Experiments using a rotational rheometer have demonstrated that the apparent viscosity becomes negative under the electric-field-induced turbulent state of conductive nematic liquid crystals [Orihara et al., Phys. Rev. E 99, 012701 (2019)10.1103/PhysRevE.99.012701; F. Kobayashi et al., Phys. Rev. E 101, 022702 (2020)10.1103/PhysRevE.101.022702]. When the upper rotating plate of the rheometer is left free, spontaneous rotation-that is, spontaneous shear flow-has also been observed. In this study, we reproduce these phenomena through three-dimensional simulations based on continuum theory. The simulations reveal characteristic velocity, director, and stress fields in the negative-viscosity state. Furthermore, they clarify the interplay between topological defects (disclinations) and space charges which drive the turbulence.
使用旋转流变仪的实验表明,导电向列液晶在电场诱导的湍流状态下,表观粘度变为负值[Orihara et al., Phys.]。Rev. E.99, 012701 (2019)10.1103/ physrev .99.012701;F. Kobayashi et al.,物理学。Rev. E.101, 022702 (2020)10.1103/PhysRevE.101.022702]。当流变仪的上旋转板处于自由状态时,也观察到自发旋转,即自发剪切流。在本研究中,我们通过基于连续介质理论的三维模拟再现了这些现象。模拟结果揭示了负黏度状态下的速度、方向和应力场特征。此外,他们澄清了拓扑缺陷(disclinations)和驱动湍流的空间电荷之间的相互作用。
{"title":"Simulations of electric-field-induced turbulence and negative viscosity in conductive nematic liquid crystals.","authors":"Hiroshi Orihara, Tomoyuki Nagaya","doi":"10.1103/lf14-8dhh","DOIUrl":"https://doi.org/10.1103/lf14-8dhh","url":null,"abstract":"<p><p>Experiments using a rotational rheometer have demonstrated that the apparent viscosity becomes negative under the electric-field-induced turbulent state of conductive nematic liquid crystals [Orihara et al., Phys. Rev. E 99, 012701 (2019)10.1103/PhysRevE.99.012701; F. Kobayashi et al., Phys. Rev. E 101, 022702 (2020)10.1103/PhysRevE.101.022702]. When the upper rotating plate of the rheometer is left free, spontaneous rotation-that is, spontaneous shear flow-has also been observed. In this study, we reproduce these phenomena through three-dimensional simulations based on continuum theory. The simulations reveal characteristic velocity, director, and stress fields in the negative-viscosity state. Furthermore, they clarify the interplay between topological defects (disclinations) and space charges which drive the turbulence.</p>","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":"112 6-2","pages":"065406"},"PeriodicalIF":2.4,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146012106","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}
A variety of bacterial species are able to spontaneously assemble into an aerotactic band, a local accumulation at a fixed distance from the air-water interface. Although the phenomenon is long known, its modeling so far is limited to mesoscopic, one-dimensional or numerical descriptions. We investigate band properties at the microscopic scale using exact solutions to the Fokker-Planck equation. First, we show that the interplay between oxygen consumption and tumbling modulation is governed by a third-order nonlinear differential equation relating the oxygen concentration to the aerotactic response. For two model aerotactic behaviors, we present analytical solutions and discuss the resulting band structure. Second, we investigate how an aerotactic band of magnetotactic bacteria in a magnetic field induces a fluid flow, as observed in experiments [Marmol et al., Phys. Rev. Lett. (2025), doi: 10.1103/qrgn-m91t]. In the low-field limit, we determine the bacterial distribution and the active stress tensor. Using the Green function of the hydrodynamic problem, we obtain a prediction for the fluid flow that is both simple and consistent with observations. Altogether, our results provide a model system of aerotactic band and solid ground for analyzing aerotaxis-driven self-organization.
