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Numerical treatment of Ebola virus model using artificial neural networks 用人工神经网络对埃博拉病毒模型进行数值处理
IF 2.1 4区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-11-24 DOI: 10.1007/s12043-025-03011-5
Iftikhar Ahmad, Muhammad Ozair, Takasar Hussain, Mir Muhammad Abubakar, Muhammad Asif Zahoor Raja

The Ebola virus disease (EVD) poses a significant threat to public health due to its rapid transmission and high mortality rate. Accurate modelling for the comprehension of transmission of this malady is essential for planning effective containment and its outcome strategies. In this work, we analyse a four-dimensional compartmental model (susceptible, infectious, deceased, recovered) of EVD to understand its epidemiological behaviour. To enhance the predictive power and accuracy of the model, artificial intelligence (AI) technique, a specifically supervised neural network using Levenberg–Marquardt backpropagation recurrent neural network (L-MBRNN), is applied. Reference solutions are obtained using Runge–Kutta method. The AI-based approach is validated by comparing with numerical solutions, statistical analysis and absolute error assessment to confirm the reliability and precision of the applied method. This fusion of biological modelling and machine learning provides a robust framework for investigating the dynamics of Ebola.

埃博拉病毒病传播迅速,死亡率高,对公众健康构成重大威胁。为了解这种疾病的传播而建立准确的模型,对于规划有效的遏制措施及其成果战略至关重要。在这项工作中,我们分析了EVD的四维区室模型(易感、感染、死亡、康复),以了解其流行病学行为。为了提高模型的预测能力和准确性,应用了人工智能(AI)技术,即使用Levenberg-Marquardt反向传播递归神经网络(L-MBRNN)的特定监督神经网络。采用龙格-库塔法得到参考解。通过数值解、统计分析和绝对误差评估的对比,验证了人工智能方法的可靠性和精度。这种生物建模和机器学习的融合为研究埃博拉病毒的动态提供了一个强大的框架。
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引用次数: 0
The effect of (f(R,{mathcal {T}})) gravity over GR gravity on the parameter estimation of strange star (f(R,{mathcal {T}}))重力对GR重力对奇异星参数估计的影响
IF 2.1 4区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-11-24 DOI: 10.1007/s12043-025-03014-2
Md Arshad Ayub Mudi, Sajahan Molla, Mehedi Kalam

In the present work, we made a comparative study of (f(R,{mathcal {T}})) gravity over general gravity regarding the parameter estimation of the strange star. For this purpose, we used the Durgapal IV metric as the inner space–time of the strange star. In this work, we applied (f(R,{mathcal {T}})=R+2beta {mathcal {T}}) where R is the Ricci scalar, ({mathcal {T}}) is the trace of the energy–momentum tensor and (beta ) is the coupling term between them. For the isotropic model of the compact star, the field equations were solved and the corresponding astrophysical aspects were discussed. We have shown that a sharp difference arise on the physical parameters like central density ((rho _{0})), central pressure ((p_{0})), surface redshift ((Z_{s})), compactness and radius of the compact stars 4U 1702-429, 2A 1822-371, PSR J1756-2251, PSR J1802-2124 and PSR (J1713+0747) in two distinct gravity theories.

在本工作中,我们对(f(R,{mathcal {T}}))重力与一般重力在奇异星参数估计方面进行了比较研究。为此,我们使用Durgapal IV度规作为奇异恒星的内部时空。在这项工作中,我们应用(f(R,{mathcal {T}})=R+2beta {mathcal {T}}),其中R是里奇标量,({mathcal {T}})是能量动量张量的轨迹,(beta )是它们之间的耦合项。对致密星各向同性模型进行了场方程求解,并讨论了相应的天体物理问题。我们已经证明,在两种不同的引力理论中,致密恒星4U 1702-429、2A 1822-371、PSR J1756-2251、PSR J1802-2124和PSR (J1713+0747)的中心密度((rho _{0}))、中心压力((p_{0}))、表面红移((Z_{s}))、致密度和半径等物理参数存在明显差异。
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引用次数: 0
Luminescence shift in the nanocrystalline powder of Cu-doped ZnO revealed by synchrotron-based X-ray absorption techniques 同步x射线吸收技术揭示了cu掺杂ZnO纳米晶粉末的发光位移
IF 2.1 4区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-11-24 DOI: 10.1007/s12043-025-03015-1
A Kumar, T Ghosh, J Roy, Z Aabdin, S K Sahoo, A Kandasami, S Tripathi, V R Singh

