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Neural Network Quantum States in Curved Spacetime 弯曲时空中的神经网络量子态
IF 1.7 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-02-07 DOI: 10.1007/s10773-026-06273-w
A. M. Kalitenko, P. I. Pronin

The Neural Network Quantum State (NNQS) approach offers a novel way to solve problems in quantum physics. Although this technique has been successful in addressing various issues, further research is needed to understand its full potential and limitations. In this study, we propose a neural network-based solution for the spinless particle within the Schwarzschild metric for three coordinate systems and compare it with the solution of the Klein–Gordon–Fock equations with a Coulomb potential. Our approach bridges the gap between analytic and numerical methods, improving the quality and usefulness of future studies in this field.

神经网络量子态(NNQS)方法为解决量子物理问题提供了一种新的方法。虽然这项技术已经成功地解决了各种问题,但需要进一步的研究来了解其全部潜力和局限性。在这项研究中,我们提出了一个基于神经网络的解在三个坐标系下的史瓦西度规内的无自旋粒子,并将其与具有库仑势的Klein-Gordon-Fock方程的解进行了比较。我们的方法弥合了解析和数值方法之间的差距,提高了该领域未来研究的质量和实用性。
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引用次数: 0
Layered Quantum Extremal Surfaces and Multidimensional Page Curves in Stratified Black Holes 分层黑洞中的分层量子极值曲面和多维页曲线
IF 1.7 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-02-07 DOI: 10.1007/s10773-026-06270-z
Alberto Miró Morán

We extend stratified black hole evaporation by systematically analyzing the quantum extremal surfaces (islands) associated with each interior layer and their dynamical role in information recovery. In this framework, every concentric shell supports its own quantum extremal surface, which becomes dominant at a distinct Page time. This layered island structure gives rise to a generalized staircase Page curve, where entropy decreases occur sequentially as deeper layers are reconstructed. We solve for these layer-resolved quantum extremal surfaces explicitly in a multi-layer Jackiw–Teitelboim gravity model and show that the entanglement wedge of the Hawking radiation advances inward one layer at a time. We further generalize the analysis to multiple radiation channels and compute the full multipartite entropy using inclusion–exclusion formulas. Each radiation subsystem exhibits its own stepwise Page curve, while the total multipartite entropy remains finite even after all individual entropies vanish. This residual contribution signals an irreducible secret-sharing entanglement structure in the final radiation state, characterized by a nonzero Markov gap. Our results extend the island prescription to nested, multi-layer geometries and reveal new patterns of holographic redundancy and multipartite entanglement in black hole evaporation.

我们通过系统地分析与每个内层相关的量子极值面(岛)及其在信息恢复中的动态作用,扩展了分层黑洞蒸发。在这个框架中,每个同心壳都支持它自己的量子极值表面,它在一个不同的页面时间占据主导地位。这种分层的岛屿结构产生了一个广义的阶梯Page曲线,其中熵随着更深层的重建而依次减少。我们在多层Jackiw-Teitelboim引力模型中明确地求解了这些层分辨的量子极值表面,并表明霍金辐射的纠缠楔一次向内推进一层。我们进一步将分析推广到多个辐射通道,并使用包含-排除公式计算完整的多部熵。每个辐射子系统都表现出自己的逐步Page曲线,而即使在所有个体熵消失后,总多部熵仍然是有限的。这一剩余贡献表明在最终辐射状态下存在不可约的秘密共享纠缠结构,其特征为非零马尔可夫间隙。我们的研究结果将岛屿处方扩展到嵌套的多层几何形状,并揭示了黑洞蒸发中的全息冗余和多方纠缠的新模式。
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引用次数: 0
Studies on Solutions to Pressureless Navier-Stokes Equations with Density-Dependent Viscosity and Damping. Part I: Nonlinear Exact Spherically Symmetric Solutions 具有密度相关黏度和阻尼的无压Navier-Stokes方程解的研究。第一部分:非线性精确球对称解
IF 1.7 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-02-06 DOI: 10.1007/s10773-025-06201-4
Guangxuan He, Manwai Yuen, Lijun Zhang

This work investigates the spherically symmetric solutions for the N-dimensional pressureless Navier-Stokes equations with density-dependent viscosity and damping term. By employing the method of variable separation, we systematically derive a set of reduced equations characterizing such solutions with spherical symmetry. Our analysis yields several new classes of exact spherically symmetric solutions featuring velocity (varvec{u}) with nonlinear form of spatial variable, particularly demonstrating solutions of the form (varvec{u}(varvec{x}, t)=c(t) |varvec{x}|^alpha varvec{x} (alpha ne 0) ). Notably, these solutions exhibit nonlinear form of the spatial variable - representing, to our knowledge, the first nonlinear-form solutions construction for this class of pressureless Navier-Stokes systems with density-dependent viscous and damping effects. The developed methodology demonstrates potential applicability for investigating exact spherically symmetric solutions across other nonlinear partial differential equations, suggesting promising avenues for extending this analytical approach.

