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Random telegraph processes with nonlocal memory 具有非局部记忆的随机电报过程
IF 2.4 3区 物理与天体物理
Physical review. E Pub Date : 2024-08-05 DOI: 10.1103/physreve.110.024303
S. S. Apostolov, O. V. Usatenko, V. A. Yampol'skii, S. S. Melnyk, P. Grigolini, A. Krokhin
{"title":"Random telegraph processes with nonlocal memory","authors":"S. S. Apostolov, O. V. Usatenko, V. A. Yampol'skii, S. S. Melnyk, P. Grigolini, A. Krokhin","doi":"10.1103/physreve.110.024303","DOIUrl":"https://doi.org/10.1103/physreve.110.024303","url":null,"abstract":"We study two-state (dichotomous, telegraph) random ergodic continuous-time processes with dynamics depending on their past. We take into account the history of the process in an explicit form by introducing integral nonlocal memory term into conditional probability function. We start from an expression for the conditional transition probability function describing additive multistep binary random chain and show that the telegraph processes can be considered as continuous-time interpolations of discrete-time dichotomous random sequences. An equation involving the memory function and the two-point correlation function of the telegraph process is analytically obtained. This integral equation defines the correlation properties of the processes with given memory functions. It also serves as a tool for solving the inverse problem, namely for generation of a telegraph process with a prescribed pair correlation function. We obtain analytically the correlation functions of the telegraph processes with two exactly solvable examples of memory functions and support these results by numerical simulations of the corresponding telegraph processes.","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141938897","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Transition from weak turbulence to collapse turbulence regimes in the Majda-McLaughlin-Tabak model Majda-McLaughlin-Tabak模型中从弱湍流到崩溃湍流状态的过渡
IF 2.4 3区 物理与天体物理
Physical review. E Pub Date : 2024-08-05 DOI: 10.1103/physreve.110.024202
Ashleigh Simonis, Yulin Pan
{"title":"Transition from weak turbulence to collapse turbulence regimes in the Majda-McLaughlin-Tabak model","authors":"Ashleigh Simonis, Yulin Pan","doi":"10.1103/physreve.110.024202","DOIUrl":"https://doi.org/10.1103/physreve.110.024202","url":null,"abstract":"It is well known that wave collapses can emerge from the focusing one-dimensional (1D) Majda-McLaughlin-Tabak (MMT) model as a result of modulational instability. However, how these wave collapses affect the spectral properties and statistics of the wave field has not been adequately studied. We undertake this task by simulating the forced-dissipated 1D MMT model over a range of forcing amplitudes. Our results show that when the forcing is weak, the spectrum agrees well with the prediction by wave turbulence theory with few collapses in the field. As the forcing strength increases, we see an increase in the occurrence of collapses, together with a transition from a power-law spectrum to an exponentially decaying spectrum. Through a spectral decomposition, we find that the exponential spectrum is dominated by the wave collapse component in the nonintegrable MMT model, which is in analogy to a soliton gas in integrable turbulence.","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141938895","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Involution symmetry quantification using recurrences 利用递推法量化旋转对称性
IF 2.4 3区 物理与天体物理
Physical review. E Pub Date : 2024-08-05 DOI: 10.1103/physreve.110.024203
Gabriel Marghoti, Thiago de Lima Prado, Sergio Roberto Lopes, Yoshito Hirata
{"title":"Involution symmetry quantification using recurrences","authors":"Gabriel Marghoti, Thiago de Lima Prado, Sergio Roberto Lopes, Yoshito Hirata","doi":"10.1103/physreve.110.024203","DOIUrl":"https://doi.org/10.1103/physreve.110.024203","url":null,"abstract":"Symmetries are ubiquitous in science, aiding theoretical comprehension by discerning patterns in mathematical models and natural phenomena. This work introduces a method for assessing the extent of symmetry within a time series. We explore both microscopic and macroscopic features extracted from a recurrence plot. By analyzing the statistics of small recurrence matrices, our approach delves into microscale dynamics, facilitating the identification of symmetric time series segments through diagonal macroscale structures on a recurrence plot. We validate our approach by successfully quantifying involution symmetries for three-dimensional dynamical models, specifically, order-2 rotational symmetry in the Lorenz '63 model, and inversion symmetry in the Chua circuit. Our quantifier also detects symmetry breaking in the modified Lorenz model for <i>El Niño</i> phenomenon. The method can be applied in a versatile manner, not only to three-dimensional trajectories but also to univariate time series. Symmetry quantification in time series is promising for enhancing dynamical system modeling and profiling.","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141938801","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Virtual walks and phase transitions in the two-dimensional Biswas-Chatterjee-Sen model with extreme switches 带极端开关的二维比斯沃斯-查特吉-森模型中的虚拟行走和相变
