- Access by Xinjiang University
Microscopic fluctuations in the spreading fronts of circular wetting liquid droplets
Phys. Rev. E 111, 045504 – Published 10 April, 2025
DOI: https://doi.org/10.1103/PhysRevE.111.045504
Abstract
We study numerically the kinetic roughening properties of the precursor fronts of nonvolatile liquid droplets spreading on solid substrates, for the case of circular droplets, more frequently addressed in experiments. To this end, we perform kinetic Monte Carlo (kMC) simulations of a lattice gas model whose kinetic roughening behavior has been recently assessed in a band geometry [J. M. Marcos et al., Phys. Rev. E 105, 054801 (2022)]. We compare the scaling behaviors of the spreading fronts obtained for the two geometries, in view of the occurrence of, for example, different universality subclasses for different growth geometries for the related important Kardar-Parisi-Zhang (KPZ) universality class. For circular droplets, we obtain that the average front position increases (sub)diffusively as , where shows a stronger dependence on the conditions considered for temperature and substrate wettability than in band geometry. In spite of this, front fluctuations for circular droplets behave qualitatively similar to those seen for band geometries, with kinetic roughening exponent values which similarly depend on temperature but become -independent for sufficiently high . Circular droplets also display intrinsic anomalous scaling with different values of the roughness exponent at short and large length scales, and fluctuations statistics which are close to the Tracy-Widom probability distribution function that applies in the corresponding KPZ universality subclass, now the one expected for interfaces with an overall circular symmetry.
Physics Subject Headings (PhySH)
Article Text
References (61)
- V. M. Starov and M. G. Velarde, Wetting and Spreading Dynamics (CRC Press, Boca Raton, FL, 2019).
- G. Reiter, Spreading of liquids on substrates, in Handbook of Adhesion Technology, edited by L. F. M. da Silva, A. Öchsner, and R. D. Adams (Springer International Publishing, Cham, 2018), pp. 101–113.
- M. N. Popescu, G. Oshanin, S. Dietrich, and A.-M. Cazabat, Precursor films in wetting phenomena, J. Phys.: Condens. Matter 24, 243102 (2012).
- L. H. Tanner, The spreading of silicone oil drops on horizontal surfaces, J. Phys. D: Appl. Phys. 12, 1473 (1979).
- D. Bonn, J. Eggers, J. Indekeu, J. Meunier, and E. Rolley, Wetting and spreading, Rev. Mod. Phys. 81, 739 (2009).
- L. G. Cencha, G. Dittrich, P. Huber, C. L. A. Berli, and R. Urteaga, Precursor film spreading during liquid imbibition in nanoporous photonic crystals, Phys. Rev. Lett. 125, 234502 (2020).
- H. Y. Chang, H. K. Tsao, and Y. J. Sheng, Enhancement of capillary flow via precursor film thickening in graphene nanochannels, J. Mol. Liq. 410, 125584 (2024).
- S. Nesic, R. Cuerno, E. Moro, and L. Kondic, Fully nonlinear dynamics of stochastic thin-film dewetting, Phys. Rev. E 92, 061002(R) (2015).
- C. Zhao, J. Liu, D. A. Lockerby, and J. E. Sprittles, Fluctuation-driven dynamics in nanoscale thin-film flows: Physical insights from numerical investigations, Phys. Rev. Fluids 7, 024203 (2022).
- A.-L. Barabási and H. E. Stanley, Fractal Concepts in Surface Growth (Cambridge University Press, Cambridge, 1995).
- J. Krug, Origins of scale invariance in growth processes, Adv. Phys. 46, 139 (1997).
- D. B. Abraham, R. Cuerno, and E. Moro, Microscopic model for thin film spreading, Phys. Rev. Lett. 88, 206101 (2002).
- Y. Zhang, J. Sprittles, and D. Lockerby, Thermal capillary wave growth and surface roughening of nanoscale liquid films, J. Fluid Mech. 915, A135 (2021).
- U. C. Täuber, Critical Dynamics (Cambridge University Press, Cambridge, 2014).
- S. Das Sarma, S. V. Ghaisas, and J. M. Kim, Kinetic super-roughening and anomalous dynamic scaling in nonequilibrium growth models, Phys. Rev. E 49, 122 (1994).
- M. Plischke, J. D. Shore, M. Schroeder, M. Siegert, and D. E. Wolf, Comment on “solid-on-solid rules and models for nonequilibrium growth in 2+1 dimensions”, Phys. Rev. Lett. 71, 2509 (1993).
