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A three-dimensional memristor-based hyperchaotic map for pseudorandom number generation and multi-image encryption. 用于伪随机数生成和多图像加密的三维记忆电阻超混沌映射。
IF 2.7 2区 数学
Chaos Pub Date : 2025-07-01 DOI: 10.1063/5.0270220
Suo Gao, Siqi Ding, Herbert Ho-Ching Iu, Uğur Erkan, Abdurrahim Toktas, Cemaleddin Simsek, Rui Wu, Xianying Xu, Yinghong Cao, Jun Mou
{"title":"A three-dimensional memristor-based hyperchaotic map for pseudorandom number generation and multi-image encryption.","authors":"Suo Gao, Siqi Ding, Herbert Ho-Ching Iu, Uğur Erkan, Abdurrahim Toktas, Cemaleddin Simsek, Rui Wu, Xianying Xu, Yinghong Cao, Jun Mou","doi":"10.1063/5.0270220","DOIUrl":"https://doi.org/10.1063/5.0270220","url":null,"abstract":"<p><p>The resistance state of a memristor can be influenced by external stimuli, and these variations can be converted into a pseudorandom sequence through appropriate circuitry and control mechanisms. By leveraging this property, a reliable and complex pseudorandom number generator suitable for encryption can be designed. To enhance the chaotic complexity of memristor-based discrete systems, this paper introduces a three-dimensional hyperchaotic map based on a memristor (3D-HMBM), which integrates a sine-function nonlinearity with a discrete memristor model. Analyzing its dynamical properties via Lyapunov exponents, the 3D-HMBM exhibits evolution from periodicity to chaos and hyperchaos. The complexity of its iterated sequences is verified through metrics such as Spectral Entropy and C0 complexity. Furthermore, the 3D-HMBM displays a unique phenomenon of infinite coexisting attractors. As initial values vary, the system generates attractors at different positions, suggesting that-in theory-an infinite number of attractors exist. Finally, the simulation results are validated via digital-circuit implementation. Building on this foundation, we propose a multi-image encryption algorithm based on the 3D-HMBM, offering a more secure solution for encrypting large volumes of data. Through statistical testing and cryptographic analysis, we confirm the significant potential of the keystream generated by the 3D-HMBM for cryptographic applications.</p>","PeriodicalId":9974,"journal":{"name":"Chaos","volume":"35 7","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144539160","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Liquid dynamics in a crowded environment: Bond percolation vs site percolation. 拥挤环境中的液体动力学:键渗透与点渗透。
IF 2.7 2区 数学
Chaos Pub Date : 2025-07-01 DOI: 10.1063/5.0242848
Piotr Polanowski, Andrzej Sikorski
{"title":"Liquid dynamics in a crowded environment: Bond percolation vs site percolation.","authors":"Piotr Polanowski, Andrzej Sikorski","doi":"10.1063/5.0242848","DOIUrl":"https://doi.org/10.1063/5.0242848","url":null,"abstract":"<p><p>The main problem studied is how the diffusion of liquid occurs in the presence of obstacles. In general, this question cannot be reduced to either bond or site percolation, because in real media, the diffusion problem is a complex combination of bond and site percolation. In this work, we make a comparison between site and bond percolation, where the motion of the elements is closely correlated, which is made possible by the unique properties of the dynamic lattice liquid algorithm (no other method allows this). It is clear that even at the two extremes, it is impossible to reduce the problem to just one type of percolation. It should be emphasized that the above comparison has been made within the framework of a single model, which seems very difficult to do with other methods. Extensive and systematic computer simulations have been carried out on a dense (completely filled system) athermal two-dimensional liquid model on a triangular lattice. The behavior of all investigated parameters clearly shows that, for the same obstacle concentration, the liquid molecules in the model with blocked sites are much more mobile, especially as the probability of blocking or the obstacle concentration increases. The research presented here shows that the dynamics of the system is closely related to the morphology of the system. What matters is not only the absolute number of obstacles but the detailed morphology of the local distribution of obstacles and bonds (channels) of the systems.</p>","PeriodicalId":9974,"journal":{"name":"Chaos","volume":"35 7","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144539165","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Rate-induced phenomena in dynamical systems with attracting limit cycles. 具有吸引极限环的动力系统中的速率诱导现象。
IF 2.7 2区 数学
Chaos Pub Date : 2025-07-01 DOI: 10.1063/5.0251098
George Chappelle, Martin Rasmussen
