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Akutsu N. Kardar-Parisi-Zhang roughening associated with nucleation-limited steady crystal growth. Sci Rep 2023; 13:16086. [PMID: 37752168 PMCID: PMC10522770 DOI: 10.1038/s41598-023-43002-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2023] [Accepted: 09/18/2023] [Indexed: 09/28/2023] Open
Abstract
The roughness of crystal surfaces and the shape of crystals play important roles in multiscale phenomena. For example, the roughness of the crystal surface affects the frictional and optical properties of materials such as ice or silica. Theoretical studies on crystal surfaces based on the symmetry principle proposed that the growing surfaces of crystal growth could be classified in the universal class of Kardar-Parisi-Zhang (KPZ), but experiments rarely observe KPZ properties. To fill this the gap, extensive numerical calculations of the crystal growth rates and the surface roughness (surface width) have been performed for a nanoscale lattice model using the Monte Carlo method. The results indicate that a (001) surface is smooth within the single nucleation growth region. In contrast, the same surface is atomically smooth but thermodynamically rough in the poly-nucleation growth region in conjunction with a KPZ roughness exponent. Inclined surfaces are known to become Berezinskii-Kosterlitz-Thouless (BKT) rough surfaces both at and near equilibrium. The two types of steps associated with the (001) and (111) terraces were found to induce KPZ surface roughness, while the interplay between steps and multilayered islands promoted BKT roughness.
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Affiliation(s)
- Noriko Akutsu
- Faculty of Engineering, Osaka Electro-Communication University, Hatsu-cho, Neyagawa, Osaka, 572-8530, Japan.
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2
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Chen YT. Convergences of the rescaled Whittaker stochastic differential equations and independent sums. ANN APPL PROBAB 2022. [DOI: 10.1214/21-aap1753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Affiliation(s)
- Yu-Ting Chen
- Department of Mathematics and Statistics, University of Victoria
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3
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Lerouvillois V, Toninelli F. Hydrodynamic limit for a 2D interlaced particle process. ANN APPL PROBAB 2022. [DOI: 10.1214/21-aap1674] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Affiliation(s)
| | - Fabio Toninelli
- Institute of Statistics and Mathematical Methods in Economics, Technical University of Vienna
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Akutsu N. Faceted-rough surface with disassembling of macrosteps in nucleation-limited crystal growth. Sci Rep 2021; 11:3711. [PMID: 33580162 PMCID: PMC7881209 DOI: 10.1038/s41598-021-83227-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Accepted: 02/01/2021] [Indexed: 01/30/2023] Open
Abstract
To clarify whether a surface can be rough with faceted macrosteps that maintain their shape on the surface, crystal surface roughness is studied by a Monte Carlo method for a nucleation-limited crystal-growth process. As a surface model, the restricted solid-on-solid (RSOS) model with point-contact-type step-step attraction (p-RSOS model) is adopted. At equilibrium and at sufficiently low temperatures, the vicinal surface of the p-RSOS model consists of faceted macrosteps with (111) side surfaces and smooth terraces with (001) surfaces (the step-faceting zone). We found that a surface with faceted macrosteps has an approximately self-affine-rough structure on a 'faceted-rough surface'; the surface width is strongly divergent at the step-disassembling point, which is a characteristic driving force for crystal growth. A 'faceted-rough surface' is realized in the region between the step-disassembling point and a crossover point where the single nucleation growth changes to poly-nucleation growth.
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Affiliation(s)
- Noriko Akutsu
- Faculty of Engineering, Osaka Electro-Communication University, Hatsu-cho, Neyagawa, Osaka, 572-8530, Japan.
