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McComas DJ, Livadiotis G, Sarlis NV. Correlations and Kappa Distributions: Numerical Experiment and Physical Understanding. ENTROPY (BASEL, SWITZERLAND) 2025; 27:375. [PMID: 40282610 PMCID: PMC12025533 DOI: 10.3390/e27040375] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2025] [Revised: 03/19/2025] [Accepted: 03/28/2025] [Indexed: 04/29/2025]
Abstract
Kappa distributions, their statistical framework, and their thermodynamic origin describe systems with correlations among their particle energies, residing in stationary states out of classical thermal equilibrium/space plasmas, from solar wind to the outer heliosphere, are such systems. We show how correlations from long-range interactions compete with collisions to define the specific shape of particle velocity distributions, using a simple numerical experiment with collisions and a variable amount of correlation among the particles. When the correlations are turned off, collisions drive any initial distribution to evolve toward equilibrium and a Maxwell-Boltzmann (MB) distribution. However, when some correlation is introduced, the distribution evolves toward a different stationary state defined by a kappa distribution with some finite value of the thermodynamic kappa κ (where κ→∞ corresponds to a MB distribution). Furthermore, the stronger the correlations, the lower the κ value. This simple numerical experiment illuminates the role of correlations in forming stationary state particle distributions, which are described by kappa distributions, as well as the physical interpretation of correlations from long-range interactions and how they are related to the thermodynamic kappa.
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Affiliation(s)
- David J. McComas
- Department of Astrophysical Sciences, Princeton University, Princeton, NJ 08544, USA; (D.J.M.); (N.V.S.)
| | - George Livadiotis
- Department of Astrophysical Sciences, Princeton University, Princeton, NJ 08544, USA; (D.J.M.); (N.V.S.)
| | - Nicholas V. Sarlis
- Department of Astrophysical Sciences, Princeton University, Princeton, NJ 08544, USA; (D.J.M.); (N.V.S.)
- Physics Department, National and Kapodistrian University of Athens, Panepistimiopolis, 15784 Athens, Greece
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Milovanov AV, Rasmussen JJ. Turbulence spreading by resonant wave-wave interactions: A fractional kinetics approach. Phys Rev E 2024; 109:045105. [PMID: 38755833 DOI: 10.1103/physreve.109.045105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2023] [Accepted: 03/06/2024] [Indexed: 05/18/2024]
Abstract
This paper is concerned with the processes of spatial propagation and penetration of turbulence from the regions where it is locally excited into initially laminar regions. The phenomenon has come to be known as "turbulence spreading" and witnessed a renewed attention in the literature recently. Here, we propose a comprehensive theory of turbulence spreading based on fractional kinetics. We argue that the use of fractional-derivative equations permits a general approach focusing on fundamentals of the spreading process regardless of a specific turbulence model and/or specific instability type. The starting point is the Hamiltonian of resonant wave-wave interactions, from which a family of scaling laws for the asymptotic spreading is derived. Both three- and four-wave interactions are considered. The results span from a subdiffusive spreading in the parameter range of weak chaos to avalanche propagation in regimes with population inversion. Attention is paid to how nonergodicity introduces weak mixing, memory and intermittency into spreading dynamics, and how the properties of non-Markovianity and nonlocality emerge from the presence of islands of regular dynamics in phase space. Also we resolve an existing question concerning turbulence spillover into gap regions, where the instability growth is locally suppressed, and show that the spillover occurs through exponential (Anderson-like) localization in case of four-wave interactions and through an algebraic (weak) localization in case of triad interactions. In the latter case an inverse-cubic behavior of the spillover function is found. Wherever relevant, we contrast our findings against the available observational and numerical evidence, and we also commit ourselves to establish connections with the models of turbulence spreading proposed previously.