- M. Schroeder, M. Siegert, D. E. Wolf, J. D. Shore, and M. Plischke, Scaling of growing surfaces with large local slopes, Europhys. Lett. 24, 563 (1993).
- J. M. López, M. A. Rodríguez, and R. Cuerno, Superroughening versus intrinsic anomalous scaling of surfaces, Phys. Rev. E 56, 3993 (1997).
- J. J. Ramasco, J. M. Lopez, and M. A. Rodriguez, Generic dynamic scaling in kinetic roughening, Phys. Rev. Lett. 84, 2199 (2000).
- R. Cuerno and L. Vázquez, The title of the work, in Advances in Condensed Matter and Statistical Physics, edited by E. Korutcheva and R. Cuerno (Nova Science Publishers, New York, 2004).
- R. Cuerno, M. Castro, J. Muñoz-García, R. Gago, and L. Vázquez, Universal non-equilibrium phenomena at submicrometric surfaces and interfaces, Eur. Phys. J. Spec. Top. 146, 427 (2007).
- T. Kriecherbauer and J. Krug, A Pedestrian's view on interacting particle systems, KPZ universality and random matrices, J. Phys. A: Math. Theor. 43, 403001 (2010).
- K. A. Takeuchi, An appetizer to modern developments on the Kardar–Parisi–Zhang universality class, Physica A 504, 77 (2018).
- J.-Y. Fortin and M. Clusel, Applications of extreme value statistics, J. Phys. A: Math. Theor. 48, 183001 (2015).
- G. Makey, S. Galioglu, R. Ghaffari, E. D. Engin, G. Yíldírím, Ö. Yavuz, O. Bektaş, Ü. S. Nizam, Ö. Akbulut, Ö. Şahin, K. Güngör, D. Dede, H. V. Demir, F. Ö. Ilday, and S. Ilday, Universality of dissipative self-assembly from quantum dots to human cells, Nat. Phys. 16, 795 (2020).
- J. M. Marcos, P. Rodríguez-López, J. J. Meléndez, R. Cuerno, and J. J. Ruiz-Lorenzo, Spreading fronts of wetting liquid droplets: Microscopic simulations and universal fluctuations, Phys. Rev. E 105, 054801 (2022).
- C. Chalmers, R. Smith, and A. J. Archer, Modelling the evaporation of nanoparticle suspensions from heterogeneous surfaces, J. Phys.: Condens. Matter 29, 295102 (2017).
- M. Areshi, D. Tseluiko, and A. J. Archer, Kinetic monte carlo and hydrodynamic modeling of droplet dynamics on surfaces, including evaporation and condensation, Phys. Rev. Fluids 4, 104006 (2019).
- A. Lukkarinen, K. Kaski, and D. B. Abraham, Mechanisms of fluid spreading: Ising model simulations, Phys. Rev. E 51, 2199 (1995).
- M. Harel and H. Taitelbaum, Non-universal dynamic exponents for thin-film spreading, Europhys. Lett. 122, 26002 (2018).
- M. Harel and H. Taitelbaum, Non-monotonic dynamics of thin film spreading, Eur. Phys. J. E 44, 69 (2021).
- M. Alava, M. Dubé, and M. Rost, Imbibition in disordered media, Adv. Phys. 53, 83 (2004).
- M. E. J. Newman and G. T. Barkema, Monte Carlo Methods in Statistical Physics (Oxford University Press, Oxford, 1999).
- M. A. C. Huergo, M. A. Pasquale, P. H. González, A. E. Bolzán, and A. J. Arvia, Growth dynamics of cancer cell colonies and their comparison with noncancerous cells, Phys. Rev. E 85, 011918 (2012).
- J. Galeano, J. Buceta, K. Juarez, B. Pumariño, J. de la Torre, and F. Iriondo, Dynamical scaling analysis of plant callus growth, Europhys. Lett. 63, 83 (2003).
- M. A. C. Huergo, M. A. Pasquale, P. H. González, A. E. Bolzán, and A. J. Arvia, Dynamics and morphology characteristics of cell colonies with radially spreading growth fronts, Phys. Rev. E 84, 021917 (2011).
- S. N. Santalla, J. Rodríguez-Laguna, J. P. Abad, I. Marín, M. M. Espinosa, J. Muñoz-García, L. Vázquez, and R. Cuerno, Non-universality of front fluctuations for compact colonies of non-motile bacteria, Phys. Rev. E 98, 012407 (2018).