{"title":"Rate-induced phenomena in dynamical systems with attracting limit cycles.","authors":"George Chappelle, Martin Rasmussen","doi":"10.1063/5.0251098","DOIUrl":"https://doi.org/10.1063/5.0251098","url":null,"abstract":"<p><p>We study the behavior of dynamical systems under a time-dependent change of an external parameter. We are interested in phenomena induced by the parameter changing sufficiently quickly, and we refer to these as rate-induced phenomena. We investigate such rate-induced phenomena in continuous-time planar dynamical systems, where the underlying fixed-parameter autonomous dynamics have limit cycles attractors, extending the work of Alkhayuon and Ashwin [Chaos 28(3), 033608 (2018)]. We discover new phenomena of rate-induced phase sensitivity, where the rate at which the parameter changes can trigger finite-time unpredictability in the dynamics. We also find that this new phenomenon interacts in an interesting way with the established notion of rate-induced tipping.</p>","PeriodicalId":9974,"journal":{"name":"Chaos","volume":"35 7","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144583190","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Physics informed neural networks simulation of fingering instabilities arising during immiscible and miscible multiphase flow in oil recovery processes. 基于物理的神经网络模拟了采油过程中非混相和混相多相流的指进不稳定性。
IF 2.7 2区 数学
Chaos Pub Date : 2025-07-01 DOI: 10.1063/5.0273935
Pavan Patel, Saroj R Yadav
{"title":"Physics informed neural networks simulation of fingering instabilities arising during immiscible and miscible multiphase flow in oil recovery processes.","authors":"Pavan Patel, Saroj R Yadav","doi":"10.1063/5.0273935","DOIUrl":"https://doi.org/10.1063/5.0273935","url":null,"abstract":"<p><p>Numerical simulation and experimental techniques are the primary methods for solving fluid dynamics problems. However, while numerical simulation approaches are sensitive when meshing a complex structure, experimental methods have difficulty simulating the physical challenges. Therefore, building an affordable model to solve the fluid dynamics problem is very important. Deep learning (DL) approaches have great abilities to handle strong nonlinearity and high dimensionality that attract much attention for solving fluid dynamics problems. In this paper, we used a deep learning-based framework, physics-informed neural networks (PINNs). The main idea of PINN approaches is to encode the underlying physical law (i.e., the partial differential equation) into the neural network as prior information. In the oil recovery process involving the injection of fluids and multiphase flow in porous media, fingering instability is observed if a fluid with low viscosity displaces a high viscosity fluid. This paper provides a deep learning framework to simulate the instability (fingering) phenomenon during secondary and enhanced oil recovery methods. We have considered two models, namely, the first model on immiscible multiphase flow from the secondary oil recovery method, which is analyzed both with and without deliberating mass flow rate. In the second model, instability arising during the enhanced oil recovery method involving miscible displacement of multiphase is examined, focusing on oil recovery using carbonated water injection. We solve the governing nonlinear partial differential equation using PINNs. Furthermore, we have compared results from PINNs with the semi-analytical solution from the literature. The results show that PINNs are very effective in fluid flow problems and deserve further research.</p>","PeriodicalId":9974,"journal":{"name":"Chaos","volume":"35 7","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144599539","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Reset induced multimodality in unbounded potential. 无界电位中复位诱导的多模态。
IF 2.7 2区 数学
Chaos Pub Date : 2025-07-01 DOI: 10.1063/5.0274016
Karol Capała
{"title":"Reset induced multimodality in unbounded potential.","authors":"Karol Capała","doi":"10.1063/5.0274016","DOIUrl":"https://doi.org/10.1063/5.0274016","url":null,"abstract":"<p><p>Resetting, as a protocol that restarts the evolution of a system, can significantly influence stochastic dynamics. One notable effect is the emergence of stationary states in unbounded potentials, where such states would otherwise be absent without resetting. In this work, we explore unbounded potentials for which resetting not only induces stationary states but also leads to their multimodality, despite the repulsive nature of the potential. We present examples of potentials that, despite lacking local minima, can generate trimodal and pentamodal states, and we investigate how the modal structure of these states varies with noise intensity and resetting frequency.</p>","PeriodicalId":9974,"journal":{"name":"Chaos","volume":"35 7","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144539183","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Wavelet-based coarse graining for percolation criticality from a single system size. 基于小波的粗粒化从单一系统尺寸的渗透临界。