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5
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Cannizzaro G, Erhard D, Schönbauer P. 2D anisotropic KPZ at stationarity: Scaling, tightness and nontriviality. ANN PROBAB 2021. [DOI: 10.1214/20-aop1446] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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6
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Maitra A, Lenz M, Voituriez R. Chiral Active Hexatics: Giant Number Fluctuations, Waves, and Destruction of Order. PHYSICAL REVIEW LETTERS 2020; 125:238005. [PMID: 33337208 DOI: 10.1103/physrevlett.125.238005] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Accepted: 11/06/2020] [Indexed: 06/12/2023]
Abstract
Active materials, composed of internally driven particles, have properties that are qualitatively distinct from matter at thermal equilibrium. However, the most spectacular departures from equilibrium phase behavior are thought to be confined to systems with polar or nematic asymmetry. In this Letter, we show that such departures are also displayed by more symmetric phases such as hexatics if, in addition, the constituent particles have chiral asymmetry. We show that chiral active hexatics whose rotation rate does not depend on density have giant number fluctuations. If the rotation rate depends on density, the giant number fluctuations are suppressed due to a novel orientation-density sound mode with a linear dispersion which propagates even in the overdamped limit. However, we demonstrate that beyond a finite but large length scale, a chirality and activity-induced relevant nonlinearity invalidates the predictions of the linear theory and destroys the hexatic order. In addition, we show that activity modifies the interactions between defects in the active chiral hexatic phase, making them nonmutual. Finally, to demonstrate the generality of a chiral active hexatic phase we show that it results from the melting of chiral active crystals in finite systems.
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Affiliation(s)
- Ananyo Maitra
- Sorbonne Université and CNRS, Laboratoire Jean Perrin, F-75005, Paris, France
| | - Martin Lenz
- LPTMS, CNRS, Université Paris-Sud, Université Paris-Saclay, 91405 Orsay, France
- PMMH, CNRS, ESPCI Paris, PSL University, Sorbonne Université, Université de Paris, F-75005, Paris, France
| | - Raphael Voituriez
- Sorbonne Université and CNRS, Laboratoire Jean Perrin, F-75005, Paris, France
- Sorbonne Université and CNRS, Laboratoire de Physique Théorique de la Matière Condensée, F-75005, Paris, France
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Akutsu N. Crossover from BKT-rough to KPZ-rough surfaces for interface-limited crystal growth/recession. Sci Rep 2020; 10:13057. [PMID: 32747688 PMCID: PMC7400654 DOI: 10.1038/s41598-020-70008-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Accepted: 07/15/2020] [Indexed: 11/09/2022] Open
Abstract
The crossover from a Berezinskii-Kosterlitz-Thouless (BKT) rough surface to a Kardar-Parisi-Zhang (KPZ) rough surface on a vicinal surface is studied using the Monte Carlo method in the non-equilibrium steady state in order to address discrepancies between theoretical results and experiments. The model used is a restricted solid-on-solid model with a discrete Hamiltonian without surface or volume diffusion (interface limited growth/recession). The temperature, driving force for growth, system size, and surface slope dependences of the surface width are calculated for vicinal surfaces tilted between the (001) and (111) surfaces. The surface velocity, kinetic coefficient of the surface, and mean height of the locally merged steps are also calculated. In contrast to the accepted theory for (2 + 1) surfaces, we found that the crossover point from a BKT (logarithmic) rough surface to a KPZ (algebraic) rough surface is different from the kinetic roughening point for the (001) surface. The driving force for crystal growth was found to be a relevant parameter for determining whether the system is in the BKT class or the KPZ class. It was also determined that ad-atoms, ad-holes, islands, and negative-islands block surface fluctuations, which contributes to making a BKT-rough surface.
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Affiliation(s)
- Noriko Akutsu
- Faculty of Engineering, Osaka Electro-Communication University, Hatsu-cho, Neyagawa, Osaka, 572-8530, Japan.
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8
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Lerouvillois V. Hydrodynamic limit of a $(2+1)$-dimensional crystal growth model in the anisotropic KPZ class. ELECTRON J PROBAB 2020. [DOI: 10.1214/20-ejp473] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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9
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Chen YT. Rescaled Whittaker driven stochastic differential equations converge to the additive stochastic heat equation. ELECTRON J PROBAB 2019. [DOI: 10.1214/19-ejp289] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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10
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Sieberer LM, Altman E. Topological Defects in Anisotropic Driven Open Systems. PHYSICAL REVIEW LETTERS 2018; 121:085704. [PMID: 30192569 DOI: 10.1103/physrevlett.121.085704] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2018] [Indexed: 06/08/2023]
Abstract
We study the dynamics and unbinding transition of vortices in the compact anisotropic Kardar-Parisi-Zhang equation. The combination of nonequilibrium conditions and strong spatial anisotropy drastically affects the structure of vortices and amplifies their mutual binding forces, thus stabilizing the ordered phase. We find novel universal critical behavior in the vortex-unbinding crossover in finite-size systems. These results are relevant for a wide variety of physical systems, ranging from strongly coupled light-matter quantum systems to dissipative time crystals.
