Skip to main content
Top

2019 | OriginalPaper | Chapter

Stochastic Nature of Particle Collisions and its Impact on Granular Material Properties

Authors : Nina Gunkelmann, Dan Serero, Aldo Glielmo, Marina Montaine, Michael Heckel, Thorsten Pöschel

Published in: Particles in Contact

Publisher: Springer International Publishing

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

The dynamics of rapid granular flows is governed by dissipative interactions of particles with each other and with the system walls. To adequately describe these interactions, roughness and particle shape must be taken into account. The coefficient of restitution for arbitrary particles thus depends not only on material properties and impact velocity but also on the angular orientation at the instant of the collision. By measurements of the coefficient of restitution from the sound signal emitted by a sphere bouncing repeatedly off the ground, it was found that small deviations from the perfect shape of the sphere lead to large measurement errors. Using stochastic methods, the effective coefficient of restitution for the collision of a rough sphere with a plane was described as a fluctuating quantity, characterized by a rather uncommon probability density function. It was shown that modelling the coefficient of restitution as a stochastic variable significantly affects the dynamics of particles under rapid granular flows. The decay of temperature of rapid granular flows in the homogeneous cooling state deviates from Haff’s law for gases of particles interacting via a constant coefficient of restitution also from the scaling law for gases of viscoelastic particles.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Aguiar, C.E., Laudares, F.: Listening to the coefficient of restitution and the gravitational acceleration of a bouncing balls. Am. J. Phys. 71, 499–501 (2002)CrossRef Aguiar, C.E., Laudares, F.: Listening to the coefficient of restitution and the gravitational acceleration of a bouncing balls. Am. J. Phys. 71, 499–501 (2002)CrossRef
2.
go back to reference Becker, V., Schwager, T., Pöschel, T.: Coefficient of tangential restitution for the linear dashpot model. Phys. Rev. E 77, 011304 (2008)CrossRef Becker, V., Schwager, T., Pöschel, T.: Coefficient of tangential restitution for the linear dashpot model. Phys. Rev. E 77, 011304 (2008)CrossRef
3.
go back to reference Bernstein, A.D.: Listening to the coefficient of restitution. Am. J. Phys. 45, 41–44 (1977)CrossRef Bernstein, A.D.: Listening to the coefficient of restitution. Am. J. Phys. 45, 41–44 (1977)CrossRef
4.
go back to reference Bird, G.A.: Molecular Gas Dynamics and the Direct Simulation of Gas Flows. Clarendon Press, Oxford (1994) Bird, G.A.: Molecular Gas Dynamics and the Direct Simulation of Gas Flows. Clarendon Press, Oxford (1994)
5.
go back to reference Brenig, L., Salazar, J.M.: Exact results for the homogeneous cooling state of an inelastic hard-sphere gas. J. Plasma Phys. 59, 639–646 (1998)CrossRef Brenig, L., Salazar, J.M.: Exact results for the homogeneous cooling state of an inelastic hard-sphere gas. J. Plasma Phys. 59, 639–646 (1998)CrossRef
6.
go back to reference Brey, J.J., Prados, A., García, M.I., Maynar, P.: Scaling and aging in the homogeneous cooling state of a granular fluid of hard particles. J. Phys. A Math. Theor. 40, 14331–14342 (2007)CrossRef Brey, J.J., Prados, A., García, M.I., Maynar, P.: Scaling and aging in the homogeneous cooling state of a granular fluid of hard particles. J. Phys. A Math. Theor. 40, 14331–14342 (2007)CrossRef
7.
go back to reference Brey, J.J., Ruiz-Montero, M.J., Cubero, D.: Homogeneous cooling state of a low-density granular flow. Phys. Rev. E 54, 3664 (1996)CrossRef Brey, J.J., Ruiz-Montero, M.J., Cubero, D.: Homogeneous cooling state of a low-density granular flow. Phys. Rev. E 54, 3664 (1996)CrossRef
8.
go back to reference Bridges, F.G., Hatzes, A., Lin, D.N.C.: Structure, stability and evolution of saturn’s rings. Nature 309, 333–335 (1984)CrossRef Bridges, F.G., Hatzes, A., Lin, D.N.C.: Structure, stability and evolution of saturn’s rings. Nature 309, 333–335 (1984)CrossRef
9.