本文研究了具有密度依赖粘度和阻尼项的n维无压Navier-Stokes方程的球对称解。利用变量分离的方法,系统地导出了一类具有球对称性的解的约简方程。我们的分析得到了几种新的精确球对称解,其速度为(varvec{u}),具有非线性的空间变量形式,特别证明了形式为(varvec{u}(varvec{x}, t)=c(t) |varvec{x}|^alpha varvec{x} (alpha ne 0) )的解。值得注意的是,这些解表现出空间变量的非线性形式——据我们所知,这是这类具有密度依赖粘性和阻尼效应的无压Navier-Stokes系统的第一个非线性形式的解构造。所开发的方法证明了研究其他非线性偏微分方程的精确球对称解的潜在适用性,为扩展这种分析方法提供了有希望的途径。
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引用次数: 0
A Comparative Study of Slater-Type Functions with Integer and Noninteger Principal Quantum Numbers for Evaluating Atomic Electron Density Accuracy 主量子数为整数与非整数的slater型函数评价原子电子密度精度的比较研究
IF 1.7 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-02-06 DOI: 10.1007/s10773-025-06246-5
Ercan Sahin

We present a comparative study of noninteger-n Slater-type functions (NISTFs) and conventional Slater-type functions (CSTFs) for modeling electron density properties of neutral atoms from He to Xe using minimal basis sets. Radial moments (langle {r}^{k}rangle) (k = –2 to + 4), the Quantum Similarity Index (QSI), and information-theoretical measures—Kullback–Leibler (KL) divergence and Relative Fisher Information (RFI)—were used to assess accuracy against near Hartree–Fock quality reference densities. NISTFs consistently outperformed CSTFs across 291 of 318 moments. They also showed smoother QSI trends and lower divergence values in KL and RFI analyses. These results demonstrate the effectiveness of NISTFs in representing electron density within the Hartree–Fock-Roothaan method. Additionally, we observed a notable relationship between QSI deviations and total energy errors for both NISTF and CSTF basis sets.

利用最小基集对He到Xe中性原子的电子密度特性进行了非整数n slat型函数(nistf)和常规slat型函数(cstf)的比较研究。径向矩(langle {r}^{k}rangle) (k = -2至+ 4)、量子相似指数(QSI)和信息理论测量——kullback - leibler (KL)散度和相对Fisher信息(RFI)——被用来评估接近Hartree-Fock质量参考密度的准确性。在318个时刻中的291个时刻,nistf的表现始终优于cstf。在KL和RFI分析中,它们也显示出更平滑的QSI趋势和更低的散度值。这些结果证明了nistf在hartree - fock - roothan方法中表示电子密度的有效性。此外,我们观察到NISTF和CSTF基集的QSI偏差与总能量误差之间存在显著关系。
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引用次数: 0
Lie Symmetry Structure of Nonlinear Wave Equations in ((n+1))-Dimensional Space-time ((n+1)) -维时空非线性波动方程的李氏对称结构
IF 1.7 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-02-06 DOI: 10.1007/s10773-025-06219-8
Faruk Güngör, Cihangir Özemir

We study Lie point symmetry structure of generalized nonlinear wave equations of the form (Box u=F(x, u, nabla u)) where (Box ) is the ((n+1))-dimensional space-time wave (or d’Alembert) operator, (xin mathbb {R}^{n+1}) ((nge 2)). We find the equivalence groups of this class and its subclass where the first order derivatives are absent. We then determine the symmetry group as a special case of the equivalence from the invariance requirement of the nonlinearity F leading to the symmetry condition involving F. As an application we solve this condition for some specific cases of F to build physically important equations like conformally-invariant nonlinear wave and Euler–Poisson–Darboux equation. Canonical forms for allowable symmetries are also studied.