各种各样的细菌能够自发地聚集成一个趋气带,这是一种距离空气-水界面固定距离的局部积聚。虽然这种现象早已为人所知,但迄今为止,它的建模仅限于介观、一维或数值描述。我们使用精确解的福克-普朗克方程来研究微观尺度下的能带性质。首先,我们证明了氧气消耗和翻滚调制之间的相互作用是由氧气浓度与航空战术响应有关的三阶非线性微分方程控制的。对于两种模型的气动性能,我们给出了解析解,并讨论了得到的带结构。其次,我们研究了趋磁细菌的趋气带如何在磁场中诱导流体流动,正如在实验中观察到的那样[Marmol et al., Phys.]。启。(2025), doi: 10.1103/qrgn-m91t]。在低场极限下,我们确定了细菌分布和主动应力张量。利用水动力问题的格林函数,我们得到了一个既简单又与观测相符的流体流动预测。总之,我们的研究结果为分析气动驱动的自组织提供了一个模型系统和坚实的基础。
{"title":"Exact model of aerotactic band: From Fokker-Planck equation to band structure and fluid flow.","authors":"François Detcheverry","doi":"10.1103/n5xl-dnqy","DOIUrl":"https://doi.org/10.1103/n5xl-dnqy","url":null,"abstract":"<p><p>A variety of bacterial species are able to spontaneously assemble into an aerotactic band, a local accumulation at a fixed distance from the air-water interface. Although the phenomenon is long known, its modeling so far is limited to mesoscopic, one-dimensional or numerical descriptions. We investigate band properties at the microscopic scale using exact solutions to the Fokker-Planck equation. First, we show that the interplay between oxygen consumption and tumbling modulation is governed by a third-order nonlinear differential equation relating the oxygen concentration to the aerotactic response. For two model aerotactic behaviors, we present analytical solutions and discuss the resulting band structure. Second, we investigate how an aerotactic band of magnetotactic bacteria in a magnetic field induces a fluid flow, as observed in experiments [Marmol et al., Phys. Rev. Lett. (2025), doi: 10.1103/qrgn-m91t]. In the low-field limit, we determine the bacterial distribution and the active stress tensor. Using the Green function of the hydrodynamic problem, we obtain a prediction for the fluid flow that is both simple and consistent with observations. Altogether, our results provide a model system of aerotactic band and solid ground for analyzing aerotaxis-driven self-organization.</p>","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":"112 6-2","pages":"065409"},"PeriodicalIF":2.4,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146011828","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}
The generation of 200 MeV class protons by irradiating a 25 J laser pulse onto a water target using three-dimensional particle-in-cell simulation is shown. Two types of targets-foil and disk-are evaluated and compared. Disks, which are mass-limited targets, produce ions with higher energy than those produced by foils. This enhancement is attributed to laser focusing equivalent effects in mass-limited targets during the acceleration process. In addition, the disk diameter that generates the maximum energy protons is theoretically derived, which shows good agreement with the simulation result.
{"title":"Laser focusing equivalence behavior of mass-limited targets in laser particle acceleration.","authors":"Toshimasa Morita","doi":"10.1103/vchv-sxb4","DOIUrl":"https://doi.org/10.1103/vchv-sxb4","url":null,"abstract":"<p><p>The generation of 200 MeV class protons by irradiating a 25 J laser pulse onto a water target using three-dimensional particle-in-cell simulation is shown. Two types of targets-foil and disk-are evaluated and compared. Disks, which are mass-limited targets, produce ions with higher energy than those produced by foils. This enhancement is attributed to laser focusing equivalent effects in mass-limited targets during the acceleration process. In addition, the disk diameter that generates the maximum energy protons is theoretically derived, which shows good agreement with the simulation result.</p>","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":"112 6-2","pages":"065204"},"PeriodicalIF":2.4,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146011928","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}
Noether's theorem is traditionally applied to Lagrangian systems to identify conserved quantities. In this work, we apply Noether's theorem instead to a broad class of non-Lagrangian gradient flow partial differential equations (PDEs) arising in physics, showing how continuous symmetries constrain the evolution of such systems and, in certain special cases, still give rise to conserved quantities. We demonstrate symmetry-induced evolutionary constraints numerically on the thin-film equation with capillary and van der Waals forces, and also theoretically derive a conserved quantity for a singular fast-diffusion equation. These results not only provide a tool to analyze gradient flow PDEs; they also demonstrate the utility of Noether's theorem beyond Lagrangians.
