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Annual Review of Condensed Matter Physics

Volume 14, 2023

Modeling Active Colloids: From Active Brownian Particles to Hydrodynamic and Chemical Fields

Abstract

Active colloids are self-propelled particles moving in viscous fluids by consuming fuel from their surroundings. Here, we review the numerical and theoretical modeling of active colloids propelled by self-generated near-surface flows. We start with the generic model of an active Brownian particle taking into account potential forces and effective pairwise interaction, which include hydrodynamic and phoretic interactions. Also, the squirmer as a model microswimmer is introduced. We then discuss the explicit modeling of self-generated fluid flow and the full hydrodynamic-chemical coupling. Finally, we discuss recent advances in selected topics in which modeling of active colloids is used to study motion in crowded and complex environments, microrheology in active baths, active colloidal engines, adaptive responses of active colloids with the help of machine learning techniques, as well as effects of colloid and fluid inertia.

Keyword(s): active baths, active engines, complex environments, hydrodynamic and phoretic interactions, microswimmers, numerical modeling
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2023-03-10
2024-05-03
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Literature Cited

  1. 1.
    Zöttl A, Stark H. 2016. J. Phys. Condens. Matter 28:253001
  2. 2.
    Bechinger C, Di Leonardo R, Löwen H, Reichhardt C, Volpe G, Volpe G. 2016. Rev. Mod. Phys. 88:045006
  3. 3.
    Mallory SA, Valeriani C, Cacciuto A. 2018. Annu. Rev. Phys. Chem. 69:59–79
  4. 4.
    Lauga E, Powers TR. 2009. Rep. Prog. Phys. 72:096601
  5. 5.
    Narayan V, Ramaswamy S, Menon N. 2007. Science 317:105–8
  6. 6.
    Anderson JL. 1989. Annu. Rev. Fluid Mech. 21:61–99
  7. 7.
    Moran JL, Posner JD. 2017. Annu. Rev. Fluid Mech. 49:511–40
  8. 8.
    Illien P, Golestanian R, Sen A. 2017. Chem. Soc. Rev. 46:5508–18
  9. 9.
    Soto R, Golestanian R. 2014. Phys. Rev. Lett. 112:068301
  10. 10.
    Michelin S, Lauga E, Bartolo D. 2013. Phys. Fluids 25:061701
  11. 11.
    Golestanian R, Liverpool TB, Ajdari A. 2007. New J. Phys. 9:126
  12. 12.
    Jiang HR, Yoshinaga N, Sano M. 2010. Phys. Rev. Lett. 105:268302
  13. 13.
    Bickel T, Majee A, Würger A. 2013. Phys. Rev. E 88:012301
  14. 14.
    Kroy K, Chakraborty D, Cichos F. 2016. Eur. Phys. J. Spec. Top. 225:2207–25
  15. 15.
    Lozano C, ten Hagen B, Löwen H, Bechinger C. 2016. Nat. Commun. 7:12828
  16. 16.
    Stone H, Samuel A. 1996. Phys. Rev. Lett. 77:4102–4
  17. 17.
    Spagnolie SE, Lauga E. 2012. J. Fluid. Mech. 700:105–47
  18. 18.
    Campbell AI, Ebbens SJ, Illien P, Golestanian R. 2019. Nat. Commun. 10:3952
  19. 19.
    Ishikawa T, Simmonds MP, Pedley TJ. 2006. J. Fluid Mech. 568:119–60
  20. 20.
    Yoshinaga N, Liverpool TB. 2017. Phys. Rev. E 96:020603(R)
  21. 21.
    Golestanian R. 2012. Phys. Rev. Lett. 108:038303
  22. 22.
    Pohl O, Stark H. 2015. Eur. Phys. J. E 38:893
  23. 23.
    Marchetti MC, Joanny JF, Ramaswamy S, Liverpool TB, Prost J et al. 2013. Rev. Mod. Phys. 85:1143–89
  24. 24.
    Sharifi-Mood N, Mozaffari A, Córdova-Figueroa UM. 2016. J. Fluid Mech. 798:910–54
  25. 25.