我们研究了形式为(Box u=F(x, u, nabla u))的广义非线性波动方程的李点对称结构,其中(Box )是((n+1))维时空波(或达朗贝尔)算子,(xin mathbb {R}^{n+1}) ((nge 2))。我们找到了不存在一阶导数的这类及其子类的等价群。然后,我们从非线性F的不变性要求中确定对称群作为等价的特殊情况,从而导致涉及F的对称条件。作为一个应用,我们解决了F的一些特殊情况的这个条件,以建立物理上重要的方程,如保形不变非线性波和欧拉-泊松-达布方程。本文还研究了允许对称的标准形式。
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引用次数: 0
Study on a Stochastic Riemann Wave Equation: Transformations, Multi-Wave Solutions and Auto Bäcklund Transformations 随机Riemann波动方程的研究:变换、多波解和自动Bäcklund变换
IF 1.7 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-02-06 DOI: 10.1007/s10773-026-06268-7
Ying Jie, Yinping Liu

As is well known, transformations play a crucial role in studying nonlinear evolution equations—especially when constructing their analytical solutions. On one hand, transformations can simplify these equations; solving the simplified versions then allows us to obtain the solutions of the original equations. On the other hand, establishing transformations between different equations (or between different solutions of the same equation) enables further derivation of a series of new solutions for the original equations. This paper studies a stochastic Riemann wave equation. Specifically, new transformations are introduced to simplify the original equation into a couple of integer-order nonlinear evolution equations, followed by constructing various types of multi-wave mixed solutions or nonlinear superposition solutions via several efficient algorithms. Additionally, by establishing new auto Bäcklund transformations for the equation, a series of distinct new solutions can be further derived based on the previously obtained ones. These results provide important insights into stochastic wave phenomena and offer analytical tools for understanding wave behavior in physical contexts such as nonlinear optics and quantum mechanics, while advancing methods for stochastic nonlinear differential equations.

众所周知,变换在研究非线性演化方程中起着至关重要的作用,尤其是在构造非线性演化方程的解析解时。一方面,变换可以简化这些方程;解简化后的方程就可以得到原方程的解。另一方面,在不同方程之间(或同一方程的不同解之间)建立变换,可以进一步推导出原方程的一系列新解。本文研究了一类随机黎曼波动方程。具体而言,引入新的变换,将原方程简化为一对整阶非线性演化方程,然后通过几种有效的算法构造各种类型的多波混合解或非线性叠加解。此外,通过对方程建立新的auto Bäcklund变换,可以在先前得到的解的基础上进一步推导出一系列不同的新解。这些结果提供了对随机波动现象的重要见解,并为理解非线性光学和量子力学等物理背景下的波动行为提供了分析工具,同时推进了随机非线性微分方程的方法。
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引用次数: 0
Teleporting Single Qutrit using Symmetric-anti Symmetric Two-qutrit Basis States as Quantum Channels 利用对称-反对称双量子基态作为量子信道传送单量子元
IF 1.7 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-02-06 DOI: 10.1007/s10773-026-06257-w
Anushree Pandey, Abhijit Mandal, Sovik Roy

This work presents a deterministic scheme for the teleportation of a single qutrit state, held by the sender Alice, using maximally entangled two-qutrit states as resource channels. These states have been constructed from symmetric and anti-symmetric bases by Leslie, Devin and Lynn (LDL). Leveraging the higher information capacity of qutrits compared to qubits, we employ these nine distinct two-qutrit entangled channels by LDL, for our protocol. For each channel, explicit unitary operations at the receiver Bob’s end are derived, ensuring perfect recovery of the unknown qutrit state, initially in possesion of the sender Alice, after the sender performs joint measurements on her qutrits and communicates the outcomes through a classical channel. The proposed framework confirms teleportation with unit fidelity, thereby extending conventional teleportation schemes beyond qubits into higher-dimensional systems. This not only enriches the available toolkit for quantum communication but also highlights the utility of structured entangled states in advancing quantum information processing. The results open new avenues for secure and efficient quantum networks, higher-dimensional cryptographic schemes, and the design of novel quantum algorithms, while laying the groundwork for experimental realizations of deterministic qutrit teleportation.

