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Critical exponents of correlated percolation of sites not visited by a random walk 随机漫步未访问地点的相关渗流临界指数
IF 2.4 3区 物理与天体物理
Physical review. E Pub Date : 2024-08-08 DOI: 10.1103/physreve.110.024116
Raz Halifa Levi, Yacov Kantor
{"title":"Critical exponents of correlated percolation of sites not visited by a random walk","authors":"Raz Halifa Levi, Yacov Kantor","doi":"10.1103/physreve.110.024116","DOIUrl":"https://doi.org/10.1103/physreve.110.024116","url":null,"abstract":"We consider a <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mi>d</mi></math>-dimensional correlated percolation problem of sites <i>not</i> visited by a random walk on a hypercubic lattice <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><msup><mi>L</mi><mi>d</mi></msup></math> for <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mrow><mi>d</mi><mo>=</mo><mn>3</mn></mrow></math>, 4, and 5. The length of the random walk is <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mrow><mi mathvariant=\"script\">N</mi><mo>=</mo><mi>u</mi><msup><mi>L</mi><mi>d</mi></msup></mrow></math>. Close to the critical value <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mrow><mi>u</mi><mo>=</mo><msub><mi>u</mi><mi>c</mi></msub></mrow></math>, many geometrical properties of the problem can be described as powers (critical exponents) of <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mrow><msub><mi>u</mi><mi>c</mi></msub><mo>−</mo><mi>u</mi></mrow></math>, such as <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mi>β</mi></math>, which controls the strength of the spanning cluster, and <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mi>γ</mi></math>, which characterizes the behavior of the mean finite cluster size <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mi>S</mi></math>. We show that at <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><msub><mi>u</mi><mi>c</mi></msub></math> the ratio between the mean mass of the largest cluster <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><msub><mi>M</mi><mn>1</mn></msub></math> and the mass of the second largest cluster <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><msub><mi>M</mi><mn>2</mn></msub></math> is independent of <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mi>L</mi></math> and can be used to find <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><msub><mi>u</mi><mi>c</mi></msub></math>. We calculate <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mi>β</mi></math> from the <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mi>L</mi></math> dependence of <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><msub><mi>M</mi><mn>1</mn></msub></math> and <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><msub><mi>M</mi><mn>2</mn></msub></math>, and <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mi>γ</mi></math> from the finite size scaling of <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mi>S</mi></math>. The resulting exponent <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mi>β</mi></math> remains close to 1 in all dimensions. The exponent <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mi>γ</mi></math> decreases from <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mrow><mo>≈</mo><mn>3.9</mn></mrow></math> in <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mrow><mi>d</mi><mo>=</mo><mn>3</mn></mrow></math> to <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mrow><mo>≈</mo><mn>1.9</mn></mrow></math> in <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mrow><mi>d</mi><mo>=</mo><mn>4</mn","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141938708","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
Exploring anisotropic pressure and spatial correlations in strongly confined hard-disk fluids: Exact results 探索强约束硬盘流体中的各向异性压力和空间相关性:精确结果
IF 2.4 3区 物理与天体物理
Physical review. E Pub Date : 2024-08-08 DOI: 10.1103/physreve.110.l022601
Ana M. Montero, Andrés Santos
{"title":"Exploring anisotropic pressure and spatial correlations in strongly confined hard-disk fluids: Exact results","authors":"Ana M. Montero, Andrés Santos","doi":"10.1103/physreve.110.l022601","DOIUrl":"https://doi.org/10.1103/physreve.110.l022601","url":null,"abstract":"This study examines the transverse and longitudinal properties of hard disks confined in narrow channels. Employing an exact mapping of the system onto a one-dimensional polydisperse, nonadditive mixture of hard rods with equal chemical potentials, we compute various thermodynamic properties, including the transverse and longitudinal equations of state, along with their behaviors at both low and high densities. Structural properties are analyzed using the two-body correlation function and the radial distribution function, tailored for the highly anisotropic geometry of this system. The results are corroborated by computer simulations.","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141969158","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
Statistical mechanics of stochastic quantum control: d-adic Rényi circuits 随机量子控制的统计力学:d-adic Rényi 电路
IF 2.4 3区 物理与天体物理
Physical review. E Pub Date : 2024-08-07 DOI: 10.1103/physreve.110.024113
Andrew A. Allocca, Conner LeMaire, Thomas Iadecola, Justin H. Wilson
