Skip to main content
Philosophical transactions. Series A, Mathematical, physical, and engineering sciences logoLink to Philosophical transactions. Series A, Mathematical, physical, and engineering sciences
. 2023 Feb 27;381(2245):20220091. doi: 10.1098/rsta.2022.0091

Introduction to ‘New trends in pattern formation and nonlinear dynamics of extended systems’

Alexander Nepomnyashchy 1, Anna Samoilova 2,3,
PMCID: PMC9968531  PMID: 36842982

Abstract

Pattern formation is a widespread phenomenon observed in physical, chemical and biological systems. During the past decades, powerful experimental and theoretical tools for the investigation of that phenomenon have been developed. Also, the set of pattern forming system was diversified. The present issue presents a panorama of pattern formation and other nonlinear dynamical phenomena in different natural and engineering systems. Special attention is paid to nonlinear dynamics of fluids. Non-equilibrium phenomena in chemical and quantum systems are also considered.

This article is part of the theme issue ‘New trends in pattern formation and nonlinear dynamics of extended systems’.

Keywords: pattern formation, nonlinear dynamics, extended systems


The spontaneous development of spatial non-uniformities under uniform external conditions is a characteristic feature of extended systems. That phenomenon is known as pattern formation.

The paradigmatic examples of pattern formation are the generation of Faraday ripples by vibration [1], convective cell formation in a heated layer [2] and creation of concentration patterns in reaction–diffusion systems [3]. During the past decades, the pattern formation was observed in different physical, chemical and biological systems on various spatial scales. Significant progress has been achieved in understanding the nature and basic features of that phenomenon [4].

Besides the present introductory article, the theme issue includes 17 articles that describe different aspects of the extended system dynamics and the pattern formation.

The dynamics of fluids with interfaces governed by nonlinear boundary value problems is one of the main research fields where instabilities leading to pattern formation are studied [5,6]. In the first paper of the present issue [7], recent achievements in the classical problem of Faraday instability are reviewed. Two physical mechanisms of the resonance excitation of Faraday patterns in a two-layer liquid system are considered, namely vertical vibrations and oscillations of the electrical voltage. The theoretical analysis and experiments, which perfectly match, demonstrate the crucial influence of side walls on the shape of patterns.

The latter circumstance makes it important to correctly model the dynamics of the triple liquid/liquid/solid line. Such a description cannot be done in terms of the standard Navier–Stokes hydrodynamics [8]. The behaviour of the triple line under vibrations has some specific features, not fully understood [9]. A self-consistent description of that phenomenon is especially important in the problem of the influence of vibration on the liquid/liquid interface in a porous medium. In [10], the influence of high-frequency translational vibrations on the liquid/liquid displacement flows in a capillary, which is the main element of a porous matrix, is examined. In order to avoid the difficulties related to the description of the contact line, the authors apply the phase-field approach. A striking result of the analysis is that a common expectation that shaking facilitates the release of entrapped fluids is not always correct.

A multiphase medium is another kind of physical system sensitive to vibrations. The interaction of a bubble with container walls in an oscillating viscous liquid is studied in [11]. The interface is described by means of the level set method. Unexpectedly, the sign of the interaction (attraction or repulsion) depends on the liquid viscosity.

The behaviour of an interface between two liquids with high viscosity contrast filling a vertical Hele–Shaw cell with a round side border and rotating around a horizontal axis with a non-constant angular velocity is studied experimentally in [12]. In the case of a constant rotation velocity, under the action of centrifugal force, the interface between liquids has an axisymmetric circular shape. The modulation of rotation velocity leads to a displacement of the curvature centre or/and creation of patterns on the liquid/liquid interface. The mechanism of the pattern-generating interface instability is similar to that of the Kelvin–Helmholtz instability.

Contrary to interfacial patterns that develop under a non-stationary external action, the heat convection patterns can appear under stationary but thermodynamically non-equilibrium conditions. One can distinguish between thermocapillary (Marangoni) convection caused by the temperature dependence of the surface tension and buoyancy (Rayleigh) convection caused by the temperature dependence of the fluid density.

The former type of convection patterns is the subject of paper [13]. In a liquid film atop a heated substrate with low thermal conductivity, a longwave Marangoni instability is developed, which can be described, within the lubrication approximation, by coupled equations for surface deformation and surface temperature. The instability leads either to the formation of roll or square patterns, or to film rupture.

