arXivDaily arXiv每日学术速递 周一至周五更新
重置
全部学科分类 1933
2605.22396 2026-05-22 math.DG

Extrinsic characterizations of biconservative surfaces in the $4$-dimensional hyperbolic space

四维双曲空间中双保守曲面的外在刻画

Simona Nistor, Mihaela Rusu

AI总结 本文研究了四维双曲空间中非常数平均曲率(非CMC)且具有平行归一化平均曲率向量场(PNMC)的双保守曲面,通过超曲面模型提供了这些曲面的局部外在描述,并将其分为三种情况,从而完善了四维空间形式中非CMC、PNMC曲面的分类。

Comments 16 pages

详情
AI中文摘要

双保守子流形是生物调和条件的自然放松,对子流形理论具有重要作用。本文研究了四维双曲空间$\mathbb{H}^4$中的非CMC双保守曲面,其归一化平均曲率向量场平行。我们考虑双曲面模型,提供这些曲面的局部外在描述,表明它们由一个位于$\mathbb{H}^4$中 totally geodesic 超曲面$\mathbb{H}^3$中的直导线曲线通过某种法流生成。这种对非CMC、PNMC双保守曲面的外在分类根据某一向量场的类型自然分为三种情况,该向量场可以是非零零向量、类空或类时。结合先前结果,四维空间形式中非CMC、PNMC曲面的分类现已从内在和外在角度完成。

英文摘要

Biconservative submanifolds arise as a natural relaxation of the biharmonic condition and play an important role in the submanifold theory. In this paper, we study non-CMC biconservative surfaces with parallel normalized mean curvature vector field (PNMC surfaces) in the four-dimensional hyperbolic space $\mathbb{H}^4$, for which we consider the hyperboloid model. We provide a local extrinsic description of such surfaces, showing that they are generated by a directrix curve lying in a totally geodesic hypersurface $\mathbb{H}^3$ of $\mathbb{H}^4$, through a certain normal flow. This extrinsic classification of non-CMC, PNMC biconservative surfaces in $\mathbb{H}^4$ splits naturally into three cases according to the type of a certain vector field, which can be non-zero null, spacelike or timelike. Together with the previous results, the classification of non-CMC, PNMC surfaces in four-dimensional space forms is now completed, from intrinsic and extrinsic point of view.

2605.22395 2026-05-22 math.CO

A random version of the Burr-Erdős-Spencer theorem

Burr-Erdős-Spencer定理的一个随机版本

Andrea Freschi, Ryan R. Martin, Andrew Treglown

AI总结 本文研究了随机环境下Burr-Erdős-Spencer定理的扩展,通过证明一个随机版本的定理,推广了Rödl和Ruciński的随机Ramsey定理。

Comments 8 pages, 1 figure

详情
AI中文摘要

Burr, Erdős和Spencer [Transactions of the American Mathematical Society, 1975] 的一个著名结果确定了任何足够大的、由固定图H的不相交副本组成的2色Ramsey数。在本文简短的笔记中,我们证明了该结果的一个随机版本,从而推广了Rödl和Ruciński [Journal of the American Mathematical Society, 1995] 的随机Ramsey定理。

英文摘要

A well-known result of Burr, Erdős and Spencer [Transactions of the American Mathematical Society, 1975] determines the $2$-colour Ramsey number for any sufficiently large collection of vertex-disjoint copies of a fixed graph $H$ without isolated vertices. In this short note we prove a random version of this result, thereby generalising the random Ramsey theorem of Rödl and Ruciński [Journal of the American Mathematical Society, 1995].

2605.22394 2026-05-22 physics.chem-ph

Dynamic electron correlation energy for multireference wavefunction methods from one- and two-electron reduced density matrices

从一电子和两电子简缩密度矩阵出发的多参考波函数方法的动态电子相关能

Michał Hapka, Aleksandra Tucholska, Katarzyna Pernal

AI总结 本文研究了如何通过一电子和两电子简缩密度矩阵从多参考波函数中恢复动态相关性,评估了基于密度泛函理论和纯从头多参考自洽场方法的性能,并发现MC-srPDFT在准确性上表现最佳,但所有基于DFT的方法在处理金属配合物的自旋态能量时均不准确。