The interest in zinc oxide (ZnO) has reached saturation; however, some issues remain overlooked. Specifically, activities in spintronics and optoelectronics involving doped ZnO are of particular interest, and the lack of consensus in the results obtained draws attention. Doping with Cu is unique because it has no vacancies in its 3d orbitals, but the presence of a single unoccupied state in the 4 s orbital offers intriguing properties. ZnO is known for its characteristic blue–green emission, but over the decades, there has been a significant shift towards more intense yellow–orange bands. Typically, ZnO emits blue–green spectra due to its large bandgap; however, a clear shift towards more intense spectral features requires explanation. The deconvoluted spectra of photoluminescence (PL) clearly reveal this characteristic, highlighting Cu's effect on the local electronic environment of Zn. To investigate the impact of Cu doping on the local electronic structures, X-ray absorption near-edge spectroscopy (XANES) was performed at the K-edge for both the transition element in the nanocrystalline powdered samples of Cu-doped ZnO (ZCO). The local electronic structures were modelled theoretically using Fourier-transformed extended X-ray absorption fine structures (FT-EXAFS) based on the XANES data. The EXAFS simulation achieved excellent agreement up to two shells of the Brillouin zone, confirming the substitutional effect of Cu and providing deeper insight into the local coordination geometry of ligand formation. Defects play a crucial role in determining and shifting emission bands in the visible spectrum, explicitly observed through oxygen vacancies (VO). The correlation between different oxidation states of Cu significantly influences the percolation of defect formation, which could be crucial for understanding the desired emission bands.

对氧化锌(ZnO)的兴趣已达到饱和;然而,有些问题仍然被忽视。具体来说,涉及掺杂ZnO的自旋电子学和光电子学的活动特别令人感兴趣,并且在所获得的结果中缺乏共识引起了注意。用铜掺杂是独特的,因为它在三维轨道上没有空位,但在4s轨道上存在一个未占据的状态提供了有趣的性质。氧化锌以其特有的蓝绿色发射而闻名,但在过去的几十年里,它已经向更强烈的黄橙色波段转变。通常,ZnO由于其较大的带隙而发出蓝绿光谱;然而,向更强烈的光谱特征的明显转变需要解释。光致发光(PL)的反卷积光谱清楚地揭示了这一特性,突出了Cu对Zn局部电子环境的影响。为了研究Cu掺杂对ZnO (ZCO)纳米晶粉末样品的局部电子结构的影响,在k边对这两个过渡元素进行了x射线吸收近边光谱(XANES)分析。利用基于XANES数据的傅里叶变换扩展x射线吸收精细结构(FT-EXAFS)对局部电子结构进行了理论建模。EXAFS模拟在布里渊带的两个壳层上取得了很好的一致性,证实了Cu的取代效应,并对配体形成的局部配位几何结构提供了更深入的了解。缺陷在确定和移动可见光谱中的发射波段中起着至关重要的作用,这是通过氧空位(VO)明确观察到的。铜的不同氧化态之间的相关性显著影响缺陷形成的渗透,这对于理解所需的发射带至关重要。
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引用次数: 0
Piecewise Duffing map embedded in the microcontroller: dynamical probing and pseudo-random number generation 嵌入微控制器的分段Duffing图:动态探测和伪随机数生成
IF 2.1 4区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-11-20 DOI: 10.1007/s12043-025-03013-3
Parvathyshankar Deiva Sundari, Rolande Tsapla Fotsa, Isidore Komofor Ngongiah, André Chéagé Chamgoué, Karthikeyan Rajagopal

This paper presents a piecewise Duffing map (PDM) model that introduces piecewise nonlinearity to the classic Duffing map and explores its rich dynamical behaviour, including bistable periodic oscillations, bistable periodic doubling and bistable(/)monostable chaotic characteristics. By incorporating two constant parameters in the PDM’s rate equations, the authors demonstrate the ability to flexibly control the amplitude of the chaotic sequences, with total amplitude control achieved by introducing an additional parameter. The dynamical characteristics of the PDM are validated through microcontroller implementation and the chaotic properties of the PDM are leveraged to develop a pseudo-random number generator (PRNG) with a linear feedback shift register (LFSR) as a post-processing unit. The randomness of the generated binary data is extensively tested using the NIST 800-22 test suite, confirming the suitability of the PDM-based PRNG for applications such as secure communication schemes and other chaos-based applications.