{"title":"Statistical mechanics of stochastic quantum control: d-adic Rényi circuits","authors":"Andrew A. Allocca, Conner LeMaire, Thomas Iadecola, Justin H. Wilson","doi":"10.1103/physreve.110.024113","DOIUrl":"https://doi.org/10.1103/physreve.110.024113","url":null,"abstract":"The dynamics of quantum information in many-body systems with large onsite Hilbert space dimension admits an enlightening description in terms of effective statistical mechanics models. Motivated by this fact, we reveal a connection between three separate models: the classically chaotic <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mi>d</mi></math>-adic Rényi map with stochastic control, a quantum analog of this map for qudits, and a Potts model on a random graph. The classical model and its quantum analog share a transition between chaotic and controlled phases, driven by a randomly applied control map that attempts to order the system. In the quantum model, the control map necessitates measurements that concurrently drive a phase transition in the entanglement content of the late-time steady state. To explore the interplay of the control and entanglement transitions, we derive an effective Potts model from the quantum model and use it to probe information-theoretic quantities that witness both transitions. The entanglement transition is found to be in the bond-percolation universality class, consistent with other measurement-induced phase transitions, while the control transition is governed by a classical random walk. These two phase transitions can be made to coincide by varying a parameter in the model, producing a picture consistent with behavior observed in previous small-size numerical studies of the quantum model.","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141938793","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
Mirror symmetry breakdown in the Kardar-Parisi-Zhang universality class 卡达尔-帕里斯-张普遍性类别中的镜像对称性崩溃
IF 2.4 3区 物理与天体物理
Physical review. E Pub Date : 2024-08-07 DOI: 10.1103/physreve.110.024114
Johannes Schmidt, Andreas Schadschneider
{"title":"Mirror symmetry breakdown in the Kardar-Parisi-Zhang universality class","authors":"Johannes Schmidt, Andreas Schadschneider","doi":"10.1103/physreve.110.024114","DOIUrl":"https://doi.org/10.1103/physreve.110.024114","url":null,"abstract":"The current/height fluctuation statistics of Kardar-Parisi-Zhang (KPZ) universality in 1+1 dimensions are sensitive to the initial state. We find that the averages over the initial states exhibit universal and scale-invariant patterns when conditioning on fluctuations. To establish universality of our findings, we demonstrate scale invariance at different times and heights using large-scale Monte Carlo simulations of the totally asymmetric simple exclusion process, which belongs to the KPZ universality class. Here we focus on current (or height) fluctuations in the steady-state regime described by the Baik-Rains distribution. The conditioned probability distribution of an initial-state order parameter shows a transition from uni- to bimodal. Bimodality occurs for negative current/height fluctuations that are dominated by superdiffusive shock dynamics. It is caused by two possible point-symmetric shock profiles and the KPZ mirror symmetry breakdown. Similar surprising relations between initial states and fluctuations might exist in other universality classes as well.","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141938796","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
Modeling heat conduction with dual-dissipative variables: A mechanism-data fusion method 用双耗散变量模拟热传导:机制-数据融合方法
IF 2.4 3区 物理与天体物理
Physical review. E Pub Date : 2024-08-07 DOI: 10.1103/physreve.110.025303
Leheng Chen, Chuang Zhang, Jin Zhao
{"title":"Modeling heat conduction with dual-dissipative variables: A mechanism-data fusion method","authors":"Leheng Chen, Chuang Zhang, Jin Zhao","doi":"10.1103/physreve.110.025303","DOIUrl":"https://doi.org/10.1103/physreve.110.025303","url":null,"abstract":"Many macroscopic non-Fourier heat conduction models have been developed in the past decades based on Chapman-Enskog, Hermite, or other small perturbation expansion methods. These macroscopic models have achieved great success in capturing non-Fourier thermal behaviors in solid materials, but most of them are limited by small Knudsen numbers and incapable of capturing highly nonequilibrium or ballistic thermal transport. In this paper, we provide a different strategy for constructing macroscopic non-Fourier heat conduction modeling, that is, using data-driven deep-learning methods combined with nonequilibrium thermodynamics instead of small perturbation expansion. We present the mechanism-data fusion method, an approach that seamlessly integrates the rigorous framework of conservation-dissipation formalism (CDF) with the flexibility of machine learning to model non-Fourier heat conduction. Leveraging the conservation-dissipation principle with dual-dissipative variables, we derive an interpretable series of partial differential equations, fine tuned through a training strategy informed by data from the phonon Boltzmann transport equation. Moreover, we also present the inner-step operation to narrow the gap from the discrete form to the continuous system. Through numerical tests, our model demonstrates excellent predictive capabilities across various heat conduction regimes, including diffusive, hydrodynamic, and ballistic regimes, and displays its robustness and precision even with discontinuous initial conditions.","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141938795","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