go back to reference Brilliantov, N., Pöschel, T.: Kinetic Theory of Granular Gases. Oxford University Press, Oxford (2003) Brilliantov, N., Pöschel, T.: Kinetic Theory of Granular Gases. Oxford University Press, Oxford (2003)
10.
go back to reference Brilliantov, N.V., Spahn, F., Hertzsch, J.-M., Pöschel, T.: A model for collisions in granular gases. Phys. Rev. E 53, 5382–5392 (1996)CrossRef Brilliantov, N.V., Spahn, F., Hertzsch, J.-M., Pöschel, T.: A model for collisions in granular gases. Phys. Rev. E 53, 5382–5392 (1996)CrossRef
11.
go back to reference Ciocca, M., Wang, J.: Watching and listening to the coefficient of restitution. J. Ky. Acad. Sci. 72, 100–104 (2002) Ciocca, M., Wang, J.: Watching and listening to the coefficient of restitution. J. Ky. Acad. Sci. 72, 100–104 (2002)
12.
go back to reference Falcon, E., Laroche, C., Fauve, S., Coste, C.: Behavior of one inelastic ball bouncing repeatedly off the ground. Eur. Phys. J. B 3, 45–57 (1998)CrossRef Falcon, E., Laroche, C., Fauve, S., Coste, C.: Behavior of one inelastic ball bouncing repeatedly off the ground. Eur. Phys. J. B 3, 45–57 (1998)CrossRef
13.
go back to reference Foerster, S.F., Louge, M.Y., Chang, H., Allia, K.: Measurements of the collision properties of small spheres. Phys. Fluids 6, 1108–1115 (1994)CrossRef Foerster, S.F., Louge, M.Y., Chang, H., Allia, K.: Measurements of the collision properties of small spheres. Phys. Fluids 6, 1108–1115 (1994)CrossRef
14.
go back to reference Foong, S.K., Kiang, D., Lee, P., March, R.H., Paton, B.E.: How long does it take a bouncing ball to bounce an infinite number of times? Phys. Educ. 39(1), 40–43 (2004)CrossRef Foong, S.K., Kiang, D., Lee, P., March, R.H., Paton, B.E.: How long does it take a bouncing ball to bounce an infinite number of times? Phys. Educ. 39(1), 40–43 (2004)CrossRef
15.
go back to reference Glielmo, A., Gunkelmann, N., Pöschel, T.: Coefficient of restitution of aspherical particles. Phys. Rev. E 90, 052204 (2014)CrossRef Glielmo, A., Gunkelmann, N., Pöschel, T.: Coefficient of restitution of aspherical particles. Phys. Rev. E 90, 052204 (2014)CrossRef
16.
go back to reference Goldhirsch, I.: Rapid granular flows. Annu. Rev. Fluid Mech. 35, 267–293 (2003)CrossRef Goldhirsch, I.: Rapid granular flows. Annu. Rev. Fluid Mech. 35, 267–293 (2003)CrossRef
17.
go back to reference Gunkelmann, N., Montaine, M., Pöschel, T.: Stochastic behavior of the coefficient of normal restitution. Phys. Rev. E 89, 022205 (2014)CrossRef Gunkelmann, N., Montaine, M., Pöschel, T.: Stochastic behavior of the coefficient of normal restitution. Phys. Rev. E 89, 022205 (2014)CrossRef
18.
go back to reference Gunkelmann, N., Serero, D., Pöschel, T.: Temperature of a granular gas with regard to the stochastic nature of particle interactions. New J. Phys. 15(9), 093030 (2013)CrossRef Gunkelmann, N., Serero, D., Pöschel, T.: Temperature of a granular gas with regard to the stochastic nature of particle interactions. New J. Phys. 15(9), 093030 (2013)CrossRef
19.
go back to reference Haff, P.: Grain flow as a fluid-mechanical phenomenon. J. Fluid Mech. 134, 401 (1983)CrossRef Haff, P.: Grain flow as a fluid-mechanical phenomenon. J. Fluid Mech. 134, 401 (1983)CrossRef
20.