本文提出了一种分段Duffing映射(PDM)模型,该模型在经典Duffing映射的基础上引入了分段非线性,并探讨了其丰富的动力学特性,包括双稳态周期振荡、双稳态周期加倍和双稳态(/)单稳态混沌特性。通过在PDM的速率方程中加入两个常数参数,作者证明了灵活控制混沌序列幅度的能力,并通过引入附加参数实现了总幅度控制。通过微控制器实现验证了PDM的动态特性,并利用PDM的混沌特性开发了一种伪随机数发生器(PRNG),其后处理单元为线性反馈移位寄存器(LFSR)。生成的二进制数据的随机性使用NIST 800-22测试套件进行了广泛测试,确认了基于pdm的PRNG适用于安全通信方案和其他基于混沌的应用。
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引用次数: 0
The potential impact of magnetic force on the heat transfer analysis in the pressure-driven flow of the Carreau fluid: fluid–particle suspension flow of a non-Newtonian fluid 磁力对卡罗流体压力驱动流动传热分析的潜在影响:非牛顿流体的流体-颗粒悬浮流动
IF 2.1 4区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-10-30 DOI: 10.1007/s12043-025-02982-9
Mubbashar Nazeer, Farooq Hussain

The applications of thermal transport through highly viscous fluids are observed in chemical and industrial engineering. With the inspiration of existing non-Newtonian fluids in chemical industries, the objective of the present study is to regulate the fluid temperature and improve the convective heat transfer in Carreau fluid by choosing a suitable power-law index and magnetic field. In this paper, two separate models of equations are presented based on the fluid phase and particle phase by using the Carreau fluid tensor. The dimensional equations are transformed into dimensionless form by applying the right transformation and the closed-form solution is generated through Mathematica 14.2. The computational results showed that the power-law index diminished the velocity and temperature fields. Moreover, the velocity and temperature of the pseudoplastic fluid are greater than those of the dilatant fluid. Further, the two-phase fluid model gives a higher heat transfer rate than the single-phase fluid model. It is observed that the dilatant fluid is the best option for the suspension of two-phase flow. The current computational results are expected to extend our understanding of two-phase flows of Carreau fluid and help to design innovative microfluidic devices with boosted performance for various industrial applications. Furthermore, this research will also be helpful for beginners to understand the basic idea of multiphase flow in non-Newtonian fluids.

通过高粘性流体的热传递在化学和工业工程中的应用。受化工行业现有非牛顿流体的启发,本研究的目的是通过选择合适的幂律指数和磁场来调节卡罗流体的温度,改善对流换热。本文利用卡罗流体张量分别建立了基于流体相和粒子相的两种方程模型。通过右变换将量纲方程转化为无量纲形式,并通过Mathematica 14.2生成封闭形式的解。计算结果表明,幂律指数降低了速度场和温度场。假塑性流体的速度和温度均大于膨胀流体的速度和温度。此外,两相流体模型给出了比单相流体模型更高的传热速率。研究发现,膨胀液是两相流悬浮的最佳选择。目前的计算结果有望扩展我们对卡罗流体两相流的理解,并有助于设计具有更高性能的创新微流体装置,用于各种工业应用。此外,本研究还有助于初学者理解非牛顿流体中多相流的基本思想。
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引用次数: 0
Generation of acousto-electric direct current in fluorine-doped single-walled carbon nanotubes due to the mixing of waves with commensurate frequencies (phaseless) 掺氟单壁碳纳米管中相应频率波混合产生的声电直流电(无相)
IF 2.1 4区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-10-30 DOI: 10.1007/s12043-025-03003-5
D Sekyi-Arthur, S Y Mensah