    Varma A, Michelin S. 2019. Phys. Rev. Fluids 4:124204 https://doi.org/10.1103/PhysRevFluids.4.124204
    [Crossref]
  26. 26.
    Redner GS, Baskaran A, Hagan MF. 2013. Phys. Rev. E 88:012305
  27. 27.
    Buttinoni I, Bialké J, Kümmel F, Löwen H, Bechinger C, Speck T. 2013. Phys. Rev. Lett. 110:238301
  28. 28.
    Digregorio P, Levis D, Suma A, Cugliandolo LF, Gonnella G, Pagonabarraga I. 2018. Phys. Rev. Lett. 121:098003
  29. 29.
    Cates ME, Tailleur J. 2015. Annu. Rev. Condens. Matter Phys. 6:219–44
  30. 30.
    Fily Y, Marchetti MC. 2012. Phys. Rev. Lett. 108:235702
  31. 31.
    Blaschke J, Maurer M, Menon K, Zöttl A, Stark H. 2016. Soft Matter 12:9821–31
  32. 32.
    Stenhammar J, Marenduzzo D, Allen RJ, Cates ME. 2014. Soft Matter 10:1489–99
  33. 33.
    Wysocki A, Winkler RG, Gompper G. 2014. Europhys. Lett. 105:48004
  34. 34.
    Suma A, Gonnella G, Marenduzzo D, Orlandini E. 2014. Europhys. Lett. 108:56004
  35. 35.
    Baskaran A, Marchetti MC. 2008. Phys. Rev. Lett. 101:268101
  36. 36.
    Wensink HH, Löwen H. 2012. J. Phys. Condens. Matter 24:464130
  37. 37.
    Bär M, Großmann R, Heidenreich S, Peruani F. 2020. Annu. Rev. Condens. Matter Phys. 11:441–66
  38. 38.
    van Teeffelen S, Löwen H. 2008. Phys. Rev. E 78:020101(R)
  39. 39.
    Kümmel F, ten Hagen B, Wittkowski R, Buttinoni I, Eichhorn R et al. 2013. Phys. Rev. Lett. 110:198302
  40. 40.
    Nguyen NHP, Klotsa D, Engel M, Glotzer SC. 2014. Phys. Rev. Lett. 112:075701
  41. 41.
    Yeo K, Lushi E, Vlahovska PM. 2015. Phys. Rev. Lett. 114:188301
  42. 42.
    Goto Y, Tanaka H. 2015. Nat. Commun. 6:5994
  43. 43.
    Theurkauff I, Cottin-Bizonne C, Palacci J, Ybert C, Bocquet L. 2012. Phys. Rev. Lett. 108:268303
  44. 44.
    Palacci J, Sacanna S, Vatchinsky A, Chaikin PM, Pine DJ. 2013. J. Am. Chem. Soc. 135:15978–81
  45. 45.
    Mognetti BM, Šarić A, Angioletti-Uberti S, Cacciuto A, Valeriani C, Frenkel D. 2013. Phys. Rev. Lett. 111:245702
  46. 46.
    Alarcón F, Valeriani C, Pagonabarraga I. 2017. Soft Matter 13:814–26
  47. 47.
    Pohl O, Stark H. 2014. Phys. Rev. Lett. 112:238303
  48. 48.
    Saha S, Golestanian R, Ramaswamy S. 2014. Phys. Rev. E 89:62316
  49. 49.
    Stürmer J, Seyrich M, Stark H. 2019. J. Chem. Phys. 150:214901
  50. 50.
    Hennes M, Wolff K, Stark H. 2014. Phys. Rev. Lett. 112:238104
  51. 51.
    Ishikawa T. 2009. J. R. Soc. Interface 6:815–34
  52. 52.
    Zöttl A, Stark H. 2014. Phys. Rev. Lett. 112:118101
  53. 53.
    Kyoya K, Matsunaga D, Imai Y, Omori T, Ishikawa T. 2015. Phys. Rev. E 92:63027
  54. 54.
    Lighthill JM. 1952. Commun. Pure Appl. Math. 5:109–18
  55. 55.