go back to reference Heckel, M., Glielmo, A., Gunkelmann, N., Pöschel, T.: Can we obtain the coefficient of restitution from the sound of a bouncing ball? Phys. Rev. E 93, 032901 (2016)CrossRef Heckel, M., Glielmo, A., Gunkelmann, N., Pöschel, T.: Can we obtain the coefficient of restitution from the sound of a bouncing ball? Phys. Rev. E 93, 032901 (2016)CrossRef
21.
go back to reference Hodgkinson, E.: On the effect of impact on beams. J. Franklin Inst. 19(2), 140–141 (1835)CrossRef Hodgkinson, E.: On the effect of impact on beams. J. Franklin Inst. 19(2), 140–141 (1835)CrossRef
22.
go back to reference Huthmann, M., Orza, J.A.G., Brito, R.: Dynamics of deviations from the gaussian state in a freely cooling homogeneous system of smooth inelastic particles. Gran. Matter 2, 189–199 (2000)CrossRef Huthmann, M., Orza, J.A.G., Brito, R.: Dynamics of deviations from the gaussian state in a freely cooling homogeneous system of smooth inelastic particles. Gran. Matter 2, 189–199 (2000)CrossRef
23.
go back to reference Jiang, Z., Liang, Z., Wu, A., Zheng, R.: Effect of collision duration on the chaotic dynamics of a ball bouncing on a vertically vibrating plate. Physica A Stat. Mech. Appl. 494, 380–388 (2018)CrossRef Jiang, Z., Liang, Z., Wu, A., Zheng, R.: Effect of collision duration on the chaotic dynamics of a ball bouncing on a vertically vibrating plate. Physica A Stat. Mech. Appl. 494, 380–388 (2018)CrossRef
24.
go back to reference Kawahara, R., Nakanishi, H.: Effects of velocity correlation on early stage of free cooling process of inelastic hard sphere system. J. Phys. Soc. Jpn. 73, 68–75 (2004)CrossRef Kawahara, R., Nakanishi, H.: Effects of velocity correlation on early stage of free cooling process of inelastic hard sphere system. J. Phys. Soc. Jpn. 73, 68–75 (2004)CrossRef
25.
go back to reference King, H., White, R., Maxwell, I., Menon, N.: Inelastic impact of a sphere on a massive plane: nonmonotonic velocity-dependence of the restitution coefficient. Europhys. Lett. 93, 14002 (2011)CrossRef King, H., White, R., Maxwell, I., Menon, N.: Inelastic impact of a sphere on a massive plane: nonmonotonic velocity-dependence of the restitution coefficient. Europhys. Lett. 93, 14002 (2011)CrossRef
26.
go back to reference Koller, M.G., Kolsky, H.: Waves produced by the elastic impact of spheres on thick plates. Int. J. Solids Struct. 23, 1387–1400 (1987)CrossRef Koller, M.G., Kolsky, H.: Waves produced by the elastic impact of spheres on thick plates. Int. J. Solids Struct. 23, 1387–1400 (1987)CrossRef
27.
go back to reference Kollmer, J.E., Sack, A., Heckel, M., Zimber, F., Mueller, P., Bannerman, M.N., Pöschel, T.: Collective granular dynamics in a shaken container at low gravity conditions. AIP Conf. Proc. 1542, 811–814 (2013)CrossRef Kollmer, J.E., Sack, A., Heckel, M., Zimber, F., Mueller, P., Bannerman, M.N., Pöschel, T.: Collective granular dynamics in a shaken container at low gravity conditions. AIP Conf. Proc. 1542, 811–814 (2013)CrossRef
28.
go back to reference Kuwabara, G., Kono, K.: Restitution coefficient in a collision between two spheres. Jpn. J. Appl. Phys. 26, 1230–1233 (1987)CrossRef Kuwabara, G., Kono, K.: Restitution coefficient in a collision between two spheres. Jpn. J. Appl. Phys. 26, 1230–1233 (1987)CrossRef
29.
go back to reference Labous, L., Rosato, A.D., Dave, R.N.: Measurements of collisional properties of spheres using high-speed video analysis. Phys. Rev. E 56, 5717–5725 (1997)CrossRef Labous, L., Rosato, A.D., Dave, R.N.: Measurements of collisional properties of spheres using high-speed video analysis. Phys. Rev. E 56, 5717–5725 (1997)CrossRef
30.