We theoretically report on the acousto-electric direct current (ADC) generation in non-degenerate fluorine-doped single-walled carbon nanotubes (FSWCNTs). Our calculation on the carriers in the lowest miniband, where waves with commensurate frequencies (zero phase difference) mix in the hypersound region ((qell gg 1) where q is the acoustic phonon wave number and (ell ) is the carrier mean free path). The generated DC exhibits strong nonlinear and non-ohmic behaviour, dependent on the magnitude of the AC fields ((mathcal {E}_{1}) and (mathcal {E}_{2})), overlapping integral for leaps ((Delta _{s}) and (Delta _{z})), carrier concentration ((n_{0})), Bloch frequency ((Omega )), acoustic phonon frequency ((omega _{q})) and photon frequency ((omega _{i})). The non-ohmicity in the observed I–V characteristics likely originates from a combined non-parabolicity of the band relation, Stark effect, charge carrier heating, intraminiband carrier oscillation and parametric resonance. Notably, the generated DC corresponded to even instability regions in the FSWCNTs as promising candidates for ADC generation under bichromatic fields with commensurate frequencies.

我们从理论上报道了非简并氟掺杂单壁碳纳米管(FSWCNTs)中声电直流电(ADC)的产生。我们对最低迷你频带中载流子的计算,其中具有相应频率(零相位差)的波在超声速区域混合((qell gg 1)其中q是声学声子波数,(ell )是载流子平均自由程)。生成的直流电表现出强烈的非线性和非欧姆行为,这取决于交流场的大小((mathcal {E}_{1})和(mathcal {E}_{2}))、跃迁的重叠积分((Delta _{s})和(Delta _{z}))、载流子浓度((n_{0}))、布洛赫频率((Omega ))、声子频率((omega _{q}))和光子频率((omega _{i}))。观察到的I-V特性的非欧姆性可能源于带关系的非抛物线性、Stark效应、载流子加热、带内载流子振荡和参数共振的综合作用。值得注意的是,生成的DC对应于FSWCNTs中均匀的不稳定区域,FSWCNTs是在相应频率的双色场下产生ADC的有希望的候选区域。
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引用次数: 0
Finding optical soliton solutions of the ((4+1))-dimensional Davey–Stewartson–Kadomtsev–Petviashvili equation via multiple techniques 通过多种技术寻找((4+1))维davey - stewart - kadomtsev - petviashvili方程的光孤子解
IF 2.1 4区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-10-25 DOI: 10.1007/s12043-025-03010-6
Salim S. Mahmood, Muhammad Amin S. Murad

This article aims to derive optical soliton solutions for the ((4+1))-dimensional Davey–Stewartson–Kadomtsev–Petviashvili (DSKP) problem using the generalised exponential rational function method and the ((m+F))-expansion method. Both techniques yield various soliton solutions, including bright and dark solitons. The behaviour of these solitons may be further analysed using three-dimensional, two-dimensional and contour graphs. The effect of temporal parameter on the obtained soliton solutions is illustrated using two-dimensional graphs. The study emphasises the significance of solitons in optical fibre technology, signal processing and quantum systems, while also paving the way for applying the proposed techniques to more complex nonlinear models, such as fractional and higher-order systems. These findings contribute to a deeper theoretical understanding of soliton dynamics and support their practical implementation in advanced nonlinear optics and engineering applications.

本文旨在利用广义指数有理函数法和((m+F))展开法推导((4+1))维Davey-Stewartson-Kadomtsev-Petviashvili (DSKP)问题的光孤子解。这两种技术都会产生各种各样的孤子解,包括亮孤子和暗孤子。这些孤子的行为可以用三维、二维和等高线图进一步分析。用二维图形说明了时间参数对得到的孤子解的影响。该研究强调了孤子在光纤技术、信号处理和量子系统中的重要性,同时也为将所提出的技术应用于更复杂的非线性模型(如分数阶和高阶系统)铺平了道路。这些发现有助于加深对孤子动力学的理论理解,并支持其在高级非线性光学和工程应用中的实际实现。
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引用次数: 0
A simulation study on optimizing the self-heating and hot carrier effects using heterodielectric buried-oxide FinFETs 利用异介电埋藏氧化物finfet优化自热和热载子效应的模拟研究
IF 2.1 4区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-10-16 DOI: 10.1007/s12043-025-02998-1
Rajashree Das

This paper analyses the performance of a new fin field-effect transistor (FinFET) for two undesirable effects, such as self-heating and hot carrier effects. Two effects often degrade the device performance. This paper proposes a new FinFET architecture as dual gate dielectrics heterodielectric buried-oxide (HDB) FinFET. The HDB consists of SiO2 and HfO2 dielectrics, placed laterally. The use of HfO2 with SiO2 in the buried-oxide (BOX) increases the thermal conductivity, due to which the introduced structure demonstrates less self-heating effect on device characteristics. Similarly, the incorporation of HfO2 beneath the drain lowers the band gap narrowing in the channel(/)drain region, resulting in reduced hot carrier degradation effect. To analyse the performance, the self-heating effect and the hot carrier effect is compared between the conventional and HDB FinFET. The proposed HDB FinFET is found to be better than the conventional FinFET and hence, a detailed analysis on self-heating and the hot carrier effects is performed by varying the different dimensions of the BOX, fin and work function of gate material.

