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Neglecting polydispersity degrades propensity measurements in supercooled liquids

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Abstract

We conduct molecular dynamics simulations of a bidisperse Kob–Andersen (KA) glass former, modified to add in additional polydispersity. The original KA system is known to exhibit dynamical heterogeneity. Prior work defined propensity, the mean motion of a particle averaged over simulations reconstructing the initial positions of all particles but with randomized velocities. The existence of propensity shows that structure and dynamics are connected. In this paper, we study systems which mimic problems that would be encountered in measuring propensity in a colloidal glass former, where particles are polydisperse (they have slight size variations). We mimic polydispersity by altering the bidisperse KA system into a quartet consisting of particles both slightly larger and slightly smaller than the parent particles in the original bidisperse system. We then introduce errors into the reconstruction of the initial positions that mimic mistakes one might make in a colloidal experiment. The mistakes degrade the propensity measurement, in some cases nearly completely; one no longer has an iso-configurational ensemble in any useful sense. Our results show that a polydisperse sample is suitable for propensity measurements provided one avoids reconstruction mistakes.

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References

  1. W. Kob, C. Donati, S.J. Plimpton, P.H. Poole, S.C. Glotzer, Phys. Rev. Lett. 79, 2827 (1997)

    Article  ADS  Google Scholar 

  2. C. Donati, J.F. Douglas, W. Kob, S.J. Plimpton, P.H. Poole, S.C. Glotzer, Phys. Rev. Lett. 80, 2338 (1998)

    Article  ADS  Google Scholar 

  3. P.H. Poole, C. Donati, S.C. Glotzer, Phys. A 261, 51 (1998)

  4. S. Karmakar, C. Dasgupta, S. Sastry, Ann. Rev. Cond. Mat. Phys. 5, 255 (2014)

  5. R. Richert, J. Phys.: Condens. Matter 14, R703 (2002)

  6. C. Donati, S.C. Glotzer, P.H. Poole, Phys. Rev. Lett. 82, 5064 (1999)

    Article  ADS  Google Scholar 

  7. L. Berthier, Phys. Rev. E 69, 020201(R) (2004)

  8. S.A. Kivelson, X. Zhao, D. Kivelson, T.M. Fischer, C.M. Knobler, J. Chem. Phys. 101, 2391 (1994)

  9. H. Shintani, H. Tanaka, Nat. Phys. 2, 200 (2006)

  10. D. Coslovich, Phys. Rev. E 83, 051505 (2011)

  11. C.P. Royall, S.R. Williams, Phys. Rep. 560, 1 (2015)

  12. S.S. Schoenholz, E.D. Cubuk, D.M. Sussman, E. Kaxiras, A.J. Liu, Nat. Phys. 12, 469 (2016)

  13. A. Widmer-Cooper, P. Harrowell, H. Fynewever, Phys. Rev. Lett. 93, 135701 (2004)

  14. A. Widmer-Cooper, P. Harrowell, J. Phys.: Condens. Matter 17, S4025 (2005)

  15. A. Widmer-Cooper, P. Harrowell, Phys. Rev. Lett. 96, 185701 (2006)

  16. G.S. Matharoo, M.S.G. Razul, P.H. Poole, Phys. Rev. E 74, 050502 (2006)

  17. G.M. Hocky, D. Coslovich, A. Ikeda, D.R. Reichman, Phys. Rev. Lett. 113, 157801 (2014)

  18. D.C. Malaspina, J.A.R. Fris, G.A. Appignanesi, F. Sciortino, EPL (Europhys. Lett.) 88, 16003 (2009)

  19. M.S.G. Razul, G.S. Matharoo, P.H. Poole, J. Phys.: Condens. Matter 23, 235103 (2011)

  20. A. Widmer-Cooper, P. Harrowell, J. Chem. Phys. 126, 154503 (2007)

  21. J.A. Rodriguez Fris, L.M. Alarcón, G.A. Appignanesi, Phys. Rev. E 76, 011502 (2007)

  22. D. Coslovich, G. Pastore, Europhys. Lett. (EPL) 75, 784 (2006)

  23. A. Widmer-Cooper, H. Perry, P. Harrowell, D.R. Reichman, Nat. Phys. 4, 711 (2008)

  24. J.A.R. Fris, L.M. Alarcón, G.A. Appignanesi, J. Chem. Phys. 130, 024108 (2009)

  25. G.A. Appignanesi, J.A.R. Fris, J. Phys.: Condens. Matter 21, 203103 (2009)

  26. G.L. Hunter, E.R. Weeks, Rep. Prog. Phys. 75, 066501 (2012)

  27. P.N. Pusey, W. van Megen, Nature 320, 340 (1986)

  28. W. van Megen, P.N. Pusey, Phys. Rev. A 43, 5429 (1991)

    Article  ADS  Google Scholar 

