeling of granular media
  publication-title: Int. J. Numer. Anal. Methods Geomech.
  doi: 10.1002/nag.2951
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Snippet This study presents a novel Arcs-based discrete element method (ArcDEM) for efficient simulation of realistic granules with arbitrary convex and concave 2D...
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SubjectTerms Algorithms
Angle of repose
Aspect ratio
Compression tests
Computational geometry
Concave particle
Contact force
Contact resolution
Discrete element method
Granular material
Irregular particles
Least squares method
Overlapping detection
Particle shape
Roundness
Simulation
Time integration
Two dimensional models
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Title A novel Arcs-based discrete element modeling of arbitrary convex and concave 2D particles
URI https://dx.doi.org/10.1016/j.cma.2021.114071
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