Another physical system subject to Marangoni convection is the liquid bridge between two solid plates. An extensive experimental and numerical investigation of diverse oscillatory convective patterns (hydrothermal waves), which are developed in a liquid bridge under the action of a parallel gas flow, is presented in [14]. The simulations are complemented by a spectral analysis, which allows understanding the evolution of patterns observed in experiments.

An interesting phenomenon of the accumulation of particles driven by time-periodic flows in a liquid bridge is the subject of paper [15]. The paper contains a detailed numerical investigation of competing, overlapping and intertwining particle accumulation structures, some of which have never been reported before.

A special kind of Marangoni convection is produced by the propagation of a chemical reaction front. In [16], diverse phenomena related to chemically driven Marangoni convection, for irreversible and reversible reactions, are considered. The chemical reaction can also generate a buoyancy-driven convection. The buoyancy-driven convection pattern formation triggered by a neutralization reaction in an immiscible two-layer system place in a vertical Hele–Shaw cell is studied experimentally and numerically in [17].

The excitation of buoyancy convection is strongly influenced by vibrations [18]. In contradistinction to the standard approach based on the imposing periodic vibrations, the parametric excitation of convection by random vibrations is considered in [19]. It is found that unlike high-frequency periodic vibration, which suppresses the convective instability, the stochastic modulation of parameters can induce macroscopic convection.

Buoyancy and thermocapillary mechanisms of convection can act simultaneously in a fluid system with an interface. The adequate mathematical description of the heat transfer in a fluid system with a deformable interface is the subject of paper [20]. The validity of the Boussinesq approximation for that class of problems is demonstrated by the comparison with the results of direct simulations of the Navier–Stokes equations.

In reaction–diffusion systems, the patterns are developed even in the absence of a macroscopic motion. In the pioneering work of Turing [3], the pattern formation was predicted in the case of a slowly diffusing activator that reacts with a fast diffusing inhibitor. Paper [21] is devoted to the longstanding question on the possibility of a symmetry breaking Turing-type bifurcation in a system with comparable diffusion time scales of components. That phenomenon has been revealed in the case of compartmental reaction that occurs only in localized ‘compartments’.

The mass-conserving equivalent to Turing’s two-species reaction–diffusion system is the system of two coupled Cahn–Hilliard equations. Paper [22] is devoted to the consideration of the consequences of non-reciprocal interactions of components. Examples are catalytic particles with different phoretic response to the chemical produced by a particle of another type, and predator–prey interactions. Special attention is paid to the resonance between Turing and wave instability mode. The example of a modified FitzHugh–Nagumo system is considered in detail.

The subject of paper [23] is the nonlinear diffusion with piecewise constant azimuthal anisotropy of the diffusivity coefficient. Two- and three-dimensional exact solutions of the governing equation have been found in elliptic coordinates. Some unconventional properties of the solutions have been revealed.

A complex problem including heat transfer, vapour diffusion in a porous medium and evaporation/condensation processes is considered in [24] in the context of high-temperature silicification of carbon composite material. The results of numerical simulation are in a good agreement with experimental data.

Recently, the pattern formation phenomena have been observed in dipolar Bose–Einstein condensates (BEC) [25]. The spontaneous formation of a coherent density wave (supersolid) in a BEC, which was predicted by the theory far ago [26,27], has been discovered in experiments [28]. In [29], a dipolar BEC trapped by a combination of harmonic-oscillator (HO) and optical-lattice (OL) potentials is considered. The action of a time-periodic modulation of the HO frequency and/or OL depth is studied in the framework of an appropriate modification of the Gross–Pitaevskii equation, by means of a variational approximation and by direct numerical solution. Results for the generation of harmonics, sub-harmonics, sum- and mixing-frequencies are reported.

In discrete systems (lattices and networks), some specific kinds of patterns appear. Among them are chimera patterns combining order and disorder [30]. In [31], chimera patterns are studied in a one-dimensional array of phase oscillators coupled via a complex field, which is governed by an advection–diffusion equation with violated left–right symmetry. In contradistinction to the symmetric case, chimera patterns move. It is observed that the phase profiles are continuous in the limit of a large number of oscillators. A number of exact solutions have been found.

In conclusion, this theme issue presents a panorama of pattern formation and nonlinear dynamics phenomena in various physical and chemical systems. The presented papers highlight achievements and open problems in that rapidly advancing field.

Data accessibility

This article has no additional data.