本文分析了一种新型翅片场效应晶体管(FinFET)在自热和热载子效应两种不良效应下的性能。两种影响通常会降低设备的性能。本文提出了一种新的FinFET结构,即双栅介电异质埋氧化物(HDB) FinFET。HDB由横向放置的SiO2和HfO2电介质组成。在埋地氧化物(BOX)中使用HfO2和SiO2增加了热导率,因此引入的结构对器件特性的自热影响较小。同样,在漏极下方掺入HfO2降低了通道(/)漏极区域的带隙缩小,从而降低了热载子降解效果。为了分析其性能,比较了传统FinFET和HDB FinFET的自热效应和热载子效应。研究发现,HDB FinFET比传统FinFET性能更好,因此,通过改变BOX、fin和栅极材料功函数的不同尺寸,对HDB FinFET的自热和热载子效应进行了详细的分析。
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引用次数: 0
Significance of Coriolis forces on the dynamics of non-Newtonian Jeffrey fluid flow under the effects of a magnetic field over a pulsating plate in a rotating frame 科里奥利力对旋转框架中脉动板磁场作用下非牛顿杰弗里流体流动动力学的意义
IF 2.1 4区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-10-14 DOI: 10.1007/s12043-025-03000-8
R Ellahi, A Zeeshan, S Z Alamri, U Jamil, N Shahzad

The flow of a non-Newtonian Jeffrey fluid over a pulsating plate in a rotating frame is analysed. The effects of the Coriolis force and a constant magnetic field are also studied. The velocity of the plate is periodically pulsed, while the remaining part of the rotating fluid exhibits unsteady motion. Exact solutions for each case are obtained using the Laplace transform method with Mallin’s integral inversion formula. The graphical analysis shows how rotation, elasticity and magnetic field influence the fluid velocity during plate pulsation. It is found that the longitudinal component of velocity decreases with higher values of the Jeffrey parameter and magnetic field, while the transverse component of velocity shows the opposite behaviour.

分析了非牛顿杰弗里流体在旋转机架内脉动板上的流动。还研究了科氏力和恒定磁场的影响。板的速度呈周期性脉动,而旋转流体的其余部分呈非定常运动。利用拉普拉斯变换方法和Mallin积分反演公式,得到了每种情况下的精确解。图形分析显示了在板块脉动过程中,旋转、弹性和磁场对流体速度的影响。结果表明,速度的纵向分量随Jeffrey参数和磁场的增大而减小,而横向分量则相反。
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引用次数: 0
Microrheology in tumbling nematics of the 8CB liquid crystals 8CB液晶翻滚向列线的微流变学研究
IF 2.1 4区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-10-14 DOI: 10.1007/s12043-025-03007-1
Balaji Yendeti, Ashok Vudayagiri

Particle tracking passive microrheology in the 8CB liquid crystals is used to redefine the precessional motion of the orientation of nematic director in liquid crystals. Physical origin of the tumbling director in the presence of presmectic clusters under zero shear conditions is discussed. Different structural properties (pure nematic phase, presmectic (smectic C and smectic A clusters)) were differentiated with characteristic dependence of (G') on (omega ) in the nematic phase of the 8CB liquid crystals. Also, dynamic viscosity is observed with a cross-over between parallel and perpendicular components as the smectic A phase is approached.

利用8CB液晶中的粒子跟踪被动微流变学,重新定义了液晶中向列指向器取向的进动。讨论了零剪切条件下存在预制团簇时翻滚导向器的物理成因。在8CB液晶的向列相中,不同的结构性质(纯向列相、预向列相(近晶C团簇和近晶A团簇))通过(G')对(omega )的特征依赖进行了区分。此外,动态粘度的观察与平行和垂直组件之间的交叉,随着近晶a相接近。
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引用次数: 0
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