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Affiliation(s)
- L M Sieberer
- Department of Physics, University of California, Berkeley, California 94720, USA
- Institute for Theoretical Physics, University of Innsbruck, A-6020 Innsbruck, Austria
- Institute for Quantum Optics and Quantum Information of the Austrian Academy of Sciences, A-6020 Innsbruck, Austria
| | - E Altman
- Department of Physics, University of California, Berkeley, California 94720, USA
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Borodin A, Corwin I, Ferrari PL. Anisotropic $$(2+1)$$d growth and Gaussian limits of q-Whittaker processes. Probab Theory Relat Fields 2017. [DOI: 10.1007/s00440-017-0809-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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12
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13
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Sieberer LM, Buchhold M, Diehl S. Keldysh field theory for driven open quantum systems. REPORTS ON PROGRESS IN PHYSICS. PHYSICAL SOCIETY (GREAT BRITAIN) 2016; 79:096001. [PMID: 27482736 DOI: 10.1088/0034-4885/79/9/096001] [Citation(s) in RCA: 84] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Recent experimental developments in diverse areas-ranging from cold atomic gases to light-driven semiconductors to microcavity arrays-move systems into the focus which are located on the interface of quantum optics, many-body physics and statistical mechanics. They share in common that coherent and driven-dissipative quantum dynamics occur on an equal footing, creating genuine non-equilibrium scenarios without immediate counterpart in equilibrium condensed matter physics. This concerns both their non-thermal stationary states and their many-body time evolution. It is a challenge to theory to identify novel instances of universal emergent macroscopic phenomena, which are tied unambiguously and in an observable way to the microscopic drive conditions. In this review, we discuss some recent results in this direction. Moreover, we provide a systematic introduction to the open system Keldysh functional integral approach, which is the proper technical tool to accomplish a merger of quantum optics and many-body physics, and leverages the power of modern quantum field theory to driven open quantum systems.
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Affiliation(s)
- L M Sieberer
- Department of Condensed Matter Physics, Weizmann Institute of Science, Rehovot 7610001, Israel
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14
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Kloss T, Canet L, Wschebor N. Strong-coupling phases of the anisotropic Kardar-Parisi-Zhang equation. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2014; 90:062133. [PMID: 25615070 DOI: 10.1103/physreve.90.062133] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/01/2014] [Indexed: 06/04/2023]
Abstract
We study the anisotropic Kardar-Parisi-Zhang equation using nonperturbative renormalization group methods. In contrast to a previous analysis in the weak-coupling regime, we find the strong-coupling fixed point corresponding to the isotropic rough phase to be always locally stable and unaffected by the anisotropy even at noninteger dimensions. Apart from the well-known weak-coupling and the now well-established isotropic strong-coupling behavior, we find an anisotropic strong-coupling fixed point for nonlinear couplings of opposite signs at noninteger dimensions.