    Blake JR. 1971. Math. Proc. Camb. Philos. Soc. 70:303
  56. 56.
    Pak OS, Lauga E. 2014. J. Eng. Math. 88:1–28
  57. 57.
    Schmitt M, Stark H. 2016. Phys. Fluids 28:012106
  58. 58.
    Evans AA, Ishikawa T, Yamaguchi T, Lauga E. 2011. Phys. Fluids 23:111702
  59. 59.
    Delmotte B, Keaveny EE, Plouraboué F, Climent E. 2015. J. Comput. Phys. 302:524–47
  60. 60.
    Matas-Navarro R, Golestanian R, Liverpool TB, Fielding SM. 2014. Phys. Rev. E 90:032304
  61. 61.
    Li G, Ostace A, Ardekani AM. 2016. Phys. Rev. E 94:053104
  62. 62.
    Zöttl A. 2020. Chin. Phys. B 29:074701
  63. 63.
    Llopis I, Pagonabarraga I. 2010. J. Non-Newtonian Fluid Mech. 165:946–52
  64. 64.
    Kuron M, Stärk P, Burkard C, De Graaf J, Holm C. 2019. J. Chem. Phys. 150:144110
  65. 65.
    Downton MT, Stark H. 2009. J. Phys. Condens. Matter 21:204101
  66. 66.
    Götze IO, Gompper G. 2010. Phys. Rev. E 82:041921
  67. 67.
    Zöttl A, Stark H. 2012. Phys. Rev. Lett. 108:218104
  68. 68.
    Zantop AW, Stark H. 2021. J. Chem. Phys. 154:024105
  69. 69.
    Theers M, Westphal E, Qi K, Winkler RG, Gompper G. 2018. Soft Matter 14:8590–603
  70. 70.
    Kuhr JT, Rühle F, Stark H. 2019. Soft Matter 15:5685–94
  71. 71.
    Qi K, Westphal E, Gompper G, Winkler RG. 2022. Commun. Phys. 5:49
  72. 72.
    Kuhr JT, Blaschke J, Rühle F, Stark H. 2017. Soft Matter 13:7548–55
  73. 73.
    Rühle F, Stark H. 2020. Eur. Phys. J. E 43:26
  74. 74.
    Zantop AW, Stark H. 2021. J. Chem. Phys. 155:134904
  75. 75.
    Zantop A, Stark H 2022. Soft Matter 18:6179–91
  76. 76.
    Alarcón F, Pagonabarraga I. 2013. J. Mol. Liq. 185:56–61
  77. 77.
    Popescu MN, Uspal WE, Eskandari Z, Tasinkevych M, Dietrich S 2018. Eur. Phys. J. E 41:145
  78. 78.
    Varma A, Montenegro-Johnson TD, Michelin S 2018. Soft Matter 14:7155–73
  79. 79.
    Schmitt M, Stark H. 2013. Europhys. Lett. 101:44008
  80. 80.
    Uspal WE, Popescu MN, Dietrich S, Tasinkevych M. 2015. Soft Matter 11:434–38
  81. 81.
    Mozaffari A, Sharifi-Mood N, Koplik J, Maldarelli C. 2016. Phys. Fluids 28:053107
  82. 82.
    Popescu MN, Tasinkevych M, Dietrich S 2011. Europhys. Lett. 95:28004
  83. 83.
    Reigh SY, Kapral R. 2015. Soft Matter 11:3149–58
  84. 84.
    Liebchen B, Löwen H. 2019. J. Chem. Phys. 150:061102
  85. 85.
    Kanso E, Michelin S. 2019. J. Chem. Phys. 150:044902
  86. 86.
    Thakur S, Kapral R. 2012. Phys. Rev. E 85:026121
  87. 87.
    Huang MJ, Schofield J, Gaspard P, Kapral R. 2019. J. Chem. Phys. 150:12124110
  88. 88.
    Wagner M, Roca-Bonet S, Ripoll M 2021. Eur. Phys. J. E 44:343
  89. 89.
    Scagliarini A, Pagonabarraga I. 2020. Soft Matter 16:8893–903
  90. 90.