这项工作提出了一种确定性方案,用于传送由发送方Alice持有的单个qutrit状态,使用最大纠缠的双qutrit状态作为资源通道。这些状态由Leslie, Devin和Lynn (LDL)从对称和反对称碱基构建而成。利用量子比特比量子比特更大的信息容量,我们在协议中采用了LDL的这九个不同的双量子比特纠缠通道。对于每个信道,推导出接收者Bob端的显式统一操作,确保在发送方Alice对她的qutrit进行联合测量并通过经典信道传达结果后,未知qutrit状态的完美恢复,该状态最初由发送方Alice拥有。所提出的框架证实了具有单位保真度的隐形传态,从而将传统的隐形传态方案扩展到量子比特以外的高维系统。这不仅丰富了量子通信的可用工具箱,而且突出了结构化纠缠态在推进量子信息处理方面的效用。研究结果为安全高效的量子网络、高维加密方案和新型量子算法的设计开辟了新的途径,同时为确定性量子隐形传态的实验实现奠定了基础。
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引用次数: 0
Non-Markovian Quantum Noise Modeling in Low-Orbit Environments: Beyond the Lindblad Equation 低轨道环境中的非马尔可夫量子噪声建模:超越Lindblad方程
IF 1.7 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-02-05 DOI: 10.1007/s10773-026-06255-y
Mohammed Amin Zouati, Rachid Bouamrane

Quantum devices flown in Low Earth Orbit (LEO) are exposed to hostile environments where cosmic rays, solar radiation, and long-lived material defects induce temporally correlated noise. In such scenarios, the well-known Markovian Lindblad formalism may be insufficient for correlated noise scenarios, as the memory less bath assumption is broken. In this work, we bridge formal non-Markovian frameworks (Nakajima–Zwanzig and Time-Convolutionless master equations) with an accessible stochastic method based on the Ornstein–Uhlenbeck (OU) process, resulting in a tractable surrogate model of colored noise with finite correlation time. We solve the corresponding stochastic Schrödinger equation and recover reduced dynamics through ensemble averaging. Numerical simulations reveal three characteristic signatures of non-Markovian dynamics: (i) partial protection and revivals of coherence, (ii) trajectory-dependent fluctuations in fidelity, and (iii) information backflow as quantified by the Breuer–Laine–Piilo measure. For the simulated parameters, the OU model extends the effective coherence time by a factor of approximately 1.5 compared to the Markovian case, while maintaining higher fidelity for longer times. These findings indicate both the benefits and challenges of non-Markovian effects for space-based quantum systems. They provide practical insight for quantum communication (e.g. satellite QKD), sensing, and computation in orbit, and suggests non-Markovian noise modeling as a promising approach for designing robust and radiation-hardened quantum technologies in space.

在近地轨道(LEO)飞行的量子器件暴露在恶劣的环境中,其中宇宙射线,太阳辐射和长寿命的材料缺陷会诱发时间相关噪声。在这种情况下,众所周知的马尔可夫林德布莱德形式主义可能不足以适用于相关噪声情况,因为内存较少的假设被打破了。在这项工作中,我们将正式的非马尔可夫框架(Nakajima-Zwanzig和无时间卷积主方程)与基于Ornstein-Uhlenbeck (OU)过程的可访问随机方法连接起来,得到了一个具有有限相关时间的可处理的彩色噪声代理模型。我们求解了相应的随机Schrödinger方程,并通过集合平均恢复了简化的动力学。数值模拟揭示了非马尔可夫动力学的三个特征特征:(i)相干性的部分保护和恢复,(ii)保真度的轨迹依赖波动,以及(iii)由Breuer-Laine-Piilo度量量化的信息回流。对于模拟参数,与马尔可夫模型相比,OU模型将有效相干时间延长了约1.5倍,同时在更长的时间内保持更高的保真度。这些发现表明了非马尔可夫效应对空间量子系统的好处和挑战。他们为量子通信(如卫星QKD)、传感和在轨计算提供了实用的见解,并建议非马尔可夫噪声建模作为一种有希望的方法来设计空间中鲁棒和抗辐射的量子技术。
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引用次数: 0
Density of States for the Sub-Laplacian Operator on Heisenberg Groups Heisenberg群上次拉普拉斯算子的态密度
IF 1.7 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-02-05 DOI: 10.1007/s10773-026-06256-x
Zouhaïr Mouayn

We present a new spectral-theoretic derivation of the density of states ( rho left( lambda right) ) for the sublaplacian operator on the Heisenberg group (mathbb {H}^{n}). Our method exploits a fundamental connection between this operator and the magnetic Laplacian operator in ( mathbb {C}^{n}), linked via a Fourier transform. While the resolvent kernel for the sublaplacian operator is established from a prior work (and whose consistency with Folland’s fundamental solution is a key validation of its form), our core contribution lies in the direct application of the associated spectral density kernel (dE_{lambda }/dlambda ) to obtain (rho left( lambda right) =gamma _{n}lambda ^{n}, gamma _{n}>0) is a constant. This approach provides an independent, (L{{}^2})-spectral alternative to the harmonic analysis techniques used by Strichartz (J. Fourier Anal. Appl. 18, 626–659, 2012) to find the integrated density of states, whose derivative confirms our result. Additionally, we provide a general formula for the integrated density of states of the magnetic Laplacian operator in (mathbb {C}^{n}), extending Nakamura’s one-dimensional result (Nakamura, J. Funct. Anal. 179(1), 136–152, 2001). This work highlights the practical utility of the connection between these two operators, demonstrating that the spectral theory of the Heisenberg sublaplacian operator can be effectively advanced by transferring results from the well-studied context of magnetic Hamiltonians in (mathbb {C} ^{n}).