IF 2.7 2区 数学
Chaos Pub Date : 2025-07-01 DOI: 10.1063/5.0276783
Soo Min Oh, Brani Vidakovic
{"title":"Wavelet-based coarse graining for percolation criticality from a single system size.","authors":"Soo Min Oh, Brani Vidakovic","doi":"10.1063/5.0276783","DOIUrl":"https://doi.org/10.1063/5.0276783","url":null,"abstract":"<p><p>Scaling analysis is a fundamental tool for estimating critical points and exponents of phase transitions in complex systems, typically relying on numerical simulations at multiple system sizes or scales. However, real-world systems often exist at a single system size, making such analysis challenging. Here, we propose a wavelet-based method to extract scaling behavior from a single system size. Considering two-dimensional random and explosive site percolation, we perform wavelet-based coarse graining and compute high-frequency coefficients across multiple effective system sizes, each of which corresponds to the size of the transformed system at a coarser resolution. In these coarser systems, wavelet energy is defined as the squared coefficients that capture cluster boundaries. We finally demonstrate that average wavelet energies follow a scaling law, enabling accurate estimation of the critical points and exponents, which are consistent with those obtained from traditional susceptibility-based scaling analysis. This suggests that average wavelet energy serves as a susceptibility-like observable in percolation systems. Our findings highlight that wavelet-based analysis provides a new perspective on percolation criticality, allowing the identification of scaling properties from a single system size. Furthermore, this approach is potentially applicable to real-world systems such as brain activity patterns, bacterial colonies, or social networks, where collecting data at multiple sizes is impractical or costly.</p>","PeriodicalId":9974,"journal":{"name":"Chaos","volume":"35 7","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144583224","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A universal route from avalanches in mean-field models with random fields to stochastic Poisson branching events. 从带随机场的平均场模型中的雪崩到随机泊松分支事件的通用路径。
IF 2.7 2区 数学
Chaos Pub Date : 2025-07-01 DOI: 10.1063/5.0268639
Jordi Baró, Álvaro Corral
{"title":"A universal route from avalanches in mean-field models with random fields to stochastic Poisson branching events.","authors":"Jordi Baró, Álvaro Corral","doi":"10.1063/5.0268639","DOIUrl":"https://doi.org/10.1063/5.0268639","url":null,"abstract":"<p><p>Avalanches in mean-field models can be mapped to memoryless branching processes defining a universality class. We present a reduced expression mapping a broad family of critical and subcritical avalanches in mean-field models at the thermodynamic limit to rooted trees in a memoryless Poisson branching processes with random occurrence times. We derive the exact mapping for the athermal random field Ising model and the democratic fiber bundle model, where avalanche statistics progress toward criticality, and as an approximation for the self-organized criticality in slip mean-field theory. Avalanche dynamics and statistics in the three models differ only on the evolution of the field density, interaction strength, and the product of both terms determining the branching ratio.</p>","PeriodicalId":9974,"journal":{"name":"Chaos","volume":"35 7","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144539161","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A detailed analysis of deep-decoupling/deep-coupling oscillations in the Welander model. 详细分析了Welander模型中的深度解耦/深度耦合振荡。
IF 2.7 2区 数学
Chaos Pub Date : 2025-07-01 DOI: 10.1063/5.0262742
John Bailie, Henk A Dijkstra, Bernd Krauskopf