Work distribution for unzipping processes 解压进程的工作分配
IF 2.4 3区 物理与天体物理
Physical review. E Pub Date : 2024-08-07 DOI: 10.1103/physreve.110.024115
Peter Werner, Alexander K. Hartmann, Satya N. Majumdar
{"title":"Work distribution for unzipping processes","authors":"Peter Werner, Alexander K. Hartmann, Satya N. Majumdar","doi":"10.1103/physreve.110.024115","DOIUrl":"https://doi.org/10.1103/physreve.110.024115","url":null,"abstract":"A simple zipper model is introduced, representing in a simplified way, e.g., the folded DNA double helix or hairpin structures in RNA. The double stranded hairpin is connected to a heat bath at temperature <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mi>T</mi></math> and subject to an external force <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mi>f</mi></math>, which couples to the free length <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mi>L</mi></math> of the unzipped sequence. The leftmost zipped position can be seen as the position of a random walker in a special external field. Increasing the force leads to a zipping-unzipping first-order phase transition at a critical force <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mrow><msub><mi>f</mi><mi>c</mi></msub><mrow><mo>(</mo><mi>T</mi><mo>)</mo></mrow></mrow></math> in the thermodynamic limit of a very large chain. We compute analytically, as a function of temperature <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mi>T</mi></math> and force <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mi>f</mi></math>, the full distribution <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mrow><mi>P</mi><mo>(</mo><mi>L</mi><mo>)</mo></mrow></math> of free lengths in the thermodynamic limit and show that it is qualitatively very different for <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mrow><mi>f</mi><mo>&lt;</mo><msub><mi>f</mi><mi>c</mi></msub></mrow><mo>,</mo><mo> </mo><mrow><mi>f</mi><mo>=</mo><msub><mi>f</mi><mi>c</mi></msub></mrow></math>, and <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mrow><mi>f</mi><mo>&gt;</mo><msub><mi>f</mi><mi>c</mi></msub></mrow></math>. Next we consider quasistatic work processes where the force is incremented according to a linear protocol. Having obtained <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mrow><mi>P</mi><mo>(</mo><mi>L</mi><mo>)</mo></mrow></math> already allows us to derive an analytical expression for the work distribution <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mrow><mi>P</mi><mo>(</mo><mi>W</mi><mo>)</mo></mrow></math> in the zipped phase <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><mrow><mi>f</mi><mo>&lt;</mo><msub><mi>f</mi><mi>c</mi></msub></mrow></math> for a long chain. We compute the large-deviation tails of the work distribution explicitly. This distribution can be interpreted as work distribution for an oscillatorylike model. Our analytical result for the work distribution is compared over a large range of the support down to probabilities as small as <math xmlns=\"http://www.w3.org/1998/Math/MathML\"><msup><mn>10</mn><mrow><mo>−</mo><mn>200</mn></mrow></msup></math> with numerical simulations performed by applying sophisticated large-deviation algorithms.","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141938794","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
Integrating local energetics into Maxwell-Calladine constraint counting to design mechanical metamaterials 将局部能量学纳入 Maxwell-Calladine 约束计算,设计机械超材料
IF 2.4 3区 物理与天体物理
Physical review. E Pub Date : 2024-08-06 DOI: 10.1103/physreve.110.025002
Jason W. Rocks, Pankaj Mehta
{"title":"Integrating local energetics into Maxwell-Calladine constraint counting to design mechanical metamaterials","authors":"Jason W. Rocks, Pankaj Mehta","doi":"10.1103/physreve.110.025002","DOIUrl":"https://doi.org/10.1103/physreve.110.025002","url":null,"abstract":"The Maxwell-Calladine index theorem plays a central role in our current understanding of the mechanical rigidity of discrete materials. By considering the geometric constraints each material component imposes on a set of underlying degrees of freedom, the theorem relates the emergence of rigidity to constraint counting arguments. However, the Maxwell-Calladine paradigm is significantly limited—its exclusive reliance on the geometric relationships between constraints and degrees of freedom completely neglects the actual energetic costs of deforming individual components. To address this limitation, we derive a generalization of the Maxwell-Calladine index theorem based on susceptibilities that naturally incorporate local energetic properties such as stiffness and prestress. Using this extended framework, we investigate how local energetics modify the classical constraint counting picture to capture the relationship between deformations and external forces. We then combine this formalism with group representation theory to design mechanical metamaterials where differences in symmetry between local energy costs and structural geometry are exploited to control responses to external forces.","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141938707","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
Electron-proton relaxation in hot-dense plasmas with a screened quantum statistical potential 具有屏蔽量子统计势的热密集等离子体中的电子-质子弛豫
IF 2.4 3区 物理与天体物理
Physical review. E Pub Date : 2024-08-06 DOI: 10.1103/physreve.110.025202
Zhengfeng Fan, Chengxin Yu, Cong-Zhang Gao, Xuefeng Xu, Cunbo Zhang, Binbing Wu, Jie Liu, Pei Wang, Shaoping Zhu