{"title":"Beyond Lagrangians: Noether's theorem in gradient flow PDEs.","authors":"Nicholas C White","doi":"10.1103/5jbb-df5h","DOIUrl":"https://doi.org/10.1103/5jbb-df5h","url":null,"abstract":"<p><p>Noether's theorem is traditionally applied to Lagrangian systems to identify conserved quantities. In this work, we apply Noether's theorem instead to a broad class of non-Lagrangian gradient flow partial differential equations (PDEs) arising in physics, showing how continuous symmetries constrain the evolution of such systems and, in certain special cases, still give rise to conserved quantities. We demonstrate symmetry-induced evolutionary constraints numerically on the thin-film equation with capillary and van der Waals forces, and also theoretically derive a conserved quantity for a singular fast-diffusion equation. These results not only provide a tool to analyze gradient flow PDEs; they also demonstrate the utility of Noether's theorem beyond Lagrangians.</p>","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":"112 6-1","pages":"064214"},"PeriodicalIF":2.4,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146012024","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}
Anunay Prasanna, Guillaume T Bokman, Samuele Fiorini, Armand Sieber, Bratislav Lukić, Daniel Foster, Outi Supponen
Perfluorohexane is a biocompatible material that serves as a liquid core for acoustically responsive agents in biomedical applications. Despite its relatively widespread usage, there is a lack of experimental data determining its thermodynamic properties. This challenges numerical simulations to predict the acoustic response of agents developed using this material. In this study, we employ the well-established method of shock compression of materials at relatively high pressures (100-400 MPa) to estimate a kinematic equation of state for perfluorohexane. We use multi-objective optimization to obtain the Noble-Abel stiffened-gas equation of state, which is suitable for hydrodynamic numerical simulations. We then apply the extrapolated equation of state to simulate shock-wave propagation within a perfluorohexane droplet showing excellent agreement with equivalent experiments. This promotes the use of numerical simulations as a valuable tool for understanding the complex acoustic interactions involved in these biomedical agents, ultimately facilitating their translation for clinical purposes.
{"title":"Shock-compression-based equation of state for perfluorohexane.","authors":"Anunay Prasanna, Guillaume T Bokman, Samuele Fiorini, Armand Sieber, Bratislav Lukić, Daniel Foster, Outi Supponen","doi":"10.1103/999d-nk9z","DOIUrl":"https://doi.org/10.1103/999d-nk9z","url":null,"abstract":"<p><p>Perfluorohexane is a biocompatible material that serves as a liquid core for acoustically responsive agents in biomedical applications. Despite its relatively widespread usage, there is a lack of experimental data determining its thermodynamic properties. This challenges numerical simulations to predict the acoustic response of agents developed using this material. In this study, we employ the well-established method of shock compression of materials at relatively high pressures (100-400 MPa) to estimate a kinematic equation of state for perfluorohexane. We use multi-objective optimization to obtain the Noble-Abel stiffened-gas equation of state, which is suitable for hydrodynamic numerical simulations. We then apply the extrapolated equation of state to simulate shock-wave propagation within a perfluorohexane droplet showing excellent agreement with equivalent experiments. This promotes the use of numerical simulations as a valuable tool for understanding the complex acoustic interactions involved in these biomedical agents, ultimately facilitating their translation for clinical purposes.</p>","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":"112 6-2","pages":"065101"},"PeriodicalIF":2.4,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146012035","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}
Extensive optical measurements of canonical turbulent pipe flows have revealed the existence of structural boundary states (SBSs)-near-wall low-speed streaks strongly correlated with pairs of counter-rotating quasistreamwise vortices. In this study, we investigate the number fluctuations of these structures within the framework of statistical mechanics. Specifically, we introduce reduced degrees of freedom to model the low-speed streaks as a dilute lattice gas of hard-core particles. The Metropolis stochastic evolution provides, furthermore, a simple yet effective two-parameter model for describing SBS transitions. The lattice gas approach enables us to derive both the probability of SBS occurrence and the peculiar self-similar correlations that these structures exhibit along the streamwise direction. Our findings give additional support to the idea that the statistically stationary regimes of wall-bounded turbulent flows can be understood as Markov chains of coherent dynamical states in reduced-dimensional phase spaces.
