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Viscoelastic surfactant flowback model with rod-like micelle leading to differential variational-hemivariational inequality 具有棒状胶束的粘弹性表面活性剂反排模型导致微分变分-半变分不等式
IF 3.8 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2026-01-22 DOI: 10.1016/j.cnsns.2026.109767
Yaojia Zhang , Tao Chen , Stanislaw Migórski
This paper investigates a system of two nonlinear elliptic equations coupled with a variational-hemivariational inequality (VHVI) under constraints. The system provides a critical mathematical model for the flowback problem of viscoelastic surfactant fluids in shale gas extraction. The model features strong couplings among the chloride ion concentration, rod-like micelle density, and flowback velocity, governed by nonsmooth multivalued frictional boundary laws and nonlinear diffusion mechanisms. Under minimal regularity assumptions on the data, we prove the existence of at least one weak solution to the system. The proof combines techniques from nonsmooth analysis, the theory of pseudomonotone operators, elliptic hemivariational inequalities, monotonicity and compactness methods, and exploits the Kakutani–Ky Fan fixed point theorem for set-valued maps.
研究了在约束条件下两个非线性椭圆方程与一个变分-半变分不等式耦合的方程组。该系统为页岩气开采中粘弹性表面活性剂返排问题提供了一个重要的数学模型。该模型具有氯离子浓度、棒状胶束密度和返排速度之间的强耦合,受非光滑多值摩擦边界律和非线性扩散机制控制。在数据的最小正则性假设下,我们证明了该系统存在至少一个弱解。该证明结合了非光滑分析、伪单调算子理论、椭圆半变不等式、单调性和紧性方法等技术,并利用集值映射的Kakutani-Ky Fan不动点定理。
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引用次数: 0
Extreme learning machines with decaying penalties for nonlinear partial differential equations 非线性偏微分方程的具有衰减惩罚的极限学习机
IF 3.8 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2026-01-22 DOI: 10.1016/j.cnsns.2026.109775
Yudong Zhou, Qinghui Zhang
Deep neural network (DNN) methods generally achieve about 1E-4 accuracy (for L2 relative errors) when solving partial differential equations (PDEs). Extreme learning machines (ELMs), a sort of shallow neural networks, can realize spectral accuracy for certain PDEs. Studies on ELM are mostly focused on the linear PDEs, where training process can be equivalent to linear least square problems and Pseudo inverse operations. The training of ELM with Gauss-Newton method for the nonlinear PDEs poses big challenges, including sensitivity to initial guess, a great number of iterations, and robustness. These issues are largely caused by ill-posed nature of the problem in a sense that the condition number of discrete matrix is extremely large. We propose a novel Gauss-Newton method of ELM for the nonlinear PDEs, which is composed of three major strategies. (a) The conventional loss function based on ELM is penalized to establish a penalized nonlinear least square problem (PNLS). (b) The PNLS problem is approximated using a first-order Taylor expansion of the residual vector to avoid the explicit Hessian calculation, as executed in the conventional Gauss-Newton method. (c) Most importantly, the penalty decays to zero as the iteration progresses. The new method is referred to as DPELM (the ELM with decaying penalties). The motivation of DPELM is both to improve the conditioning of the discrete matrix by adding the penalty and to avoid the loss of accuracy (caused by the penalty) by making the penalty decay to zero. The effectiveness of the proposed method is validated by numerous numerical experiments of the nonlinear PDEs, including minimal surface equations, Navier-Stokes equations, nonlinear reaction-diffusion equations, etc. The comparisons with the existing neural network methods, the DNN and conventional ELM, are also made.