    Rojas-Pérez F, Delmotte B, Michelin S. 2021. J. Fluid Mech. 919:A22
  91. 91.
    Li G, Lauga E, Ardekani AM. 2021. J. Non-Newtonian Fluid Mech. 297:104655
  92. 92.
    Huang TY, Gu H, Nelson BJ. 2022. Annu. Rev. Control Robot. Auton. Syst. 5:279–310
  93. 93.
    Spagnolie SE, Moreno-Flores GR, Bartolo D, Lauga E. 2015. Soft Matter 11:3396–411
  94. 94.
    Chepizhko O, Peruani F. 2013. Phys. Rev. Lett. 111:160604
  95. 95.
    Zeitz M, Wolff K, Stark H. 2017. Eur. Phys. J. E 40:23
  96. 96.
    Morin A, Lopes Cardozo D, Chikkadi V, Bartolo D 2017. Phys. Rev. E 96:042611
  97. 97.
    Reichhardt CJ, Reichhardt C. 2017. Annu. Rev. Condens. Matter Phys. 8:51–75
  98. 98.
    Narinder N, Bechinger C, Gomez-Solano JR. 2018. Phys. Rev. Lett. 121:078003
  99. 99.
    Zhu L, Lauga E, Brandt L. 2012. Phys. Fluids 24:051902
  100. 100.
    Montenegro-Johnson TD, Smith DJ, Loghin D. 2013. Phys. Fluids 25:081903
  101. 101.
    Datt C, Zhu L, Elfring GJ, Pak OS. 2015. J. Fluid Mech. 784:R1
  102. 102.
    Lintuvuori JS, Würger A, Stratford K. 2017. Phys. Rev. Lett. 119:068001
  103. 103.
    Mandal S, Mazza MG. 2021. Eur. Phys. J. E 44:64
  104. 104.
    Choudhary A, Stark H. 2022. Soft Matter 18:48–52
  105. 105.
    Du Y, Jiang H, Hou Z. 2019. Soft Matter 15:2020–31
  106. 106.
    Zöttl A, Yeomans JM. 2019. J. Phys. Condens. Matter 31:234001
  107. 107.
    Zöttl A, Yeomans JM. 2019. Nat. Phys. 15:554–58
  108. 108.
    Qi K, Westphal E, Gompper G, Winkler RG. 2020. Phys. Rev. Lett. 124:068001
  109. 109.
    Qiao L, Huang MJ, Kapral R. 2020. Phys. Rev. Res. 2:033245
  110. 110.
    Zia RN. 2018. Annu. Rev. Fluid Mech. 50:371–405
  111. 111.
    Wu XL, Libchaber A. 2000. Phys. Rev. Lett. 84:3017–20
  112. 112.
    Leptos KC, Guasto JS, Gollub JP, Pesci AI, Goldstein RE. 2009. Phys. Rev. Lett. 103:198103
  113. 113.
    Maggi C, Paoluzzi M, Angelani L, Di Leonardo R. 2017. Sci. Rep. 7:17588
  114. 114.
    Knežević M, Stark H. 2020. New J. Phys. 22:113025
  115. 115.
    Granek O, Kafri Y, Tailleur J. 2022. Phys. Rev. Lett. 129:038001
  116. 116.
    Cengio SD, Levis D, Pagonabarraga I. 2019. Phys. Rev. Lett. 123:238003
  117. 117.
    Burkholder EW, Brady JF. 2020. Soft Matter 16:1034–46
  118. 118.
    Reichhardt C, Olson Reichhardt CJ 2015. Phys. Rev. E 91:032313
  119. 119.
    Chen DTN, Lau AWC, Hough LA, Islam MF, Goulian M et al. 2007. Phys. Rev. Lett. 99:148302
  120. 120.
    Knežević M, Avilés Podgurski LE, Stark H 2021. Sci. Rep. 11:22706
  121. 121.
    Fodor T, Cates ME. 2021. Europhys. Lett. 134:10003
  122. 122.