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Affiliation(s)
- Alexander V Milovanov
- ENEA National Laboratory, Centro Ricerche Frascati, I-00044 Frascati, Rome, Italy
- Max-Planck-Institut für Physik komplexer Systeme, D-01187 Dresden, Germany
| | - Jens Juul Rasmussen
- Physics Department, Technical University of Denmark, DK-2800 Kgs. Lyngby, Denmark
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Milovanov AV, Iomin A. Dynamical chaos in nonlinear Schrödinger models with subquadratic power nonlinearity. Phys Rev E 2023; 107:034203. [PMID: 37073010 DOI: 10.1103/physreve.107.034203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Accepted: 02/21/2023] [Indexed: 04/20/2023]
Abstract
We devise an analytical method to deal with a class of nonlinear Schrödinger lattices with random potential and subquadratic power nonlinearity. An iteration algorithm is proposed based on the multinomial theorem, using Diophantine equations and a mapping procedure onto a Cayley graph. Based on this algorithm, we are able to obtain several hard results pertaining to asymptotic spreading of the nonlinear field beyond a perturbation theory approach. In particular, we show that the spreading process is subdiffusive and has complex microscopic organization involving both long-time trapping phenomena on finite clusters and long-distance jumps along the lattice consistent with Lévy flights. The origin of the flights is associated with the occurrence of degenerate states in the system; the latter are found to be a characteristic of the subquadratic model. The limit of quadratic power nonlinearity is also discussed and shown to result in a delocalization border, above which the field can spread to long distances on a stochastic process and below which it is Anderson localized similarly to a linear field.
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Affiliation(s)
- Alexander V Milovanov
- ENEA National Laboratory, Centro Ricerche Frascati, 00044 Frascati, Rome, Italy
- Max Planck Institute for the Physics of Complex Systems, 01187 Dresden, Germany
| | - Alexander Iomin
- Max Planck Institute for the Physics of Complex Systems, 01187 Dresden, Germany
- Department of Physics, Technion-Israel Institute of Technology, 32000 Haifa, Israel
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Kishimoto Y, Imadera K, Ishizawa A, Wang W, Li JQ. Characteristics of constrained turbulent transport in flux-driven toroidal plasmas. PHILOSOPHICAL TRANSACTIONS. SERIES A, MATHEMATICAL, PHYSICAL, AND ENGINEERING SCIENCES 2023; 381:20210231. [PMID: 36587826 PMCID: PMC9805820 DOI: 10.1098/rsta.2021.0231] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/24/2022] [Accepted: 12/01/2022] [Indexed: 06/17/2023]
Abstract
We study the dynamics of turbulence transport subject to a constraint on the profile formation and relaxation, dominated by the ion temperature gradient modes, within the framework of adiabatic electron response using a flux-driven global gyro-kinetic toroidal code, GKNET. We observe exponentially constrained profiles, with two different scale lengths, that are spatially constant in each region in higher input power regimes. The profiles are smoothly connected in the knee region located at [Formula: see text] of the minor radius, outside which the gradient is steepened and shows a weak confinement improvement. Based on the probability density function analysis of heat flux eddies, the power law demonstrates a dependence on the eddy size S, as [Formula: see text], which distinguishes events into diffusive and non-diffusive parts including the validation of quasi-linear hypotheses. Radially localized avalanches and global bursts, which exhibit different spatial scales, play central roles in giving rise to constrained profiles on an equal footing. It is also found that the [Formula: see text] shear layers are initiated by the global bursts, which evolve downward on a slow time scale across the knee region and play a role in adjusting the profile by increasing the gradient. This article is part of a discussion meeting issue 'H-mode transition and pedestal studies in fusion plasmas'.