Authors' contributions

A.S.: writing—original draft, writing—review and editing; A.N.: writing—original draft, writing—review and editing.

Both authors gave final approval for publication and agreed to be held accountable for the work performed therein.

Conflict of interest declaration

This theme issue was put together by the Guest Editor team under supervision from the journal's editorial staff, following the Royal Society's ethical codes and best-practice guidelines. The Guest Editor team invited contributions and handled the review process. Individual Guest Editors were not involved in assessing papers where they had a personal, professional or financial conflict of interest with the authors or the research described. Independent reviewers assessed all papers. Invitation to contribute did not guarantee inclusion.

Funding

We received no funding for this study.

References

  • 1.Faraday M. 1831. On a peculiar class of acoustic figures, and on certain forms assumed by a group of particles upon elastic surfaces. Phil. Trans. R. Soc. Lond. A 121, 299-318. ( 10.1098/rstl.1831.0018) [DOI] [Google Scholar]
  • 2.Bénard H. 1900. Les tourbillons cellulaires dans une nappe liquide. Rev. Gen. Sci. Pures Appl. 11, 1261-1271. [Google Scholar]
  • 3.Turing AM. 1952. The chemical basis of morphogenesis. Phil. Trans. R. Soc. Lond. B 237, 37-72. ( 10.1098/rstb.1952.0012) [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Pismen LM. 2006. Patterns and interfaces in dissipative dynamics. Berlin, Germany: Springer. [Google Scholar]
  • 5.Johns LE, Narayanan R. 2002. Interfacial instability. New York, NY: Springer. [Google Scholar]
  • 6.Colinet P, Nepomnyashchy A (eds). 2010. Pattern formation at interfaces. Vienna, Austria: Springer. [Google Scholar]
  • 7.Dinesh B, Livesay J, Ignatius IB, Narayanan R. 2023. Pattern formation in Faraday instability—experimental validation of theoretical models. Phil. Trans. R. Soc. A 381, 20220081. ( 10.1098/rsta.2022.0081) [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.De Gennes PG. 1985. Wetting: static and dynamics. Rev. Mod. Phys. 57, 827-863. ( 10.1103/RevModPhys.57.827) [DOI] [Google Scholar]
  • 9.Manor O. 2014. Diminution of contact angle hysteresis under the influence of an oscillatory force. Langmuir 30, 6841-6845. ( 10.1021/la5006924) [DOI] [PubMed] [Google Scholar]
  • 10.Vorobev A, Prokopev S, Lyubimova T. 2023. Liquid/liquid displacement in a vibrating capillary. Phil. Trans. R. Soc. A 381, 20220090. ( 10.1098/rsta.2022.0090) [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Lyubimova TP, Fomicheva AA, Ivantsov AO. 2023. Dynamics of a bubble in oscillating viscous liquid. Phil. Trans. R. Soc. A 381, 20220085. ( 10.1098/rsta.2022.0085) [DOI] [PubMed] [Google Scholar]
  • 12.Kozlov V, Petukhova M, Kozlov N. 2023. Dynamics of liquids with high viscosity contrast in unevenly rotating Hele-Shaw cell. Phil. Trans. R. Soc. A 381, 20220082. ( 10.1098/rsta.2022.0082) [DOI] [PubMed] [Google Scholar]
  • 13.Samoilova A, Permyakova EV. 2023. Nonlinear three-dimensional patterns of the Marangoni convection in a thin film on a poorly conducting substrate. Phil. Trans. R. Soc. A 381, 20220086. ( 10.1098/rsta.2022.0086) [DOI] [PubMed] [Google Scholar]
  • 14.Gaponenko Y, Yasnou V, Mialdun A, Bou-Ali MM, Nepomnyashchy A, Shevtsova V. 2023. Variety of flow patterns in a liquid bridge subjected to a gas stream. Phil. Trans. R. Soc. A 381, 20220079. ( 10.1098/rsta.2022.0079) [DOI] [PubMed] [Google Scholar]