    Di Leonardo R, Angelani L, Dell'Arciprete D, Ruocco G, Schippa S et al. 2010. PNAS 107:9541–45
  123. 123.
    Sokolov A, Apodaca MM, Grzybowski BA, Aranson IS. 2010. PNAS 107:969–74
  124. 124.
    Angelani L, Di Leonardo R. 2010. New J. Phys. 12:113017
  125. 125.
    Kaiser A, Peshkov A, Sokolov A, ten Hagen B, Löwen H, Aranson IS. 2014. Phys. Rev. Lett. 112:158101
  126. 126.
    Krishnamurthy S, Ghosh S, Chatterji D, Ganapathyand R, Sood AK. 2016. Nat. Phys. 12:1134–39
  127. 127.
    Martin D, Nardini C, Cates M, Fodor É. 2018. Europhys. Lett. 121:60005
  128. 128.
    Malgaretti P, Nowakowski P, Stark H. 2021. Europhys. Lett. 134:20002
  129. 129.
    Malgaretti P, Stark H. 2022. Phys. Rev. Lett 129228005
  130. 130.
    Muiños-Landin S, Fischer A, Holubec V, Cichos F. 2021. Sci. Robot. 6:eabd9285
  131. 131.
    Colabrese S, Gustavsson K, Celani A, Biferale L. 2017. Phys. Rev. Lett. 118:158004
  132. 132.
    Yang Y, Bevan MA, Li B. 2020. Adv. Intel. Syst. 2:1900106
  133. 133.
    Hartl B, Hübl M, Kahl G, Zöttl A. 2021. PNAS 118:e2019683118
  134. 134.
    Alageshan JK, Verma AK, Bec J, Pandit R. 2020. Phys. Rev. E 101:043110
  135. 135.
    Gunnarson P, Mandralis I, Novati G, Koumoutsakos P, Dabiri JO. 2021. Nat. Commun. 12:7143
  136. 136.
    Nasiri M, Liebchen B. 2022. New J. Phys. 24:073042
  137. 137.
    Schneider E, Stark H. 2019. Europhys. Lett. 127:64003
  138. 138.
    Falk MJ, Alizadehyazdi V, Jaeger H, Murugan A. 2021. Phys. Rev. Res. 3:033291
  139. 139.
    Mirzakhanloo M, Esmaeilzadeh S, Alam MR. 2020. J. Fluid Mech. 903:A34
  140. 140.
    Tsang ACH, Tong PW, Nallan S, Pak OS. 2020. Phys. Rev. Fluids 5:074101
  141. 141.
    Zhu G, Fang WZ, Zhu L. 2022. J. Fluid. Mech. 944:A3
  142. 142.
    Löwen H. 2020. J. Chem. Phys. 152:040901
  143. 143.
    Scholz C, Jahanshahi S, Ldov A, Löwen H. 2018. Nat. Commun. 9:5156
  144. 144.
    Leoni M, Paoluzzi M, Eldeen S, Estrada A, Nguyen L et al. 2020. Phys. Rev. Res. 2:043299
  145. 145.
    Dai C, Bruss IR, Glotzer SC. 2020. Soft Matter 16:2847–53
  146. 146.
    Enculescu M, Stark H. 2011. Phys. Rev. Lett. 107:058301
  147. 147.
    Löwen H. 2019. Phys. Rev. E 99:062608
  148. 148.
    Chepizhko O, Franosch T. 2019. Soft Matter 15:452–61
  149. 149.
    Wang S, Ardekani A. 2012. Phys. Fluids 24:101902
  150. 150.
    Khair AS, Chisholm NG. 2014. Phys. Fluids 26:011902
  151. 151.
    Choudhary A, Paul S, Rühle F, Stark H. 2022. Commun. Phys. 5:14
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Modeling Active Colloids: From Active Brownian Particles to Hydrodynamic and Chemical Fields
Annual Review of Condensed Matter Physics 14, 109 (2023); https://doi.org/10.1146/annurev-conmatphys-040821-115500
/content/journals/10.1146/annurev-conmatphys-040821-115500
/content/journals/10.1146/annurev-conmatphys-040821-115500
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