{"title":"A detailed analysis of deep-decoupling/deep-coupling oscillations in the Welander model.","authors":"John Bailie, Henk A Dijkstra, Bernd Krauskopf","doi":"10.1063/5.0262742","DOIUrl":"https://doi.org/10.1063/5.0262742","url":null,"abstract":"<p><p>We revisit the conceptual Welander model for the evolution of temperature and salinity in two vertically stacked boxes for surface and deep water, which interact through diffusion and/or convective adjustment. When the switching between them is assumed to be instantaneous, the model exhibits oscillations with phases of weak diffusive mixing (deep-decoupling) interspersed with strong convective mixing (deep-coupling). We present a comprehensive study of oscillations in the Welander model with a smooth, non-instantaneous switching function, where we distinguish four types in terms of their phases of diffusive vs convective mixing and show where they exist in parameter space. The characteristic Welander deep-(de)coupling oscillations still exist, but they require switching that is considerably faster than needed for sustaining oscillatory behavior. We also demonstrate how a gradual freshwater influx can lead to transitions between different types of oscillations.</p>","PeriodicalId":9974,"journal":{"name":"Chaos","volume":"35 7","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144636326","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evolution of cooperation under a time-varying peer pressure model in complex networks. 复杂网络中时变同伴压力模型下的合作演化。
IF 2.7 2区 数学
Chaos Pub Date : 2025-07-01 DOI: 10.1063/5.0273965
Lili Ma, Zhao Su, Peng Lin, Lin Chen, Kai Wang, Zhanli Zhang, Lin Li
{"title":"Evolution of cooperation under a time-varying peer pressure model in complex networks.","authors":"Lili Ma, Zhao Su, Peng Lin, Lin Chen, Kai Wang, Zhanli Zhang, Lin Li","doi":"10.1063/5.0273965","DOIUrl":"https://doi.org/10.1063/5.0273965","url":null,"abstract":"<p><p>In this paper, based on the traditional prisoner's dilemma model, we introduce time-varying peer pressure and verify the enhancing effect of this time-varying peer pressure model on cooperation in different types of networks. We decompose peer pressure into two aspects: pressure intensity, reflecting the degree of punishment an individual receives due to strategy inconsistency with neighbors, and pressure sensitivity, indicating the likelihood of an individual being influenced by peer pressure, which can be regarded as an individual characteristic. Considering individuals' continuous development over time, it is possible for individual characteristics to change over time. Thus, we treat pressure sensitivity as a time-varying function in this paper and construct it based on the widely used Sigmoid function, taking into account the differences in sensitivity among different individual types. We apply the time-varying peer pressure model to Watts-Strogatz (WS) and Barabási-Albert (BA) networks and evaluate its effect from two aspects: the increase in the proportion of cooperators compared to the traditional prisoner's dilemma model, and the range of b within which there are still cooperators that can survive in the system. Overall, we find that the introduction of the time-varying peer pressure can more significantly enhance the evolution of cooperation in WS networks. Specifically, under the time-varying peer pressure model, the range of b that the system can withstand can be expanded to b≤1.95 in WS networks, and the range expands to b≤2.7 in BA networks, while the network scale is 100.</p>","PeriodicalId":9974,"journal":{"name":"Chaos","volume":"35 7","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144641921","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dynamical equivalence between resonant translocation of a polymer chain and diversity-induced resonance. 聚合物链共振移位与多样性诱导共振的动力学等价性。
IF 2.7 2区 数学
Chaos Pub Date : 2025-07-01 DOI: 10.1063/5.0262633
Marco Patriarca, Stefano Scialla, Els Heinsalu, Marius E Yamakou, Julyan H E Cartwright
{"title":"Dynamical equivalence between resonant translocation of a polymer chain and diversity-induced resonance.","authors":"Marco Patriarca, Stefano Scialla, Els Heinsalu, Marius E Yamakou, Julyan H E Cartwright","doi":"10.1063/5.0262633","DOIUrl":"https://doi.org/10.1063/5.0262633","url":null,"abstract":"<p><p>Networks of heterogeneous oscillators are often seen to display collective synchronized oscillations, even when single elements of the network do not oscillate in isolation. It has been found that it is the diversity of the individual elements that drives the phenomenon, possibly leading to the appearance of a resonance in the response. Here, we study the way in which heterogeneity acts in producing an oscillatory regime in a network and show that the resonance response is based on the same physics underlying the resonant translocation regime observed in models of polymer diffusion on a substrate potential. Such a mechanical analog provides an alternative viewpoint that is useful to interpret and understand the nature of collective oscillations in heterogeneous networks.</p>","PeriodicalId":9974,"journal":{"name":"Chaos","volume":"35 7","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144583185","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"数学","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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