深度神经网络(Deep neural network, DNN)方法在求解偏微分方程(PDEs)时,一般能达到约1E-4的精度(L2相对误差)。极限学习机(elm)是一种浅层神经网络,可以实现某些偏微分方程的谱精度。ELM的研究主要集中在线性偏微分方程上,其训练过程可以等效为线性最小二乘问题和伪逆操作。用高斯-牛顿方法训练非线性偏微分方程的ELM具有初始猜测灵敏度高、迭代次数多、鲁棒性差等特点。这些问题很大程度上是由于问题的病态性,即离散矩阵的条件数非常大。针对非线性偏微分方程提出了一种新的高斯-牛顿ELM方法,该方法由三种主要策略组成。(a)对基于ELM的传统损失函数进行惩罚,建立惩罚非线性最小二乘问题(PNLS)。(b) PNLS问题近似使用残差向量的一阶泰勒展开式,以避免在传统的高斯-牛顿方法中执行的显式Hessian计算。(c)最重要的是,随着迭代的进行,惩罚逐渐衰减为零。这种新方法被称为DPELM(带有衰减惩罚的ELM)。DPELM的动机是通过增加惩罚来改善离散矩阵的条件,并通过使惩罚衰减到零来避免精度损失(由惩罚引起的)。通过对极小曲面方程、Navier-Stokes方程、非线性反应-扩散方程等非线性偏微分方程的数值实验,验证了该方法的有效性。并与现有的神经网络方法DNN和传统ELM进行了比较。
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引用次数: 0
A reaction-diffusion-taxis model for toxicant-predator-prey interaction dynamics 毒物-捕食者-猎物相互作用动力学的反应-扩散-趋向性模型
IF 3.8 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2026-01-22 DOI: 10.1016/j.cnsns.2026.109760
Xiumei Deng , Qihua Huang , Hai-Yang Jin
We develop a reaction-diffusion-taxis model to investigate the dynamic interactions between a toxicant and a predator-prey system within a contaminated aquatic ecosystem. The model includes taxis terms induced by the toxicant to capture the evasive movement of individuals as they seek to avoid exposure to the toxicant. We establish the global well-posedness of solutions for the reaction-diffusion-taxis system. We prove the global asymptotic stability of spatially uniform steady states. Through linear stability analysis, we derive sufficient conditions for the destabilization of these uniform steady states. Numerically, we explore the influence of key toxicant-related parameters—such as toxicant input rate, toxicant-taxis intensity, and species susceptibility to toxicants—on the persistence and spatial distribution of prey and predator populations. Our results demonstrate that: (i) High-intensity toxicant-taxis can induce spatial segregation and aggregation patterns between the toxicant and populations; (ii) when predators are more susceptible to toxicants than their prey, a moderate increase in toxicant concentration may, counterintuitively, enhance prey persistence; and (iii) spatially heterogeneous toxicant inputs can promote species persistence, thereby supporting ecosystem biodiversity.
我们开发了一个反应-扩散-趋向性模型来研究被污染的水生生态系统中有毒物质和捕食者-猎物系统之间的动态相互作用。该模型包括由有毒物质诱导的出租车术语,以捕捉个体在寻求避免暴露于有毒物质时的逃避运动。我们建立了反应-扩散-趋向性系统解的全局适定性。证明了空间一致稳态的全局渐近稳定性。通过线性稳定性分析,我们得到了这些均匀稳态失稳的充分条件。在数值上,我们探讨了与毒物相关的关键参数——如毒物输入率、毒物趋向性强度和物种对毒物的易感性——对猎物和捕食者种群的持久性和空间分布的影响。研究结果表明:(1)高强度毒物趋向性可导致毒物与种群之间的空间分离和聚集模式;(ii)当捕食者比猎物更容易受到有毒物质的影响时,与直觉相反,有毒物质浓度的适度增加可能会增强猎物的持久性;(3)空间异质性毒物输入可以促进物种持久性,从而支持生态系统的生物多样性。
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引用次数: 0
Stabilized exponential-SAV schemes preserving energy stability and maximum bound principle for ternary Allen-Cahn equations 保持三元Allen-Cahn方程能量稳定的稳定指数- sav格式和最大界原理
IF 3.8 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2026-01-21 DOI: 10.1016/j.cnsns.2026.109776
Zirui Du, Tianliang Hou
In this paper, we present first- and second-order stabilized exponential-SAV (sESAV) schemes preserving energy stability and maximum bound principle (MBP) for ternary Allen-Cahn equations. We prove that the first-order sESAV (sESAV1) scheme unconditionally preserves the discrete MBP and energy stability, the second-order sESAV (sESAV2) scheme preserves energy stability unconditionally and the discrete MBP under a constraint on temporal step size τ. Optimal L error estimates for sESAV1 and sESAV2 are rigorously analyzed. To the best of our knowledge, it is the first time to discuss L error estimates for SAV-type schemes. Several numerical experiments are performed to verify the validity of our schemes.