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Affiliation(s)
- Thomas Kloss
- IIP, Universidade Federal do Rio Grande do Norte, Av. Odilon Gomes de Lima 1722, 59078-400 Natal, Brazil
| | - Léonie Canet
- Laboratoire de Physique et Modélisation des Milieux Condensés, Université Joseph Fourier and CNRS, 25, avenue des Martyrs, BP 166, F-38042 Grenoble, France
| | - Nicolás Wschebor
- Instituto de Física, Facultad de Ingeniería, Universidad de la República, J.H.y Reissig 565, 11000 Montevideo, Uruguay
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15
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Vivo E, Nicoli M, Cuerno R. Strong anisotropy in two-dimensional surfaces with generic scale invariance: nonlinear effects. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2014; 89:042407. [PMID: 24827260 DOI: 10.1103/physreve.89.042407] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/29/2013] [Indexed: 06/03/2023]
Abstract
We expand a previous study [Phys. Rev. E 86, 051611 (2012)] on the conditions for occurrence of strong anisotropy in the scaling properties of two-dimensional surfaces displaying generic scale invariance. In that study, a natural scaling ansatz was proposed for strongly anisotropic systems, which arises naturally when analyzing data from, e.g., thin-film production experiments. The ansatz was tested in Gaussian (linear) models of surface dynamics and in nonlinear models, like the Hwa-Kardar (HK) equation [Phys. Rev. Lett. 62, 1813 (1989)], which are susceptible of accurate approximations through the former. In contrast, here we analyze nonlinear equations for which such approximations fail. Working within generically scale-invariant situations, and as representative case studies, we formulate and study a generalization of the HK equation for conserved dynamics and reconsider well-known systems, such as the conserved and the nonconserved anisotropic Kardar-Parisi-Zhang equations. Through the combined use of dynamic renormalization group analysis and direct numerical simulations, we conclude that the occurrence of strong anisotropy in two-dimensional surfaces requires dynamics to be conserved. We find that, moreover, strong anisotropy is not generic in parameter space but requires, rather, specific forms of the terms appearing in the equation of motion, whose justification needs detailed information on the dynamical process that is being modeled in each particular case.
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Affiliation(s)
- Edoardo Vivo
- Departamento de Matemáticas and Grupo Interdisciplinar de Sistemas Complejos (GISC), Universidad Carlos III de Madrid, Avenida de la Universidad 30, E-28911 Leganés, Spain
| | - Matteo Nicoli
- Center for Interdisciplinary Research on Complex Systems, Department of Physics, Northeastern University, Boston, Massachusetts 02115, USA
| | - Rodolfo Cuerno
- Departamento de Matemáticas and Grupo Interdisciplinar de Sistemas Complejos (GISC), Universidad Carlos III de Madrid, Avenida de la Universidad 30, E-28911 Leganés, Spain
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16
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17
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Chen L, Toner J. Universality for moving stripes: a hydrodynamic theory of polar active smectics. PHYSICAL REVIEW LETTERS 2013; 111:088701. [PMID: 24010482 DOI: 10.1103/physrevlett.111.088701] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2013] [Indexed: 06/02/2023]
Abstract
We present a theory of moving stripes ("polar active smectics"), both with and without number conservation. The latter is described by a compact anisotropic Kardar-Parisi-Zhang equation, which implies smectic order is quasilong ranged in d=2 and long ranged in d=3. In d=2 the smectic disorders via a Kosterlitz-Thouless transition, which can be driven by either increasing the noise or varying certain nonlinearities. For the number-conserving case, giant number fluctuations are greatly suppressed by the smectic order, which is long ranged in d=3. Nonlinear effects become important in d=2.
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Affiliation(s)
- Leiming Chen
- College of Science, The China University of Mining and Technology, Xuzhou Jiangsu 221116, People's Republic of China
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18
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Vivo E, Nicoli M, Cuerno R. Strong anisotropy in two-dimensional surfaces with generic scale invariance: Gaussian and related models. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2012; 86:051611. [PMID: 23214797 DOI: 10.1103/physreve.86.051611] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2012] [Revised: 11/05/2012] [Indexed: 06/01/2023]
Abstract
Among systems that display generic scale invariance, those whose asymptotic properties are anisotropic in space (strong anisotropy, SA) have received relatively less attention, especially in the context of kinetic roughening for two-dimensional surfaces. This is in contrast with their experimental ubiquity, e.g., in the context of thin-film production by diverse techniques. Based on exact results for integrable (linear) cases, here we formulate a SA ansatz that, albeit equivalent to existing ones borrowed from equilibrium critical phenomena, is more naturally adapted to the type of observables that are measured in experiments on the dynamics of thin films, such as one- and two-dimensional height structure factors. We test our ansatz on a paradigmatic nonlinear stochastic equation displaying strong anisotropy like the Hwa-Kardar equation [Phys. Rev. Lett. 62, 1813 (1989)], which was initially proposed to describe the interface dynamics of running sand piles. A very important role to elucidate its SA properties is played by an accurate (Gaussian) approximation through a nonlocal linear equation that shares the same asymptotic properties.