go back to reference Leconte, M., Garrabos, Y., Palencia, F., Lecoutre, C., Evesque, P., Beysens, D.: Inelastic ball-plane impact: an accurate way to measure the normal restitution coefficient. Appl. Phys. Lett. 89(24), 243518 (2006)CrossRef Leconte, M., Garrabos, Y., Palencia, F., Lecoutre, C., Evesque, P., Beysens, D.: Inelastic ball-plane impact: an accurate way to measure the normal restitution coefficient. Appl. Phys. Lett. 89(24), 243518 (2006)CrossRef
31.
go back to reference Lewis, P., Shedler, G.: Simulation of nonhomogeneous poisson processes by thinning. Nav. Res. Logist. Quart. 26, 403 (1979)CrossRef Lewis, P., Shedler, G.: Simulation of nonhomogeneous poisson processes by thinning. Nav. Res. Logist. Quart. 26, 403 (1979)CrossRef
32.
go back to reference Lifshitz, J.M., Kolsky, H.: Some experiments on anelastic rebound. J. Mech. Phys. Solids 12, 35–43 (1964)CrossRef Lifshitz, J.M., Kolsky, H.: Some experiments on anelastic rebound. J. Mech. Phys. Solids 12, 35–43 (1964)CrossRef
33.
go back to reference Lorenz, A., Tuozzolo, C., Louge, M.Y.: Measurements of impact properties of small, nearly spherical particles. Exp. Mech. 37, 292–298 (1997)CrossRef Lorenz, A., Tuozzolo, C., Louge, M.Y.: Measurements of impact properties of small, nearly spherical particles. Exp. Mech. 37, 292–298 (1997)CrossRef
34.
go back to reference Louge, M.Y., Adams, M.E.: Anomalous behaviour of normal kinematic restitution in the oblique impacts of a hard sphere on an elastoplastic plate. Phys. Rev. E 65, 021303 (2002)CrossRef Louge, M.Y., Adams, M.E.: Anomalous behaviour of normal kinematic restitution in the oblique impacts of a hard sphere on an elastoplastic plate. Phys. Rev. E 65, 021303 (2002)CrossRef
35.
go back to reference Maaß, C.C., Isert, N., Maret, G., Aegerter, C.M.: Experimental investigation of the freely cooling granular gas. Phys. Rev. Lett. 100, 248001 (2008)CrossRef Maaß, C.C., Isert, N., Maret, G., Aegerter, C.M.: Experimental investigation of the freely cooling granular gas. Phys. Rev. Lett. 100, 248001 (2008)CrossRef
36.
go back to reference Maynes, K.C., Compton, M.G., Baker, B.: Coefficient of restitution measurements for sport balls: an investigative approach. Phys. Teach. 43(6), 352–354 (2005)CrossRef Maynes, K.C., Compton, M.G., Baker, B.: Coefficient of restitution measurements for sport balls: an investigative approach. Phys. Teach. 43(6), 352–354 (2005)CrossRef
37.
go back to reference McLaskey, G.C., Glaser, S.D.: Hertzian impact: experimental study of the force pulse and resulting stress waves. J. Acoust. Soc. Am. 128, 1087–1096 (2010)CrossRef McLaskey, G.C., Glaser, S.D.: Hertzian impact: experimental study of the force pulse and resulting stress waves. J. Acoust. Soc. Am. 128, 1087–1096 (2010)CrossRef
38.
go back to reference Montaine, M., Heckel, M., Kruelle, C., Schwager, T., Pöschel, T.: Coefficient of restitution as a fluctuating quantity. Phys. Rev. E 84, 041306 (2011)CrossRef Montaine, M., Heckel, M., Kruelle, C., Schwager, T., Pöschel, T.: Coefficient of restitution as a fluctuating quantity. Phys. Rev. E 84, 041306 (2011)CrossRef
39.
go back to reference Müller, P., Formella, A., Pöschel, T.: Granular jet impact: granular-continuum transition. J. Fluid Mech. (2013) Müller, P., Formella, A., Pöschel, T.: Granular jet impact: granular-continuum transition. J. Fluid Mech. (2013)
40.
go back to reference Müller, P., Pöschel, T.: Collision of viscoelastic spheres: compact expressions for the coefficient of normal restitution. Phys. Rev. E 84, 021302 (2011)CrossRef Müller, P., Pöschel, T.: Collision of viscoelastic spheres: compact expressions for the coefficient of normal restitution. Phys. Rev. E 84, 021302 (2011)CrossRef
41.