  • 15.Parker R, Capobianchi P, Lappa M. 2023. Competing particle attractee in liquid bridges. Phil. Trans. R. Soc. A 381, 20220302. ( 10.1098/rsta.2022.0302) [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Tiani R, Rongy L. 2023. Marangoni-driven nonlinear dynamics of bimolecular frontal systems: a general classification for equal diffusion coefficients. Phil. Trans. R. Soc. A 381, 20220080. ( 10.1098/rsta.2022.0080) [DOI] [PubMed] [Google Scholar]
  • 17.Bratsun D, Mizev A, Utochkin V, Nekrasov S, Shmyrova A. 2023. Nonlinear development of convective patterns driven by a neutralization reaction in immiscible two-layer systems. Phil. Trans. R. Soc. A 381, 20220178. ( 10.1098/rsta.2022.0178) [DOI] [PubMed] [Google Scholar]
  • 18.Gershuni GZ, Lyubimov DV. 1998. Thermal vibrational convection. Chichester, UK: John Wiley & Sons. [Google Scholar]
  • 19.Permyakova EV, Goldobin DS. 2023. Stochastic parametric excitation of convective heat transfer. Phil. Trans. R. Soc. A 381, 20220084. ( 10.1098/rsta.2022.0084) [DOI] [PubMed] [Google Scholar]
  • 20.Bekezhanova VB, Goncharova ON. 2023. Comparative study of convection characteristics for a system with deformable interface based on the Navier–Stokes and Oberbeck–Boussinesq equations. Phil. Trans. R. Soc. A 381, 20220078. ( 10.1098/rsta.2022.0078) [DOI] [PubMed] [Google Scholar]
  • 21.Pelz M, Ward MJ. 2023. The emergence of spatial patterns for compartmental reaction kinetics coupled by two bulk diffusing species with comparable diffusivities. Phil. Trans. R. Soc. A 381, 20220089. ( 10.1098/rsta.2022.0089) [DOI] [PubMed] [Google Scholar]
  • 22.Frohoff-Hülsmann T, Thiele U, Pismen LM. 2023. Non-reciprocity induces resonances in a two-field Cahn–Hilliard model. Phil. Trans. R. Soc. A 381, 20220087. ( 10.1098/rsta.2022.0087) [DOI] [PubMed] [Google Scholar]
  • 23.Tretiakova K, Nec Y. 2023. Separable solutions to nonlinear anisotropic diffusion equation in elliptic coordinates. Phil. Trans. R. Soc. A 381, 20220077. ( 10.1098/rsta.2022.0077) [DOI] [PubMed] [Google Scholar]
  • 24.Ageeva M, Demin VA. 2023. Physical model and numerical simulation of high-temperature silicification of carbon composite material. Phil. Trans. R. Soc. A 381, 20220083. ( 10.1098/rsta.2022.0083) [DOI] [PubMed] [Google Scholar]
  • 25.Hertkorn J et al. 2021. Pattern formation in quantum ferrofluids: from supersolids to superglasses. Phys. Rev. Res. 3, 033125. ( 10.1103/PhysRevResearch.3.033125) [DOI] [Google Scholar]
  • 26.Legget A. 1970. Can a solid be ‘superfluid’? Phys. Rev. Lett. 25, 1543-1546. ( 10.1103/PhysRevLett.25.1543) [DOI] [Google Scholar]
  • 27.Nepomnyashchii YA. 1971. Coherent crystals with one-dimensional and cubic lattices. Theor. Math. Phys. 8, 413-427. ( 10.1007/BF01029350) [DOI] [Google Scholar]
  • 28.Tanzi L, Lucioni E, Famá F, Catani J, Fioretti A, Gabbanini C, Bisset RN, Santos L, Modugno G. 2019. Observation of a dipolar quantum gas with metastable supersolid properties. Phys. Rev. Lett. 122, 130405. ( 10.1103/PhysRevLett.122.130405) [DOI] [PubMed] [Google Scholar]
  • 29.Bera J, Batin AQ, Ghosh S, Malomed B, Roy U. 2023. Generation of higher harmonics in dipolar Bose–Einstein condensates trapped in periodically modulated potentials. Phil. Trans. R. Soc. A 381, 20220075. ( 10.1098/rsta.2022.0075) [DOI] [PubMed] [Google Scholar]
  • 30.Kuramoto Y, Battogtokh D. 2002. Coexistence and coherence in nonlocally coupled phase oscillators. Nonlin. Phenom. Complex Syst. 5, 380-385. [Google Scholar]
  • 31.Smirnov L, Pikovsky A. 2023. Travelling chimeras in oscillator lattices with advective–diffusive coupling. Phil. Trans. R. Soc. A 381, 20220076. ( 10.1098/rsta.2022.0076) [DOI] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

This article has no additional data.


Articles from Philosophical transactions. Series A, Mathematical, physical, and engineering sciences are provided here courtesy of The Royal Society

RESOURCES