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Affiliation(s)
- Edoardo Vivo
- Departamento de Matemáticas and Grupo Interdisciplinar de Sistemas Complejos, Universidad Carlos III de Madrid, Avenida de la Universidad 30, E-28911 Leganés, Spain
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Keller A, Nicoli M, Facsko S, Cuerno R. Dynamic effects induced by renormalization in anisotropic pattern forming systems. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2011; 84:015202. [PMID: 21867245 DOI: 10.1103/physreve.84.015202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/03/2011] [Indexed: 05/31/2023]
Abstract
The dynamics of patterns in large two-dimensional domains remains a challenge in nonequilibrium phenomena. Often it is addressed through mild extensions of one-dimensional equations. We show that full two-dimensional generalizations of the latter can lead to unexpected dynamic behavior. As an example we consider the anisotropic Kuramoto-Sivashinsky equation, which is a generic model of anisotropic pattern forming systems and has been derived in different instances of thin film dynamics. A rotation of a ripple pattern by 90° occurs in the system evolution when nonlinearities are strongly suppressed along one direction. This effect originates in nonlinear parameter renormalization at different rates in the two system dimensions, showing a dynamic interplay between scale invariance and wavelength selection. Potential experimental realizations of this phenomenon are identified.
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Affiliation(s)
- Adrian Keller
- Institute of Ion Beam Physics and Materials Research, Helmholtz-Zentrum Dresden-Rossendorf, Dresden, Germany
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20
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Zangwillt A, Luset CN, Vvedensky DD, Wilby MR. Epitaxial Growth and Recovery: an Analytic Approach. ACTA ACUST UNITED AC 2011. [DOI: 10.1557/proc-237-189] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
ABSTRACTMost detailed studies of morphological evolution during epitaxial growth and recovery make use of computer-based simulation techniques. In this paper, we discuss an alternative, analytic approach to this problem which takes explicit account of the atomistically random processes of deposition and surface diffusion. Beginning with a master equation representation of the dynamics of a solid-on-solid model of epitaxial growth, we derive a discrete, stochastic equation of motion for the surface profile. This Langevin equation is appropriate for growth studies. In particular, we are able to provide a microscopic justification for a non-linear continuum equation of motion proposed for this problem by others on the basis of heuristic arguments. During recovery, the deposition flux and its associated shot noise are absent. We analyze this process with a completely deterministic equation of motion obtained by performing a statistical average of the original stochastic equation. Results using the latter compare favorably with full Monte Carlo simulations of the original model for the case of the decay of sinusoidally modulated initial surfaces.
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Chattopadhyay AK. Anisotropic model of kinetic roughening: the strong-coupling regime. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2007; 76:050103. [PMID: 18233612 DOI: 10.1103/physreve.76.050103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/07/2007] [Indexed: 05/25/2023]
Abstract
We study the strong coupling (SC) limit of the anisotropic Kardar-Parisi-Zhang (KPZ) model. A systematic mapping of the continuum model to its lattice equivalent shows that in the SC limit, anisotropic perturbations destroy all spatial correlations but retain a temporal scaling which shows a remarkable crossover along one of the two spatial directions, the choice of direction depending on the relative strength of anisotropicity. The results agree with exact numerics and are expected to settle the long-standing SC problem of a KPZ model in the infinite range limit.
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Affiliation(s)
- Amit K Chattopadhyay
- Department of Theoretical Physics, Hahn-Meitner Institute, Glienicker Strasse 100, 14109 Berlin, Germany.
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22
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da Silveira RA, Kardar M. Nonlinear stochastic equations with calculable steady states. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2003; 68:046108. [PMID: 14683003 DOI: 10.1103/physreve.68.046108] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/11/2003] [Indexed: 11/06/2022]
Abstract
We consider generalizations of the Kardar-Parisi-Zhang equation that accommodate spatial anisotropies and the coupled evolution of several fields, and focus on their symmetries and nonperturbative properties. In particular, we derive generalized fluctuation-dissipation conditions on the form of the (nonlinear) equations for the realization of a Gaussian probability density of the fields in the steady state. For the amorphous growth of a single height field in one dimension we give a general class of equations with exactly calculable (Gaussian and more complicated) steady states. In two dimensions, we show that any anisotropic system evolves in long time and length scales either to the usual isotropic strong coupling regime or to a linearlike fixed point associated with a hidden symmetry. Similar results are derived for textural growth equations that couple the height field with additional order parameters which fluctuate on the growing surface. In this context, we propose phenomenological equations for the growth of a crystalline material, where the height field interacts with lattice distortions, and identify two special cases that obtain Gaussian steady states. In the first case compression modes influence growth and are advected by height fluctuations, while in the second case it is the density of dislocations that couples with the height.