本文给出了一阶和二阶稳定指数sav (sESAV)格式,该格式保持了三元Allen-Cahn方程的能量稳定性和最大界原理(MBP)。证明了一阶sESAV (sESAV1)方案无条件保持离散MBP和能量稳定性,二阶sESAV (sESAV2)方案在时间步长τ约束下无条件保持能量稳定性和离散MBP。严格分析了sESAV1和sESAV2的最优L∞误差估计。据我们所知,这是第一次讨论sav型方案的L∞误差估计。通过数值实验验证了所提方案的有效性。
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引用次数: 0
A fully direct transcription method for solving distributed-order time-fractional diffusion optimal control problems with unilateral constraints 求解具有单边约束的分布阶时间分数扩散最优控制问题的完全直接转录方法
IF 3.9 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2026-01-20 DOI: 10.1016/j.cnsns.2026.109765
Roya Vaziri Doghezlou, Hamid Reza Tabrizidooz, Mostafa Shamsi
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引用次数: 0
Model-free adaptive control with independent time-varying parameters for containment control in multi-agent systems 多智能体系统控制的独立时变参数无模型自适应控制
IF 3.8 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2026-01-20 DOI: 10.1016/j.cnsns.2026.109766
Fei Yan , Hao Wang , Yingmin Yi
This paper proposes a novel model-free adaptive control with independent time-varying parameters (MFAC-ITVP) framework for containment control in nonlinear multi-agent systems (MASs). Unlike conventional MFAC schemes that require globally homogeneous controller parameters, the proposed framework allows each agent to autonomously adjust its controller gains through independently evolving time-varying parameters. This independence significantly enhances adaptability and robustness, especially under dynamic communication topologies and varying agent participation. By transforming nonlinear agent dynamics into local data-driven linear models through dynamic linearization, a fully distributed control law is developed that depends solely on local input–output data without any prior model knowledge. Rigorous theoretical analysis establishes convergence and stability in the maximum-norm sense under generalized Lipschitz conditions. Extensive simulations under both fixed and switching topologies verify that the proposed MFAC-ITVP method achieves faster convergence and stronger disturbance rejection compared with traditional MFAC approaches.
提出了一种新的具有独立时变参数的无模型自适应控制(mfacc - itvp)框架,用于非线性多智能体系统(MASs)的控制。与需要全局同构控制器参数的传统MFAC方案不同,该框架允许每个智能体通过独立演化的时变参数自主调整其控制器增益。这种独立性显著增强了适应性和鲁棒性,特别是在动态通信拓扑和不同代理参与的情况下。通过动态线性化将非线性智能体动力学转化为局部数据驱动的线性模型,建立了一种完全分布式的控制律,该控制律仅依赖于局部输入输出数据,无需任何先验模型知识。严格的理论分析证明了广义Lipschitz条件下最大范数意义上的收敛性和稳定性。在固定拓扑和切换拓扑下的大量仿真验证了所提出的MFAC- itvp方法与传统的MFAC方法相比具有更快的收敛速度和更强的抗干扰能力。
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引用次数: 0
A multi-strategy strong noise three-way decision originating from double-parameter multi-granularity variable precision fuzzy rough sets 基于双参数多粒度变精度模糊粗糙集的多策略强噪声三向决策
IF 3.8 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2026-01-19 DOI: 10.1016/j.cnsns.2026.109759
Wenjie Jiang, Lingqiang Li
To address the challenge of handling complex uncertainty problems faced by single variable precision fuzzy rough set (VPFRS), this paper introduces a new model of double-parameter VPFRS and constructs a new Three-way decision (TWD) model based on it. Firstly, considering the misclassification rate parameter and the fuzzy relation cut-level parameter, we introduce a new double-parameter VPFRS model as well as its multi-granularity extension. The new model uses overlap and grouping functions as the logical value domain of fuzzy sets, which enables the model to have strong interpretability and excellent mathematical properties. In addition, the two parameters in the model can better reduce the interference of noise data, and multi-granularity can reflect multi-strategy. Secondly, we integrate the proposed multi-granularity double-parameter VPFRS model with the technique for order preference by similarity to an ideal solution (TOPSIS) method to construct a TWD with noise reduction and multi-strategy. Finally, we apply this new method to the risk assessment of pregnant health (https://archive.ics.uci.edu/dataset/863/pregnant+health+risk). The effectiveness, stability and reliability of the TWD are verified through parameter analysis, comparative experiments, ordered similarity experiment. The experimental results show that our TWD method can accurately classify 376 pregnant women in the dataset into three categories: positive class (high risk), negative class (low risk), and boundary class (medium risk), and the overall classification accuracy with overlap functions and grouping functions can reach 98.4%, which is 3.5% higher than that with traditional methods. Meanwhile, our method can rank the pregnant women according to their risk levels for disease, thereby providing a scientific basis for determining the priority order of treatment.