{"title":"Electron-proton relaxation in hot-dense plasmas with a screened quantum statistical potential","authors":"Zhengfeng Fan, Chengxin Yu, Cong-Zhang Gao, Xuefeng Xu, Cunbo Zhang, Binbing Wu, Jie Liu, Pei Wang, Shaoping Zhu","doi":"10.1103/physreve.110.025202","DOIUrl":"https://doi.org/10.1103/physreve.110.025202","url":null,"abstract":"Modeling the nonequilibrium process between ions and electrons is of great importance in laboratory fusion ignition, laser-plasma interaction, and astrophysics. For hot and dense plasmas, theoretical descriptions of Coulomb collisions remain complicated due to quantum effect at short distances and screening effect at long distances. In this paper, we propose an analytical screened quantum statistical potential that takes into account both the short-range quantum diffraction effect and the long-range screening effect. By implementing the newly developed potential into the binary scattering framework, the electron-proton temperature relaxation in hot-dense hydrogen plasmas is investigated. In both the classical and quantum limits, analytical expressions for the Coulomb logarithm have been obtained, which are generally embedded in an asymptotic matching formula. Quantitative comparisons with molecular dynamics simulations and recent OMEGA experiments demonstrate that the present modeling is well suited to describe the temperature relaxation process between electrons and ions in hot-dense plasmas.","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141938889","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
Dynamics of a susceptible-infected-recovered model on complex networks with interregional migration 具有区域间迁移的复杂网络上的易感-感染-康复模型的动态变化
IF 2.4 3区 物理与天体物理
Physical review. E Pub Date : 2024-08-06 DOI: 10.1103/physreve.110.024304
Ruiwu Niu, Yin-Chi Chan, Eric W. M. Wong, Michaël Antonie van Wyk, Simin Liu
{"title":"Dynamics of a susceptible-infected-recovered model on complex networks with interregional migration","authors":"Ruiwu Niu, Yin-Chi Chan, Eric W. M. Wong, Michaël Antonie van Wyk, Simin Liu","doi":"10.1103/physreve.110.024304","DOIUrl":"https://doi.org/10.1103/physreve.110.024304","url":null,"abstract":"We present a susceptible-infected-recovered model based on a dynamic flow network that describes the epidemic process on complex metapopulation networks. This model views population regions as interconnected nodes and describes the evolution of each region using a system of differential equations. The next-generation matrix method is used to derive the global basic reproduction number for three cases: a general network with homogeneous infection rates in all regions, a fully connected network, and a star network with heterogeneous infection and recovery rates. For the homogeneous case, we show that this global basic reproduction number is independent of the migration rates between regions. However, the rate of convergence of each region to an equilibrium state exhibits a much larger variance in random (Erdős-Rényi) networks compared to small-scale (Barabási-Albert) networks. For the general heterogeneous case, we report interesting results, namely that the global basic reproduction number decays exponentially with respect to the smallest nonzero Laplacian eigenvalue (algebraic connectivity). Furthermore, we demonstrate both analytically and numerically that as the network's algebraic connectivity increases, either by increasing the average node degree of each region or the global migration rate, the global basic reproduction number decreases and converges to the ratio of the average local infection rate to the average local recovery rate, meaning that the lower bound of the global basic reproduction rate does not equal the mean of local basic reproduction rates.","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141938799","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
Dynamic behavior and driving region of spray combustion instability in a backward-facing step combustor 后向阶梯燃烧器中喷雾燃烧不稳定性的动态行为和驱动区域
IF 2.4 3区 物理与天体物理
Physical review. E Pub Date : 2024-08-06 DOI: 10.1103/physreve.110.024204
Kenta Kato, Hiroyuki Hashiba, Jun Nagao, Hiroshi Gotoda, Yusuke Nabae, Ryoichi Kurose
{"title":"Dynamic behavior and driving region of spray combustion instability in a backward-facing step combustor","authors":"Kenta Kato, Hiroyuki Hashiba, Jun Nagao, Hiroshi Gotoda, Yusuke Nabae, Ryoichi Kurose","doi":"10.1103/physreve.110.024204","DOIUrl":"https://doi.org/10.1103/physreve.110.024204","url":null,"abstract":"We numerically study the dynamic behavior and driving region of spray combustion instability in a backward-facing step combustor using analytical methodologies based on dynamical systems theory, symbolic dynamics, complex networks, and machine learning. The global dynamic behavior of a heat release rate field represents low-dimensional chaotic oscillations with deterministically aperiodic intercycle dynamics. Spray combustion instability is driven in the formation and separation region of a large-scale organized vortex induced by the hydrodynamic shear layer instability at the edge of the backstep. This region corresponds fairly to that of the hub in an acoustic-energy-flux-based spatial network. The feature importance in a random forest is valid for clarifying the feedback coupling of spray combustion instability.","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141938798","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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