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Affiliation(s)
- Rava A da Silveira
- Lyman Laboratory of Physics, Harvard University, Cambridge, Massachusetts 02138, USA
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23
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Pimpinelli A, Tonchev V, Videcoq A, Vladimirova M. Scaling and universality of self-organized patterns on unstable vicinal surfaces. PHYSICAL REVIEW LETTERS 2002; 88:206103. [PMID: 12005581 DOI: 10.1103/physrevlett.88.206103] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/24/2001] [Indexed: 05/23/2023]
Abstract
We propose a unified treatment of the step bunching instability during epitaxial growth. The scaling properties of the self-organized surface pattern are shown to depend on a single parameter, the leading power in the expansion of the biased diffusion current in powers of the local surface slope. We demonstrate the existence of universality classes for the self-organized patterning appearing in models and experiments.
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Affiliation(s)
- A Pimpinelli
- LASMEA, UMR 6602 CNRS/Université Blaise, Pascal-Clermont 2, F-63177 Aubière cedex, France
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da Silva TJ, Moreira JG. Kinetic roughening model with opposite Kardar-Parisi-Zhang nonlinearities. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2001; 63:041601. [PMID: 11308856 DOI: 10.1103/physreve.63.041601] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2000] [Indexed: 05/23/2023]
Abstract
We introduce a model that simulates a kinetic roughening process with two kinds of particle: one follows ballistic deposition (BD) kinetics and the other restricted solid-on-solid Kim-Kosterlitz (KK) kinetics. Both of these kinetics are in the universality class of the nonlinear Kardar-Parisi-Zhang equation, but the BD kinetics has a positive nonlinear constant while the KK kinetics has a negative one. In our model, called the BD-KK model, we assign the probabilities p and (1-p) to the KK and BD kinetics, respectively. For a specific value of p, the system behaves as a quasilinear model and the up-down symmetry is restored. We show that nonlinearities of odd order are relevant in this low nonlinear limit.
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Affiliation(s)
- T J da Silva
- Departamento de Física, Instituto de Ciências Exatas, Universidade Federal de Minas Gerais, Caixa Postal 702, 30161-970, Belo Horizonte, MG Brazil
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Park K, Kim HJ, Kim I. Growth of a driven interface in isotropic and anisotropic random media. PHYSICAL REVIEW. E, STATISTICAL PHYSICS, PLASMAS, FLUIDS, AND RELATED INTERDISCIPLINARY TOPICS 2000; 62:7679-7682. [PMID: 11138038 DOI: 10.1103/physreve.62.7679] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/12/2000] [Indexed: 05/23/2023]
Abstract
We introduce a simple stochastic model for a driven interface in a random medium, in which we can control the degree of the anisotropy of a random medium. When there is no anisotropy of a random medium, the motion of a growing interface in our model can be well described by the quenched Edwards-Wilkinson equation. When there is anisotropy of a random medium, however, the motion of a growing interface can be described by the quenched Kardar-Parisi-Zhang (KPZ) equation. In the two interfaces, apart from one growing in an isotropic medium and the other growing in an anisotropic medium, the growth rule of our model is the same. Our results support the fact that the anisotropy of a random medium is a source of the KPZ nonlinearity.
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Affiliation(s)
- K Park
- Department of Physics, Korea University, Seoul 136-701, Korea
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Jung Y, Park K, Kim HJ, Kim I. Renormalization group analysis of the anisotropic nonlocal kardar-parisi-zhang equation with spatially correlated noise. PHYSICAL REVIEW. E, STATISTICAL PHYSICS, PLASMAS, FLUIDS, AND RELATED INTERDISCIPLINARY TOPICS 2000; 62:1893-1896. [PMID: 11088652 DOI: 10.1103/physreve.62.1893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2000] [Indexed: 05/23/2023]
Abstract
We study an anisotropic nonlocal Kardar-Parisi-Zhang (KPZ) equation with spatially correlated noise by using the dynamic renormalization group method. When the signs of nonlinear terms in parallel and perpendicular directions are opposite, the correlated noise coupled with the long ranged nature of interaction produces a stable non-KPZ fixed point for d<d(c). For the uncorrelated noise, the roughness and dynamic exponents associated with the stable fixed point are different from those of the isotropic nonlocal KPZ equation, while for the correlated noise the exponents are the same as those of the isotropic case.