- A. Brú, J. M. Pastor, I. Fernaud, I. Brú, S. Melle, and C. Berenguer, Super-rough dynamics on tumor growth, Phys. Rev. Lett. 81, 4008 (1998).
- A. Brú, S. Albertos, J. L. Subiza, J. L. García-Asenjo, and I. Brú, The universal dynamics of tumor growth, Biophys. J. 85, 2948 (2003).
- M. Block, E. Schöll, and D. Drasdo, Classifying the expansion kinetics and critical surface dynamics of growing cell populations, Phys. Rev. Lett. 99, 248101 (2007).
- S. Santalla, J. Rodríguez-Laguna, and R. Cuerno, Circular Kardar-Parisi-Zhang equation as an inflating, self-avoiding ring polymer, Phys. Rev. E 89, 010401(R) (2014).
- S. Santalla, J. Rodríguez-Laguna, T. Lagatta, and R. Cuerno, Random geometry and the Kardar-Parisi-Zhang universality class, New J. Phys. 17, 033018 (2015).
- S. N. Santalla and S. C. Ferreira, Eden model with nonlocal growth rules and kinetic roughening in biological systems, Phys. Rev. E 98, 022405 (2018).
- R. Baiod, D. Kessler, P. Ramanlal, L. Sander, and R. Savit, Dynamical scaling of the surface of finite-density ballistic aggregation, Phys. Rev. A 38, 3672 (1988).
- P. Meakin, P. Ramanlal, L. M. Sander, and R. C. Ball, Ballistic deposition on surfaces, Phys. Rev. A 34, 5091 (1986).
- E. E. Mozo Luis, T. A. de Assis, and F. A. Oliveira, Unveiling the connection between the global roughness exponent and interface fractal dimension in EW and KPZ lattice models, J. Stat. Mech. (2022) 083202.
- B. G. Barreales, J. J. Meléndez, R. Cuerno, and J. J. Ruiz-Lorenzo, Kardar–Parisi–Zhang universality class for the critical dynamics of reaction–diffusion fronts, J. Stat. Mech. (2020) 023203.
- I. Álvarez Domenech, J. Rodríguez-Laguna, R. Cuerno, P. Córdoba-Torres, and S. N. Santalla, Shape effects in the fluctuations of random isochrones on a square lattice, Phys. Rev. E 109, 034104 (2024).
- P. Young, Everything You Wanted to Know About Data Analysis and Fitting but Were Afraid to Ask (Springer International Publishing, Cham, 2015).
- B. Efron, The Jackknife, the Bootstrap, and other Resampling Plans (SIAM, Philadelphia, PA, 1982).
- Y. H. Weng, C. J. Wu, H. K. Tsao, and Y. J. Sheng, Spreading dynamics of a precursor film of nanodrops on total wetting surfaces, Phys. Chem. Chem. Phys. 19, 27786 (2017).
- L. M. Hocking, Rival contact-angle models and the spreading of drops, J. Fluid Mech. 239, 671 (1992).
- A. Be'er, Y. Lereah, and H. Taitelbaum, Reactive wetting of Hg–Ag system at room temperature, Mater. Sci. Engin.: A 495, 102 (2008).
- L. Yin, B. T. Murray, S. Su, Y. Sun, Y. Efraim, H. Taitelbaum, and T. J. Singler, Reactive wetting in metal-metal systems, J. Phys.: Condens. Matter 21, 464130 (2009).
- M. Harel and H. Taitelbaum, Effect of temperature on the dynamics and geometry of reactive-wetting interfaces around room temperature, Phys. Rev. E 96, 062801 (2017).
- S. Baldassarri and V. Jacquier, Metastability for Kawasaki dynamics on the hexagonal lattice, J. Stat. Phys. 190, 46 (2023).
- T. Halpin-Healy and K. A. Takeuchi, A KPZ Cocktail-Shaken, not stirred.., J. Stat. Phys. 160, 794 (2015).
- I. S. S. Carrasco and T. J. Oliveira, Universality and geometry dependence in the class of the nonlinear molecular beam epitaxy equation, Phys. Rev. E 94, 050801(R) (2016).
- I. S. S. Carrasco and T. J. Oliveira, Geometry dependence in linear interface growth, Phys. Rev. E 100, 042107 (2019).
- K. A. Takeuchi, M. Sano, T. Sasamoto, and H. Spohn, Growing interfaces uncover universal fluctuations behind scale invariance, Sci. Rep. 1, 34 (2011).
- F. Bornemann, On the numerical evaluation of distributions in random matrix theory: A review, Markov. Process. Relat. Fields 16, 803 (2010).