42.
go back to reference Pöschel, T., Brilliantov, N.V., Schwager, T.: Violation of molecular chaos in dissipative gases. Int. J. Mod. Phys. C 13, 1263–1272 (2002)CrossRef Pöschel, T., Brilliantov, N.V., Schwager, T.: Violation of molecular chaos in dissipative gases. Int. J. Mod. Phys. C 13, 1263–1272 (2002)CrossRef
43.
go back to reference Pöschel, T., Schwager, T.: Computational Granular Dynamics. Models and Algorithms. Springer, New York (2005) Pöschel, T., Schwager, T.: Computational Granular Dynamics. Models and Algorithms. Springer, New York (2005)
44.
go back to reference Press, W.H., Teukolsky, S.A., Vetterling, W.T., Flannery, B.P.: Numerical Recipes in C, 2nd edn. Cambridge University Press, Cambridge (1992) Press, W.H., Teukolsky, S.A., Vetterling, W.T., Flannery, B.P.: Numerical Recipes in C, 2nd edn. Cambridge University Press, Cambridge (1992)
45.
go back to reference Raman, C.V.: The photographic study of impact at minimal velocities. Phys. Rev. E 15, 442–447 (1918)CrossRef Raman, C.V.: The photographic study of impact at minimal velocities. Phys. Rev. E 15, 442–447 (1918)CrossRef
46.
go back to reference Ramírez, R., Pöschel, T., Brilliantov, N., Schwager, T.: Coefficient of restitution of colliding spheres. Phys. Rev. E 60, 4465–4472 (1999)CrossRef Ramírez, R., Pöschel, T., Brilliantov, N., Schwager, T.: Coefficient of restitution of colliding spheres. Phys. Rev. E 60, 4465–4472 (1999)CrossRef
47.
go back to reference Reagle, C.J., Delimont, J.M., Ng, W.F., Ekkad, S.V., Rajendran, V.P.: Measuring the coefficient of restitution of high speed microparticle impacts using a PTV and CFD hybrid technique. Meas. Sci. Technol. 24, 105303 (2013)CrossRef Reagle, C.J., Delimont, J.M., Ng, W.F., Ekkad, S.V., Rajendran, V.P.: Measuring the coefficient of restitution of high speed microparticle impacts using a PTV and CFD hybrid technique. Meas. Sci. Technol. 24, 105303 (2013)CrossRef
48.
go back to reference Ribeiro, T.C., Romero, J.F.A., Romero, J.A.A.: Novel techniches for experimental determination of the restitution coefficient by means of acoustic signal analysis. ABCM Symp. Ser. Mech. 5, 676–683 (2012) Ribeiro, T.C., Romero, J.F.A., Romero, J.A.A.: Novel techniches for experimental determination of the restitution coefficient by means of acoustic signal analysis. ABCM Symp. Ser. Mech. 5, 676–683 (2012)
49.
go back to reference Santos, A., Kremer, G.M., dos Santos, M.: Sonine approximation for collisional moments of granular gases of inelastic rough spheres. Phys. Fluids 23, 030604 (2011)CrossRef Santos, A., Kremer, G.M., dos Santos, M.: Sonine approximation for collisional moments of granular gases of inelastic rough spheres. Phys. Fluids 23, 030604 (2011)CrossRef
50.
go back to reference Schwager, T., Becker, V., Pöschel, T.: Coefficient of tangential restitution for viscoelastic spheres. Eur. Phys. J. E 27, 107 (2008)CrossRef Schwager, T., Becker, V., Pöschel, T.: Coefficient of tangential restitution for viscoelastic spheres. Eur. Phys. J. E 27, 107 (2008)CrossRef
51.