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Affiliation(s)
- Y Jung
- Department of Physics, Korea University, Seoul 136-701, Korea
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Goh KI, Jeong H, Kahng B, Kim D. Depinning of an anisotropic interface in random media: the tilt effect. PHYSICAL REVIEW. E, STATISTICAL PHYSICS, PLASMAS, FLUIDS, AND RELATED INTERDISCIPLINARY TOPICS 2000; 62:2955-8. [PMID: 11088781 DOI: 10.1103/physreve.62.2955] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/27/2000] [Indexed: 11/07/2022]
Abstract
We study the tilt dependence of the pinning-depinning transition for an interface described by the anisotropic quenched Kardar-Parisi-Zhang equation in 2+1 dimensions, where the two signs of the nonlinear terms are different from each other. When the substrate is tilted by m along the positive sign direction, the critical force F(c)(m) depends on m as F(c)(m)-F(c)(0) approximately -|m|(1.9(1)). The interface velocity v near the critical force follows the scaling form v approximately |f|(straight theta)Psi(+/-)(m(2)/|f|(straight theta+straight phi)) with straight theta=0.9(1) and straight phi=0.2(1), where f identical withF-F(c)(0) and F is the driving force.
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Affiliation(s)
- KI Goh
- Center for Theoretical Physics and Department of Physics, Seoul National University, Seoul 151-742, Korea
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Sato M, Uwaha M. Pattern formation in the instability of a vicinal surface by the drift of adatoms. PHYSICAL REVIEW. E, STATISTICAL PHYSICS, PLASMAS, FLUIDS, AND RELATED INTERDISCIPLINARY TOPICS 1999; 60:7120-5. [PMID: 11970651 DOI: 10.1103/physreve.60.7120] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/26/1999] [Revised: 06/21/1999] [Indexed: 04/18/2023]
Abstract
We study the behavior of steps in a vicinal face with drift of adsorbed atoms (adatoms) by an external field. When the drift is in the downhill direction and its velocity exceeds critical values, v(x)(c) and v(y)(c), the vicinal face is linearly unstable to long-wavelength fluctuations parallel and/or perpendicular to the steps. By taking the continuum limit of the step-flow model, we derive an anisotropic Kuramoto-Sivashinsky equation with propagative terms, which describes the motion of an unstable vicinal face. Its numerical solution shows ripples or a zigzag pattern expected from the linear analysis. Nonlinearity becomes important in the late stage and, depending on the condition, various patterns are formed: regular step bunches, a hill and valley structure tilted from the initial step direction, mounds, and a chaotic pattern.