{"title":"Structural boundary state transitions in turbulent pipe flow.","authors":"L Moriconi, G Saisse","doi":"10.1103/7wnz-76j6","DOIUrl":"https://doi.org/10.1103/7wnz-76j6","url":null,"abstract":"<p><p>Extensive optical measurements of canonical turbulent pipe flows have revealed the existence of structural boundary states (SBSs)-near-wall low-speed streaks strongly correlated with pairs of counter-rotating quasistreamwise vortices. In this study, we investigate the number fluctuations of these structures within the framework of statistical mechanics. Specifically, we introduce reduced degrees of freedom to model the low-speed streaks as a dilute lattice gas of hard-core particles. The Metropolis stochastic evolution provides, furthermore, a simple yet effective two-parameter model for describing SBS transitions. The lattice gas approach enables us to derive both the probability of SBS occurrence and the peculiar self-similar correlations that these structures exhibit along the streamwise direction. Our findings give additional support to the idea that the statistically stationary regimes of wall-bounded turbulent flows can be understood as Markov chains of coherent dynamical states in reduced-dimensional phase spaces.</p>","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":"112 6-2","pages":"065106"},"PeriodicalIF":2.4,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146012056","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}
A century after Ising introduced the Ising measure to study equilibrium systems, its relevance has expanded well beyond equilibrium contexts, notably appearing in nonequilibrium frameworks such as the Katz-Lebowitz-Spohn (KLS) model. In this work, we investigate a class of generalized asymmetric simple exclusion processes (ASEPs) for which the Ising measure serves as the stationary state. We show that the average stationary current in these models can display current reversal and other unconventional behaviors, offering insights into transport phenomena in nonequilibrium systems. Moreover, although long-range interaction rates often give rise to long-range interactions in the potential function, our model provides a counterexample: Even with long-range interactions in the dynamics, the resulting potential remains short ranged. Finally, our framework encompasses several well-known models as special cases, including ASEPs, the KLS model, the facilitated exclusion process, the cooperative exclusion process, and the assisted exchange model.
{"title":"Class of exclusion processes capable of exhibiting current reversal.","authors":"Ngo Phuoc Nguyen Ngoc, Lam Thi Nhung","doi":"10.1103/27sm-3vy5","DOIUrl":"https://doi.org/10.1103/27sm-3vy5","url":null,"abstract":"<p><p>A century after Ising introduced the Ising measure to study equilibrium systems, its relevance has expanded well beyond equilibrium contexts, notably appearing in nonequilibrium frameworks such as the Katz-Lebowitz-Spohn (KLS) model. In this work, we investigate a class of generalized asymmetric simple exclusion processes (ASEPs) for which the Ising measure serves as the stationary state. We show that the average stationary current in these models can display current reversal and other unconventional behaviors, offering insights into transport phenomena in nonequilibrium systems. Moreover, although long-range interaction rates often give rise to long-range interactions in the potential function, our model provides a counterexample: Even with long-range interactions in the dynamics, the resulting potential remains short ranged. Finally, our framework encompasses several well-known models as special cases, including ASEPs, the KLS model, the facilitated exclusion process, the cooperative exclusion process, and the assisted exchange model.</p>","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":"112 6-1","pages":"064108"},"PeriodicalIF":2.4,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146012070","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}
Jacques D Fries, Roxanne Berthin, Chengjie Luo, Marie Jardat, David Zwicker, Vincent Dahirel, Pierre Illien
Biomolecular condensates are essential for cellular organization and result from phase separation in systems far from thermodynamic equilibrium. Among various models, chemically active droplets play a significant role, and consist of proteins that switch between attractive and repulsive states via nonequilibrium chemical reactions. While field-based simulations have provided insights into their behavior, these coarse-grained approaches fail to capture molecular-scale effects, particularly in crowded cellular environments. Macromolecular crowding, a key feature of intracellular organization, strongly influences molecular transport within condensates, yet its quantitative impact remains underexplored. This study investigates the interplay between chemically active droplets and crowders by using particle-based models, that provide molecular insight, and a field-based model, that complements this picture. Surprisingly, crowding reduces droplet size while expanding the overall dense phase volume, challenging equilibrium-based expectations. This effect arises from the interplay between depletion interactions, diffusion hindrance, and nonequilibrium particle fluxes. Our findings provide a step towards a more comprehensive understanding of chemically active droplets in complex, realistic cellular environments.