  29. R.O. Rosenberg, D. Thirumalai, R.D. Mountain, J. Phys.: Condens. Matter 1, 2109 (1989)

  30. L. Marshall, C.F. Zukoski, J. Phys. Chem. 94, 1164 (1990)

  31. E. Bartsch, M. Antonietti, W. Schupp, H. Sillescu, J. Chem. Phys. 97, 3950 (1992)

  32. W. van Megen, S.M. Underwood, Phys. Rev. E 49, 4206 (1994)

  33. W. Härtl, Curr. Op. Coll. Int. Sci. 6, 479 (2001)

  34. A.H. Marcus, J. Schofield, S.A. Rice, Phys. Rev. E 60, 5725 (1999)

  35. W.K. Kegel, A. van Blaaderen, Science 287, 290 (2000)

  36. E.R. Weeks, J.C. Crocker, A.C. Levitt, A. Schofield, D.A. Weitz, Science 287, 627 (2000)

  37. A. Latka, Y. Han, A.M. Alsayed, A.B. Schofield, A.G. Yodh, P. Habdas, Europhys. Lett. 86, 58001 (2009)

  38. S. Mazoyer, F. Ebert, G. Maret, P. Keim, Europhys. Lett. 88, 66004 (2009)

  39. P. Cicuta, E.J. Stancik, G.G. Fuller, Phys. Rev. Lett. 90, 236101 (2003)

  40. H. König, Eur. Phys. J. Spec. Top. 141, 277 (2007)

  41. F. Ebert, P. Keim, G. Maret 26, 161 (2008)

  42. K. Chen, W.G. Ellenbroek, Z. Zhang, D.T.N. Chen, P.J. Yunker, S. Henkes, C. Brito, O. Dauchot, W. van Saarloos, A.J. Liu et al., Phys. Rev. Lett. 105, 025501 (2010)

  43. Z. Zhang, P.J. Yunker, P. Habdas, A.G. Yodh, Phys. Rev. Lett. 107, 208303 (2011)

  44. S. Vivek, C.P. Kelleher, P.M. Chaikin, E.R. Weeks, Proc. Nat. Acad. Sci. 114, 1850 (2017)

  45. B. Illing, S. Fritschi, H. Kaiser, C.L. Klix, G. Maret, P. Keim, Proc. Nat. Acad. Sci. 114, 1856 (2017)

  46. S. Gokhale, K. Hima Nagamanasa, R. Ganapathy, A.K. Sood, Nat. Commun. 5, 4685 (2014)

  47. K. Hima Nagamanasa, S. Gokhale, A.K. Sood, R. Ganapathy, Nat. Phys. 11, 403 (2015)

  48. G. Bosma, C. Pathmamanoharana, E.H.A. de Hooga, W.K. Kegel, A. van Blaaderen, H.N.W. Lekkerkerker, J. Colloid Interface Sci. 245, 292 (2002)

    Article  ADS  Google Scholar 

  49. W.C.K. Poon, E.R. Weeks, C.P. Royall, Soft Matter 8, 21 (2012)

    Article  ADS  Google Scholar 

  50. R. Kurita, D.B. Ruffner, E.R. Weeks, Nat. Commun. 3, 1127 (2012)

    Article  ADS  Google Scholar 

  51. W. Kob, H.C. Andersen, Phys. Rev. E 51, 4626 (1995)

    Article  ADS  Google Scholar 

  52. W. Kob, H.C. Andersen, Phys. Rev. E 52, 4134 (1995)

    Article  ADS  Google Scholar 

  53. A. Inoue, A. Takeuchi, Acta Mater. 59, 2243 (2011)

    Article  ADS  Google Scholar 

  54. K. Zhang, W.W. Smith, M. Wang, Y. Liu, J. Schroers, M.D. Shattuck, C.S. O’Hern, Phys. Rev. E 90, 032311 (2014)

    Article  ADS  Google Scholar 

  55. K. Zhang, B. Dice, Y. Liu, J. Schroers, M.D. Shattuck, C.S. O’Hern, J. Chem. Phys. 143, 054501 (2015)

    Article  ADS  Google Scholar 

  56. J. Kim, B.J. Sung, J. Phys.: Condens. Matter 27, 235102 (2015)

    ADS  Google Scholar 

  57. J.E. Lennard-Jones, Proc. Phys. Soc. 43, 461 (1931)

    Article  ADS  Google Scholar 

  58. S. Plimpton, J. Comput. Phys. 117, 1 (1995)

    Article  ADS  Google Scholar 

  59. M.E. Cates, V.N. Manoharan, Soft Matter 11, 6538 (2015)

    Article  ADS  Google Scholar 

  60. F.H. Stillinger, T.A. Weber, Phys. Rev. A 28, 2408 (1983)

    Article  ADS  Google Scholar 

Download references

Acknowledgements

This work was supported by the National Science Foundation (Grant No. DMR-1609763).

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Authors and Affiliations

Authors

Contributions

C.D. and E.R.W. designed the project; C.D. conducted the simulations, analyzed the data, and prepared the figures; C.D. and E.R.W. wrote the paper.

Corresponding author

Correspondence to Eric R. Weeks.

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Donofrio, C.J., Weeks, E.R. Neglecting polydispersity degrades propensity measurements in supercooled liquids. Eur. Phys. J. E 44, 65 (2021). https://doi.org/10.1140/epje/s10189-021-00049-2

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  • DOI: https://doi.org/10.1140/epje/s10189-021-00049-2

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