IF 2.4 3区 物理与天体物理
Physical review. E Pub Date : 2024-08-05 DOI: 10.1103/physreve.110.024105
Kathakali Biswas, Parongama Sen
{"title":"Virtual walks and phase transitions in the two-dimensional Biswas-Chatterjee-Sen model with extreme switches","authors":"Kathakali Biswas, Parongama Sen","doi":"10.1103/physreve.110.024105","DOIUrl":"https://doi.org/10.1103/physreve.110.024105","url":null,"abstract":"In kinetic exchange models of opinion formation, one considers pairwise interactions to update the states of the agents. We have studied a kinetic exchange model with three opinion states <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mrow><mn>0</mn><mo>,</mo><mo>±</mo><mn>1</mn></mrow></math>, by considering a walk in a one-dimensional virtual space which evolves according to the dynamical states of the agents. The model involves two noise parameters <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mi>p</mi></math> and <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mi>q</mi></math>; <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mi>p</mi></math> represents the fraction of negative interactions and <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mi>q</mi></math> corresponds to the probability of a stronger interaction with the other agent, which may result in extreme switches (change of state from <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mrow><mo>+</mo><mn>1</mn></mrow></math> to <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mrow><mo>−</mo><mn>1</mn></mrow></math> or vice versa). The nature of the walks can indicate where the phase transitions occur in the <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mrow><mi>p</mi><mtext>−</mtext><mi>q</mi></mrow></math> plane; these results are corroborated with those obtained using finite-size scaling method. The criticality is found to be Ising-like, even when extreme switches are allowed. A new critical exponent associated with the probability distribution of the displacements in the virtual space is also obtained independent of the values of the critical parameters. The nature of the walks is compared to similar virtual walks studied earlier.","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141938892","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Large deviations in statistics of the local time and occupation time for a run and tumble particle 运行和翻滚粒子的局部时间和占用时间统计的巨大偏差
IF 2.4 3区 物理与天体物理
Physical review. E Pub Date : 2024-08-05 DOI: 10.1103/physreve.110.024107
Soheli Mukherjee, Pierre Le Doussal, Naftali R. Smith
{"title":"Large deviations in statistics of the local time and occupation time for a run and tumble particle","authors":"Soheli Mukherjee, Pierre Le Doussal, Naftali R. Smith","doi":"10.1103/physreve.110.024107","DOIUrl":"https://doi.org/10.1103/physreve.110.024107","url":null,"abstract":"We investigate the statistics of the local time <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mrow><mi mathvariant=\"script\">T</mi><mo>=</mo><msubsup><mo>∫</mo><mn>0</mn><mi>T</mi></msubsup><mi>δ</mi><mrow><mo>(</mo></mrow><mi>x</mi><mrow><mo>(</mo><mi>t</mi><mo>)</mo></mrow><mrow><mo>)</mo></mrow><mi>d</mi><mi>t</mi></mrow></math> that a run and tumble particle (RTP) <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mrow><mi>x</mi><mo>(</mo><mi>t</mi><mo>)</mo></mrow></math> in one dimension spends at the origin, with or without an external drift. By relating the local time to the number of times the RTP crosses the origin, we find that the local time distribution <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mrow><mi>P</mi><mo>(</mo><mi mathvariant=\"script\">T</mi><mo>)</mo></mrow></math> satisfies the large deviation principle <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mrow><mi>P</mi><mrow><mo>(</mo><mi mathvariant=\"script\">T</mi><mo>)</mo></mrow><mo>∼</mo><msup><mi>e</mi><mrow><mo>−</mo><mi>T</mi><mspace width=\"0.16em\"></mspace><mi>I</mi><mo>(</mo><mi mathvariant=\"script\">T</mi><mo>/</mo><mi>T</mi><mo>)</mo></mrow></msup></mrow></math> in the large observation time limit <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mrow><mi>T</mi><mo>→</mo><mi>∞</mi></mrow></math>. Remarkably, we find that in the presence of drift the rate function <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mrow><mi>I</mi><mo>(</mo><mi>ρ</mi><mo>)</mo></mrow></math> is nonanalytic: we interpret its singularity as a dynamical phase transition of first order. We then extend these results by studying the statistics of the amount of time <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mi mathvariant=\"script\">R</mi></math> that the RTP spends inside a finite interval (i.e., the occupation time), with qualitatively similar results. In particular, this yields the long-time decay rate of the probability <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mrow><mi>P</mi><mo>(</mo><mi mathvariant=\"script\">R</mi><mo>=</mo><mi>T</mi><mo>)</mo></mrow></math> that the particle does not exit the interval up to time <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mi>T</mi></math>. We find that the conditional end-point distribution exhibits an interesting change of behavior from unimodal to bimodal as a function of the size of the interval. To study the occupation time statistics, we extend the Donsker-Varadhan large-deviation formalism to the case of RTPs, for general dynamical observables and possibly in the presence of an external potential.","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141938891","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quantifying order in breath figure patterns through Voronoi entropy 通过沃罗诺熵量化呼吸图模式中的秩序
IF 2.4 3区 物理与天体物理
Physical review. E Pub Date : 2024-08-02 DOI: 10.1103/physreve.110.024302
David Paulovics, Edward Bormashenko, Christophe Raufaste, Franck Celestini
{"title":"Quantifying order in breath figure patterns through Voronoi entropy","authors":"David Paulovics, Edward Bormashenko, Christophe Raufaste, Franck Celestini","doi":"10.1103/physreve.110.024302","DOIUrl":"https://doi.org/10.1103/physreve.110.024302","url":null,"abstract":"In this study, we simulate breath figures that are evolving two-dimensional assemblies of droplets on a substrate. We focus on the Voronoi/Shannon entropy of these figures, which quantifies the order related to the coordination number of droplets. We show that the Voronoi entropy of the complete breath figure pattern converges to a value that is the one of a randomly distributed point system. Conversely, the subset containing exclusively large droplets of the breath figure exhibits significantly lower entropy than that obtained for all droplets. Using molecular dynamics simulations, we show that coalescence events in breath figures induce the same Voronoi entropy as that caused by repulsive interactions in a bidimensional atomic system.","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141883158","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fractional heterogeneous telegraph processes: Interplay between heterogeneity, memory, and stochastic resetting 分数异质电报过程:异质性、记忆和随机重置之间的相互作用
IF 2.4 3区 物理与天体物理
Physical review. E Pub Date : 2024-08-02 DOI: 10.1103/physreve.110.024101
Trifce Sandev, Alexander Iomin
{"title":"Fractional heterogeneous telegraph processes: Interplay between heterogeneity, memory, and stochastic resetting","authors":"Trifce Sandev, Alexander Iomin","doi":"10.1103/physreve.110.024101","DOIUrl":"https://doi.org/10.1103/physreve.110.024101","url":null,"abstract":"Fractional heterogeneous telegraph processes are considered in the framework of telegrapher's equations accompanied by memory effects. The integral decomposition method is developed for the rigorous treating of the problem. Exact solutions for the probability density functions and the mean squared displacements are obtained. A relation between the fractional heterogeneous telegrapher's equation and the corresponding Langevin equation has been established in the framework of the developed subordination approach. The telegraph process in the presence of stochastic resetting has been studied, as well. An exact expression for both the nonequilibrium stationary distributions/states and the mean squared displacements are obtained.","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141883028","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Complete quasilinear model for the acceleration-driven lower hybrid drift instability and a computational assessment of its validity 加速度驱动下混合漂移不稳定性的完整准线性模型及其有效性的计算评估
IF 2.4 3区 物理与天体物理
Physical review. E Pub Date : 2024-08-02 DOI: 10.1103/physreve.110.025201
G. V. Vogman, J. H. Hammer
{"title":"Complete quasilinear model for the acceleration-driven lower hybrid drift instability and a computational assessment of its validity","authors":"G. V. Vogman, J. H. Hammer","doi":"10.1103/physreve.110.025201","DOIUrl":"https://doi.org/10.1103/physreve.110.025201","url":null,"abstract":"A complete quasilinear model is derived for the electrostatic acceleration-driven lower hybrid drift instability in a uniform two-species low-beta plasma in which current is perpendicular to the background magnetic field. The model consists of coupled nonlinear velocity space diffusion equations for the volume-averaged ion and electron distribution functions. Each species' diffusion coefficient depends on a time-evolving spectral density of the electric-field energy per unit volume and a time-evolving dispersion relation. The