针对单变量精度模糊粗糙集(VPFRS)在处理复杂不确定性问题时所面临的挑战,提出了一种新的双参数模糊粗糙集模型,并在此基础上构建了一种新的三向决策(TWD)模型。首先,考虑误分类率参数和模糊关系切层参数,提出了一种新的双参数VPFRS模型及其多粒度扩展;该模型采用重叠和分组函数作为模糊集的逻辑值域,使模型具有较强的可解释性和较好的数学性质。此外,模型中的两个参数可以更好地降低噪声数据的干扰,多粒度可以体现多策略。其次,我们将所提出的多粒度双参数VPFRS模型与TOPSIS (similarity to a ideal solution)排序偏好技术相结合,构建了具有降噪和多策略的TWD模型。最后,我们将这种新方法应用于孕妇健康风险评估(https://archive.ics.uci.edu/dataset/863/pregnant+health+risk)。通过参数分析、对比实验、有序相似实验,验证了TWD的有效性、稳定性和可靠性。实验结果表明,我们的TWD方法可以准确地将数据集中的376名孕妇分为阳性类(高风险)、阴性类(低风险)和边界类(中风险)三类,具有重叠函数和分组函数的总体分类准确率可达98.4%,比传统方法提高3.5%。同时,我们的方法可以根据孕妇的疾病风险等级对其进行排序,从而为确定优先治疗顺序提供科学依据。
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引用次数: 0
Corrigendum to “On explicit stability conditions for Caputo fractional-order difference systems” [Communications in Nonlinear Science and Numerical Simulation 152 (2026) 1–15/109123] “关于Caputo分数阶差分系统的显式稳定性条件”的勘误[非线性科学与数值模拟通信152 (2026)1-15/109123]
IF 3.9 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2026-01-19 DOI: 10.1016/j.cnsns.2026.109751
Xiang Liu, Shuangxiu Li, Peiguang Wang
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引用次数: 0
A bubble-function-based variational multiscale method with two-local Gaussian integration for stationary convection-dominated diffusion equations on surfaces 基于气泡函数的两局部高斯积分变分多尺度方法求解表面上对流主导扩散方程
IF 3.8 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2026-01-19 DOI: 10.1016/j.cnsns.2026.109762
Qiuhui Yan, Xufeng Xiao, Xinlong Feng
To address the numerical oscillations encountered when solving stationary convection-dominated diffusion equations on curved surfaces using the traditional finite element method, this paper adopts a stabilized surface finite element method. This method is constructed based on the variational multiscale method with bubble functions. By introducing a two-local Gaussian integration strategy, the method effectively reduces the computational complexity of the traditional variational multiscale method. On this basis, this paper establishes a numerical framework for surface multiscale problems that balances both stability and computational efficiency. The paper conducts theoretical finite element analysis and performs numerical experiments on various curved surfaces to verify the advantages of the proposed method. Compared with the streamline diffusion method and the edge stabilization method, this method features simplicity in form and ease of analysis. While achieving stabilization effects, it can also reach the same level of accuracy as the traditional finite element method.
针对传统有限元方法在求解曲面上以对流为主的稳态扩散方程时遇到的数值振荡问题,本文采用了稳定曲面有限元方法。该方法是在带气泡函数的变分多尺度方法的基础上构造的。该方法通过引入双局部高斯积分策略,有效降低了传统变分多尺度方法的计算复杂度。在此基础上,建立了兼顾稳定性和计算效率的曲面多尺度问题的数值框架。通过理论有限元分析和各种曲面的数值实验,验证了所提方法的优越性。与流线扩散法和边缘稳定法相比,该方法具有形式简单、易于分析的特点。在达到稳定效果的同时,也能达到与传统有限元法相同的精度水平。
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引用次数: 0
Exact solutions for the relativistic dynamics of a self-consistent problem for system with electromagnetic and gravitational interaction within the Wigner-Vlasov formalism 在wigner-vlasov形式体系中电磁和引力相互作用系统的自洽问题的相对论动力学精确解
IF 3.8 2区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2026-01-19 DOI: 10.1016/j.cnsns.2026.109761
E.E. Perepelkin , B.I. Sadovnikov , N.G. Inozemtseva , I.Yu. Baibara
This work derives exact solutions to the problem of interacting particle density evolution in relativistic and quasi-relativistic approximations for electromagnetic and gravitational interactions. Two types of radial symmetry for the initial density distribution are considered: spherical and cylindrical. It is shown that the relativistic effect delays the onset of the shock wave moment, and in some cases removes it entirely or, conversely, can facilitate it.
The analysis of the system's dynamics is carried out within the Wigner-Vlasov formalism, which makes it possible to extend the obtained solutions to quantum systems, including those with gravitational interaction. The derived exact solutions can be directly used as a cross-check for modeling and optimizing nonlinear problems of beam dynamics with account for space charge, astrophysics, plasma physics, and quantum systems with a shock wave.
这项工作在电磁和引力相互作用的相对论和准相对论近似中推导出相互作用粒子密度演化问题的精确解。考虑了初始密度分布的两种径向对称:球形和圆柱形。结果表明,相对论效应延缓了激波矩的发生,在某些情况下,它可以完全消除激波矩,或者相反,它可以促进激波矩的发生。系统的动力学分析是在Wigner-Vlasov形式中进行的,这使得将得到的解扩展到量子系统,包括那些有引力相互作用的量子系统成为可能。导出的精确解可以直接用作交叉检验,用于考虑空间电荷、天体物理学、等离子体物理学和具有激波的量子系统的光束动力学非线性问题的建模和优化。
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引用次数: 0
期刊
Communications in Nonlinear Science and Numerical Simulation
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