go back to reference Schwager, T., Pöschel, T.: Coefficient of restitution for viscous particles an cooling rate of granular gases. Phys. Rev. E 57, 650–654 (1998)CrossRef Schwager, T., Pöschel, T.: Coefficient of restitution for viscous particles an cooling rate of granular gases. Phys. Rev. E 57, 650–654 (1998)CrossRef
52.
go back to reference Schwager, T., Pöschel, T.: Coefficient of restitution for viscoelastic spheres: the effect of delayed recovery. Phys. Rev. E 78, 051304 (2008)CrossRef Schwager, T., Pöschel, T.: Coefficient of restitution for viscoelastic spheres: the effect of delayed recovery. Phys. Rev. E 78, 051304 (2008)CrossRef
53.
go back to reference Serero, D., Gunkelmann, N., Pöschel, T.: Hydrodynamics of binary mixtures of granular gases with stochastic coefficient of restitution. J. Fluid Mech. 781, 595621 (2015)CrossRef Serero, D., Gunkelmann, N., Pöschel, T.: Hydrodynamics of binary mixtures of granular gases with stochastic coefficient of restitution. J. Fluid Mech. 781, 595621 (2015)CrossRef
54.
go back to reference Smith, P.A., Spencer, C.D., Jones, D.E.: Microcomputer listens to the coefficient of restitution. Am. J. Phys. 49, 136–140 (1981)CrossRef Smith, P.A., Spencer, C.D., Jones, D.E.: Microcomputer listens to the coefficient of restitution. Am. J. Phys. 49, 136–140 (1981)CrossRef
55.
go back to reference Sondergaard, R., Chaney, K., Brennen, C.E.: Measurements of solid spheres bouncing off flat plates. J. Appl. Mech. 57, 694–699 (1990)CrossRef Sondergaard, R., Chaney, K., Brennen, C.E.: Measurements of solid spheres bouncing off flat plates. J. Appl. Mech. 57, 694–699 (1990)CrossRef
56.
go back to reference Stensgaard, I., Lægsgaard, E.: Listening to the coefficient of restitution—revisited. Am. J. Phys. 69, 301–305 (2001)CrossRef Stensgaard, I., Lægsgaard, E.: Listening to the coefficient of restitution—revisited. Am. J. Phys. 69, 301–305 (2001)CrossRef
57.
go back to reference Tabakoff, W.: Measurements of particles rebound characteristics on materials used in gas turbines. J. Prop. Pow. 7, 805–813 (1993)CrossRef Tabakoff, W.: Measurements of particles rebound characteristics on materials used in gas turbines. J. Prop. Pow. 7, 805–813 (1993)CrossRef
58.
go back to reference Wadhwa, A.: Measuring the coefficient of restitution using a digital oscilloscope. Phys. Educ. 44(5), 517–521 (2009)CrossRef Wadhwa, A.: Measuring the coefficient of restitution using a digital oscilloscope. Phys. Educ. 44(5), 517–521 (2009)CrossRef
59.
go back to reference Wadhwa, A.: Measuring the rebound resilience of a bouncing ball. Phys. Educ. 47(5), 620–626 (2012)CrossRef Wadhwa, A.: Measuring the rebound resilience of a bouncing ball. Phys. Educ. 47(5), 620–626 (2012)CrossRef
60.
go back to reference Wadlund, A.P.R.: A simple method for determining the coefficient of restitution. Am. J. Phys. 7(3), 194–195 (1939)CrossRef Wadlund, A.P.R.: A simple method for determining the coefficient of restitution. Am. J. Phys. 7(3), 194–195 (1939)CrossRef
61.
go back to reference Wang, J., Ciocca, M.: Watching and listening to the coefficient of restitution. Phys. Teach. 50(8), 503–503 (2012)CrossRef Wang, J., Ciocca, M.: Watching and listening to the coefficient of restitution. Phys. Teach. 50(8), 503–503 (2012)CrossRef
Metadata
Title
Stochastic Nature of Particle Collisions and its Impact on Granular Material Properties
Authors
Nina Gunkelmann
Dan Serero
Aldo Glielmo
Marina Montaine
Michael Heckel
Thorsten Pöschel
Copyright Year
2019
DOI
https://doi.org/10.1007/978-3-030-15899-6_18

Premium Partners