dispersion relation is expressed analytically in integral form without the use of asymptotic limits and applies to arbitrary distribution functions, so long as they can be expressed as a function of one velocity coordinate, e.g., <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mrow><mi>f</mi><mo>(</mo><msub><mi>v</mi><mi>y</mi></msub><mo>)</mo></mrow></math> or <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mrow><mi>f</mi><mo>(</mo><msub><mi>v</mi><mo>⊥</mo></msub><mo>)</mo></mrow></math>. The quasilinear model conserves energy and is complete in that it fully describes the evolution of the distribution functions, including resonant and nonresonant particle-wave interactions, while accounting for distribution-function-dependent mixed-complex frequencies. The quasilinear diffusion model is solved numerically and self-consistently using a Crank-Nicolson temporal discretization and a second-order finite-volume velocity-space discretization. Numerical solutions are compared to nonlinear fourth-order accurate continuum kinetic Vlasov-Poisson simulations. Evolution of electric-field energy, growth rates, distribution functions, and diffusion coefficients are shown to be in agreement with Vlasov simulations. The quasilinear model is shown to predict anomalous transport terms, like resistivity and heating, to within a factor of order unity. Discrepancies between the quasilinear model and Vlasov simulations are assessed and attributed primarily to lack of damping in the quasilinear description and to the use of unperturbed-orbit susceptibilities in the linear theory dispersion relation. The results illuminate the predictive accuracy of the quasilinear model, place approximate bounds on its validity, and provide much needed vetting of quasilinear theory's ability to predict the nonlinear state of a microturbulent plasma.","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141883032","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exact equilibrium properties of square-well and square-shoulder disks in single-file confinement 单扇形约束下方形阱和方形肩盘的精确平衡特性
IF 2.4 3区 物理与天体物理
Physical review. E Pub Date : 2024-08-02 DOI: 10.1103/physreve.110.024601
Ana M. Montero, Andrés Santos
{"title":"Exact equilibrium properties of square-well and square-shoulder disks in single-file confinement","authors":"Ana M. Montero, Andrés Santos","doi":"10.1103/physreve.110.024601","DOIUrl":"https://doi.org/10.1103/physreve.110.024601","url":null,"abstract":"This study investigates the (longitudinal) thermodynamic and structural characteristics of single-file confined square-well and square-shoulder disks by employing a mapping technique that transforms the original system into a one-dimensional polydisperse mixture of nonadditive rods. Leveraging standard statistical-mechanical techniques, exact results are derived for key properties, including the equation of state, internal energy, radial distribution function, and structure factor. The asymptotic behavior of the radial distribution function is explored, revealing structural changes in the spatial correlations. Additionally, exact analytical expressions for the second virial coefficient are presented. The theoretical results for the thermodynamic and structural properties are validated by our Monte Carlo simulations.","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141883031","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Entangled biphoton generation in the myelin sheath 髓鞘中纠缠双光子的产生
IF 2.4 3区 物理与天体物理
Physical review. E Pub Date : 2024-08-02 DOI: 10.1103/physreve.110.024402
Zefei Liu, Yong-Cong Chen, Ping Ao
{"title":"Entangled biphoton generation in the myelin sheath","authors":"Zefei Liu, Yong-Cong Chen, Ping Ao","doi":"10.1103/physreve.110.024402","DOIUrl":"https://doi.org/10.1103/physreve.110.024402","url":null,"abstract":"Consciousness within the brain hinges on the synchronized activities of millions of neurons, but the mechanism responsible for orchestrating such synchronization remains elusive. In this study we employ cavity quantum electrodynamics to explore entangled biphoton generation through cascade emission in the vibration spectrum of C-H bonds within the lipid molecules' tails. The results indicate that the cylindrical cavity formed by a myelin sheath can facilitate spontaneous photon emission from the vibrational modes and generate a significant number of entangled photon pairs. The abundance of C-H bond vibration units in neurons can therefore serve as a source of quantum entanglement resources for the nervous system. These findings may offer insight into the brain's ability to leverage these resources for quantum information transfer, thereby elucidating a potential source for the synchronized activity of neurons.","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141883157","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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