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Affiliation(s)
- Y. Kishimoto
- Gradulate School of Energy Science, Kyoto University, Uji, Kyoto 611-0011, Japan
- Non-linear and non-equilibrium Plasma Science Research UNIT, Center for the promotion of Interdisciplinary Education and Research, Kyoto University, Uji, Kyoto 611-0011, Japan
- Southwestern Institute of Physics, Chengdu 610041,People's Republic of China
| | - K. Imadera
- Gradulate School of Energy Science, Kyoto University, Uji, Kyoto 611-0011, Japan
- Non-linear and non-equilibrium Plasma Science Research UNIT, Center for the promotion of Interdisciplinary Education and Research, Kyoto University, Uji, Kyoto 611-0011, Japan
| | - A. Ishizawa
- Gradulate School of Energy Science, Kyoto University, Uji, Kyoto 611-0011, Japan
- Non-linear and non-equilibrium Plasma Science Research UNIT, Center for the promotion of Interdisciplinary Education and Research, Kyoto University, Uji, Kyoto 611-0011, Japan
| | - W. Wang
- Southwestern Institute of Physics, Chengdu 610041,People's Republic of China
| | - J. Q. Li
- Southwestern Institute of Physics, Chengdu 610041,People's Republic of China
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Liu X, Wang QH, Gong J. On the Quantization of AB Phase in Nonlinear Systems. ENTROPY (BASEL, SWITZERLAND) 2022; 24:1835. [PMID: 36554240 PMCID: PMC9778323 DOI: 10.3390/e24121835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 12/10/2022] [Accepted: 12/12/2022] [Indexed: 06/17/2023]
Abstract
Self-intersecting energy band structures in momentum space can be induced by nonlinearity at the mean-field level, with the so-called nonlinear Dirac cones as one intriguing consequence. Using the Qi-Wu-Zhang model plus power law nonlinearity, we systematically study in this paper the Aharonov-Bohm (AB) phase associated with an adiabatic process in the momentum space, with two adiabatic paths circling around one nonlinear Dirac cone. Interestingly, for and only for Kerr nonlinearity, the AB phase experiences a jump of π at the critical nonlinearity at which the Dirac cone appears and disappears (thus yielding π-quantization of the AB phase so long as the nonlinear Dirac cone exists), whereas for all other powers of nonlinearity, the AB phase always changes continuously with the nonlinear strength. Our results may be useful for experimental measurement of power-law nonlinearity and shall motivate further fundamental interest in aspects of geometric phase and adiabatic following in nonlinear systems.
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Affiliation(s)
- Xi Liu
- NUS Graduate School—Integrative Sciences and Engineering Programme (ISEP), National University of Singapore, Singapore 119077, Singapore
| | - Qing-Hai Wang
- Department of Physics, National University of Singapore, Singapore 117551, Singapore
| | - Jiangbin Gong
- Department of Physics, National University of Singapore, Singapore 117551, Singapore
- Center for Quantum Technologies, National University of Singapore, Singapore 117543, Singapore
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Ding CC, Zhou Q, Triki H, Hu ZH. Interaction dynamics of optical dark bound solitons for a defocusing Lakshmanan-Porsezian-Daniel equation. OPTICS EXPRESS 2022; 30:40712-40727. [PMID: 36299001 DOI: 10.1364/oe.473024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Accepted: 10/11/2022] [Indexed: 06/16/2023]
Abstract
We investigate the propagation and interaction dynamics of the optical dark bound solitons for the defocusing Lakshmanan-Porsezian-Daniel equation, which is a physically relevant generalization of the nonlinear Schrödinger equation involving the higher-order effects. Explicit N-dark soliton solutions in the compact determinant form are constructed via the binary Darboux transformation method. Bound states of the dark solitons are discussed when the incoherent solitons have the same velocity. We find an interesting phenomenon that dark soliton molecules and double-valley dark solitons (DVDSs) can be obtained by controlling the interval of the bound state dark solitons, and abundant interaction modalities between them can be formed. Moreover, dark soliton molecules always undergo elastic interactions with other solitons, while interactions for the DVDSs are usually inelastic, and special parameter conditions for elastic interaction of DVDSs through asymptotic analysis are obtained. Numerical simulations are employed to verify the stability of the bound state dark solitons. Analytical results obtained in this paper are expected to be useful for the experimental realization of bound-state dark solitons in optical fibers with higher-order effects and a further understanding of their optical transmission properties..
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