我们提出了海森堡群(mathbb {H}^{n})上亚拉普拉斯算子的态密度( rho left( lambda right) )的一个新的谱理论推导。我们的方法利用了这个算子和( mathbb {C}^{n})中的磁性拉普拉斯算子之间的基本联系,通过傅里叶变换连接起来。虽然亚placian算子的解析核是根据先前的工作建立的(其与Folland基本解的一致性是对其形式的关键验证),但我们的核心贡献在于直接应用相关的谱密度核(dE_{lambda }/dlambda )来获得(rho left( lambda right) =gamma _{n}lambda ^{n}, gamma _{n}>0)是常数。这种方法提供了一种独立的(L{{}^2}) -谱替代strihartz (J. Fourier Anal)使用的谐波分析技术。appll . 18, 626-659, 2012)求态的积分密度,其导数证实了我们的结果。此外,我们提供了(mathbb {C}^{n})中磁性拉普拉斯算子的态的积分密度的一般公式,扩展了Nakamura的一维结果(Nakamura, J. Funct。植物学报。179(1),136-152,2001)。这项工作强调了这两个算符之间联系的实际效用,表明海森堡次拉普拉斯算符的谱理论可以通过从(mathbb {C} ^{n})中充分研究的磁哈密顿量的背景中转移结果来有效地推进。
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引用次数: 0
Modulation Instability and Diverse Soliton Solutions for the Derivative Resonant Schrödinger Equation with Quadrupled Power-law Nonlinearity 四倍幂律非线性导数共振Schrödinger方程的调制不稳定性和多种孤子解
IF 1.7 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-02-05 DOI: 10.1007/s10773-025-06209-w
Ali Althobaiti, Rahmatullah Ibrahim Nuruddeen, Karim K. Ahmed

This study extends the class of highly nonlinear Schrödinger equations by incorporating the resonant and cubic derivative terms, alongside infusing the quadrupled power-law nonlinearity term. This inclusion of terms is introduced in the present study, in addition to the proposal of an optimal analysis methodology. The modified Kudryashov method is employed for solitonic analysis. Further, the study constructs various sorts of exponential-logarithmic solutions that recast to singular and dark solitonic expressions, in addition to the construction of dissimilar supplementary optical solitons that pave the way for parametric analysis for optimal optical transmission of waves in a nonlinear medium. Remarkably, the reported graphical illustrations, which serve as the basis for the parametric analysis, indicated that the inclusion of the resonant term in the model proliferates the wave dynamics in the medium. At the same time, the incorporation of the cubic derivative term must vanish for the integrability condition to hold. Moreover, various effects have been noted by both the model’s and method’s parameters, besides the provision of the solitons’ stability and modulation instability analyses. In the end, the study recommends further study in the realm of highly nonlinear complex-valued evolution equations with emphasis on the contemporary fields of relevance, like optical communication, quantum field theory, and the design and analysis of fluid and waveguide structures, among others.

本研究通过结合共振和三次导数项,以及注入四倍幂律非线性项,扩展了高度非线性Schrödinger方程的类别。除了提出一种最佳分析方法外,本研究还介绍了这些术语。采用改进的Kudryashov方法进行孤子分析。此外,该研究构建了各种指数-对数解,这些解可以转换为奇异和暗孤子表达式,此外还构建了不同的补充光孤子,为非线性介质中波的最佳光传输的参数分析铺平了道路。值得注意的是,作为参数分析基础的图形插图表明,模型中共振项的加入增加了介质中的波动动力学。同时,为了使可积性条件成立,三次导数项的引入必须消失。此外,除了提供孤子的稳定性和调制不稳定性分析外,还注意到模型和方法参数的各种影响。最后,该研究建议在高度非线性复杂值演化方程领域进一步研究,重点是当代相关领域,如光通信、量子场论、流体和波导结构的设计和分析等。
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引用次数: 0
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International Journal of Theoretical Physics
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