{"title":"Chemically active droplets in crowded environments.","authors":"Jacques D Fries, Roxanne Berthin, Chengjie Luo, Marie Jardat, David Zwicker, Vincent Dahirel, Pierre Illien","doi":"10.1103/6f72-xk9b","DOIUrl":"https://doi.org/10.1103/6f72-xk9b","url":null,"abstract":"<p><p>Biomolecular condensates are essential for cellular organization and result from phase separation in systems far from thermodynamic equilibrium. Among various models, chemically active droplets play a significant role, and consist of proteins that switch between attractive and repulsive states via nonequilibrium chemical reactions. While field-based simulations have provided insights into their behavior, these coarse-grained approaches fail to capture molecular-scale effects, particularly in crowded cellular environments. Macromolecular crowding, a key feature of intracellular organization, strongly influences molecular transport within condensates, yet its quantitative impact remains underexplored. This study investigates the interplay between chemically active droplets and crowders by using particle-based models, that provide molecular insight, and a field-based model, that complements this picture. Surprisingly, crowding reduces droplet size while expanding the overall dense phase volume, challenging equilibrium-based expectations. This effect arises from the interplay between depletion interactions, diffusion hindrance, and nonequilibrium particle fluxes. Our findings provide a step towards a more comprehensive understanding of chemically active droplets in complex, realistic cellular environments.</p>","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":"112 6-1","pages":"064410"},"PeriodicalIF":2.4,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146012085","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}
Haotian Dai, Marco G Mazza, Yunyun Li, Fabio Marchesoni, Sergey Savel'ev
We explore competitive dynamics in multiagent active matter systems using reinforcement learning. In our study, two active Brownian particles (referred to as predators) were trained using either simultaneous or sequential protocols to capture ten passive Brownian particles (preys). The training results depend on the agent, and generally one agent tends to overperform the other. To assess the effectiveness of the two protocols, we examined two policies: (i) a natural policy, where updates to the reinforcement learning parameters of both predators were stopped at a fixed time, even if one agent performed suboptimally; and (ii) a hybrid policy, where we combined the reinforcement learning parameters recorded when each agent achieved its optimal performance. If limited to natural training, simultaneous training appears to be the better option. However, when hybrid training is also allowed, sequential training becomes the preferred choice.
{"title":"Training strategies for competing multiagent dynamical systems.","authors":"Haotian Dai, Marco G Mazza, Yunyun Li, Fabio Marchesoni, Sergey Savel'ev","doi":"10.1103/36rk-41pp","DOIUrl":"https://doi.org/10.1103/36rk-41pp","url":null,"abstract":"<p><p>We explore competitive dynamics in multiagent active matter systems using reinforcement learning. In our study, two active Brownian particles (referred to as predators) were trained using either simultaneous or sequential protocols to capture ten passive Brownian particles (preys). The training results depend on the agent, and generally one agent tends to overperform the other. To assess the effectiveness of the two protocols, we examined two policies: (i) a natural policy, where updates to the reinforcement learning parameters of both predators were stopped at a fixed time, even if one agent performed suboptimally; and (ii) a hybrid policy, where we combined the reinforcement learning parameters recorded when each agent achieved its optimal performance. If limited to natural training, simultaneous training appears to be the better option. However, when hybrid training is also allowed, sequential training becomes the preferred choice.</p>","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":"112 6-2","pages":"065310"},"PeriodicalIF":2.4,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146012093","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}
Tensor networks are employed to characterize the current fluctuations in one-dimensional diffusion-reaction systems. The representative system under study is a semiconducting material where holes and electrons constitute two types of charge carriers. These holes and electrons diffuse in the system with the reactions of pair-generation and -recombination occurring between them. The system is driven by imbalanced conditions imposed at two boundaries. The large deviation function encoding the full counting statistics of electric current is numerically calculated using the density matrix renormalization group. The fluctuation theorem is shown to hold for the current. Moreover, by comparing the cases where the reactions are turned on or off, it is revealed that the reactions have a damping effect on current fluctuations. This indicates an interesting inequality, suggesting that current fluctuations are upper bounded.
{"title":"Current fluctuations in one-dimensional diffusion-reaction systems via tensor networks.","authors":"Jiayin Gu","doi":"10.1103/7l5s-fzsb","DOIUrl":"https://doi.org/10.1103/7l5s-fzsb","url":null,"abstract":"<p><p>Tensor networks are employed to characterize the current fluctuations in one-dimensional diffusion-reaction systems. The representative system under study is a semiconducting material where holes and electrons constitute two types of charge carriers. These holes and electrons diffuse in the system with the reactions of pair-generation and -recombination occurring between them. The system is driven by imbalanced conditions imposed at two boundaries. The large deviation function encoding the full counting statistics of electric current is numerically calculated using the density matrix renormalization group. The fluctuation theorem is shown to hold for the current. Moreover, by comparing the cases where the reactions are turned on or off, it is revealed that the reactions have a damping effect on current fluctuations. This indicates an interesting inequality, suggesting that current fluctuations are upper bounded.</p>","PeriodicalId":20085,"journal":{"name":"Physical review. E","volume":"112 6-1","pages":"064124"},"PeriodicalIF":2.4,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146011569","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}