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Affiliation(s)
- M Sato
- Department of Physics, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8602, Japan
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Jeong H, Kahng B, Kim D. Anisotropic Surface Growth Model in Disordered Media. PHYSICAL REVIEW LETTERS 1996; 77:5094-5097. [PMID: 10062713 DOI: 10.1103/physrevlett.77.5094] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
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30
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Rost M, Krug J. Anisotropic Kuramoto-Sivashinsky equation for surface growth and erosion. PHYSICAL REVIEW LETTERS 1995; 75:3894-3897. [PMID: 10059758 DOI: 10.1103/physrevlett.75.3894] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
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31
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Cuerno R, Barabási AL. Dynamic scaling of ion-sputtered surfaces. PHYSICAL REVIEW LETTERS 1995; 74:4746-4749. [PMID: 10058588 DOI: 10.1103/physrevlett.74.4746] [Citation(s) in RCA: 43] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
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32
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Statistical physics of growth processes. ACTA ACUST UNITED AC 1995. [DOI: 10.1007/978-1-4899-1421-7_1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
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Saito Y, Uwaha M. Fluctuation and instability of steps in a diffusion field. PHYSICAL REVIEW. B, CONDENSED MATTER 1994; 49:10677-10692. [PMID: 10009896 DOI: 10.1103/physrevb.49.10677] [Citation(s) in RCA: 45] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/12/2023]
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Pal S, Landau DP. Monte Carlo simulation and dynamic scaling of surfaces in MBE growth. PHYSICAL REVIEW. B, CONDENSED MATTER 1994; 49:10597-10606. [PMID: 10009886 DOI: 10.1103/physrevb.49.10597] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/12/2023]
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36
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Jeong H, Kahng B, Kim D. Dynamics of a Toom interface in three dimensions. PHYSICAL REVIEW LETTERS 1993; 71:747-749. [PMID: 10055356 DOI: 10.1103/physrevlett.71.747] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
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Ertas D, Kardar M. Dynamic relaxation of drifting polymers: A phenomenological approach. PHYSICAL REVIEW. E, STATISTICAL PHYSICS, PLASMAS, FLUIDS, AND RELATED INTERDISCIPLINARY TOPICS 1993; 48:1228-1245. [PMID: 9960708 DOI: 10.1103/physreve.48.1228] [Citation(s) in RCA: 28] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
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38
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Noh DY, Blum KI, Ramstad MJ, Birgeneau RJ. Faceting, roughness, and step disordering of vicinal Si(111) surfaces: An x-ray-scattering study. PHYSICAL REVIEW. B, CONDENSED MATTER 1993; 48:1612-1625. [PMID: 10008522 DOI: 10.1103/physrevb.48.1612] [Citation(s) in RCA: 23] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/12/2023]
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Grinstein G, Mukamel D, Seidin R, Bennett CH. Temporally periodic phases and kinetic roughening. PHYSICAL REVIEW LETTERS 1993; 70:3607-3610. [PMID: 10053917 DOI: 10.1103/physrevlett.70.3607] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
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Yang Y, Luo YS, Weaver JH. Scanning-tunneling-microscopy study of Ge/GaAs(110). II. Coalescence and layer-by-layer growth. PHYSICAL REVIEW. B, CONDENSED MATTER 1992; 46:15395-15403. [PMID: 10003658 DOI: 10.1103/physrevb.46.15395] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/12/2023]
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Fisher MP, Grinstein G. Nonlinear transport and 1/f alpha noise in insulators. PHYSICAL REVIEW LETTERS 1992; 69:2322-2325. [PMID: 10046455 DOI: 10.1103/physrevlett.69.2322] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
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Halpin-Healy T, Assdah A. On the kinetic roughening of vicinal surfaces. PHYSICAL REVIEW. A, ATOMIC, MOLECULAR, AND OPTICAL PHYSICS 1992; 46:3527-3530. [PMID: 9908521 DOI: 10.1103/physreva.46.3527] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
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Ertas D, Kardar M. Dynamic roughening of directed lines. PHYSICAL REVIEW LETTERS 1992; 69:929-932. [PMID: 10047071 DOI: 10.1103/physrevlett.69.929] [Citation(s) in RCA: 30] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
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45
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Barabási AL, Araujo M, Stanley HE. Three-dimensional Toom model: Connection to the anisotropic Kardar-Parisi-Zhang equation. PHYSICAL REVIEW LETTERS 1992; 68:3729-3732. [PMID: 10045782 DOI: 10.1103/physrevlett.68.3729] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
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46
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Yang Y, Luo YS, Weaver JH. Anisotropic kinetics in overlayer growth: A scanning-tunneling-microscopy study of Ge/GaAs(110). PHYSICAL REVIEW. B, CONDENSED MATTER 1992; 45:13803-13806. [PMID: 10001490 DOI: 10.1103/physrevb.45.13803] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/12/2023]
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47
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Miller MS, Weman H, Pryor CE, Krishnamurthy M, Petroff PM, Kroemer H, Merz JL. Serpentine superlattice quantum-wire arrays of (Al,Ga)As grown on vicinal GaAs substrates. PHYSICAL REVIEW LETTERS 1992; 68:3464-3467. [PMID: 10045710 DOI: 10.1103/physrevlett.68.3464] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
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49
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