详情
AI中文摘要

高效地在强相关系统中恢复动态相关性而不产生高昂的计算成本仍然是量子化学中的核心挑战。本文综述并评估了能够仅从低阶简缩密度矩阵和密度中恢复动态相关性的方法。这些方法最多需要参考波函数的两电子简缩密度矩阵,分为两类:基于密度泛函理论(DFT)的方法和纯从头多参考自洽场(AC)方法。前者包括MC-srDFT,它通过依赖电荷和自旋密度的短程交换相关泛函来恢复动态相关性,以及MC-PDFT和MC-srPDFT,它们使用翻译泛函,还依赖于顶上对密度。在post-CASSCF框架下,我们在相同的计算设置(包括活化空间和基组)下对这些方法进行了直接、头对头的基准测试,针对具有挑战性的多参考问题,包括有机双自由基的单态-三态能隙、激发能和铁配合物的自旋态分裂。在基于DFT的方法中,MC-srPDFT表现最准确,突显了包含顶上对密度的好处。然而,所有考虑的DFT方法在处理金属配合物的自旋态能量时均不可靠。相反,在所有基准集中,线性化AC0方法与或优于更计算昂贵的二阶微扰理论方法。我们讨论这些发现,结合替代公式和现有文献,强调了关键限制,并确定了未来可扩展多参考方法发展的有希望方向。

英文摘要

Efficiently recovering dynamic correlation in strongly correlated systems without incurring prohibitive computational costs remains a central challenge in quantum chemistry. In this Perspective, we review and benchmark methods capable of recovering dynamic correlation for multireference wave functions exclusively from low-order reduced density matrices and densities. These approaches require at most the two-electron reduced density matrix of the reference wave function and fall into two categories: density functional theory (DFT)-based methods and purely ab initio multireference adiabatic connection (AC) methods. The former include MC-srDFT, which recovers dynamic correlation through a short-range exchange-correlation functional depending on the charge and spin densities, as well as MC-PDFT and MC-srPDFT, which employ translated functionals that additionally depend on the on-top pair density. Within the post-CASSCF framework, we perform a direct, head-to-head benchmark of these approaches under identical computational settings (including active spaces and basis sets) against challenging multireference problems, including singlet-triplet gaps in organic biradicals, excitation energies, and spin-state splittings in iron complexes. Among the DFT-based methods, MC-srPDFT emerges as the most accurate, underscoring the benefit of incorporating the on-top pair density. However, all considered DFT-based methods fail to provide reliable spin-state energetics for transition-metal complexes. Conversely, linearized AC0 rivals or outperforms more computationally expensive second-order perturbation theory approaches across all benchmark sets. We discuss these findings in the context of alternative formulations and existing literature, highlighting critical limitations and identifying promising directions for the future development of scalable multireference methods.

2605.22393 2026-05-22 cs.DC

Nf-PEAK: Process-Based Energy Attribution for Nextflow Workflows on Kubernetes Clusters

Nf-PEAK: 基于过程的Nextflow工作流在Kubernetes集群上的能耗归因

Philipp Thamm, Somayeh Mohammadi, Kathleen West, Knut Reinert, Lauritz Thamsen, Ulf Leser

AI总结 本文提出Nf-PEAK方法,用于在Kubernetes集群上对Nextflow工作流中的任务进行基于过程的能耗归因,以提高能耗分析的准确性,特别是在高负载情况下。

Comments Accepted at 2026 IEEE 19th International Conference on Cloud Computing (CLOUD)

详情
AI中文摘要

科学工作流是相互依赖任务的管道。它们越来越多地通过Nextflow等工作流引擎在共享的Kubernetes集群上执行。它们的能耗对成本和可持续性都有影响。有必要单独检查和优化工作流任务,因为它们可以非常异构。然而,在集群上估计任务级能耗是困难的:Intel RAPL计数器只能报告节点级能耗,访问计数器和主机进程信息通常受到限制,并且并发工作负载引入了资源争用和测量噪声。我们提出了Nf-PEAK,一种容器化的方法,用于将CPU包和DRAM能耗归因于单独的过程和Nextflow任务。Nf-PEAK (i) 识别工作流pod,(ii) 通过cgroup元数据将pod映射到主机进程,(iii) 采样RAPL和每进程性能计数器,(iv) 在汇总到任务级别之前应用非线性能耗信用模型。在Kubernetes集群上,我们在受控的共置CPU负载下评估了三个nf-core工作流。Nf-PEAK在隔离运行时达到平均绝对百分比误差为6.6%,当无关工作负载饱和每个节点8个硬件线程时,误差为10.9%,并在2、3、4和8个节点上保持稳定。与最先进的Kubernetes工具Kepler相比,Nf-PEAK在平均误差上更低,特别是在共置负载下。

英文摘要

Scientific workflows are pipelines of interdependent tasks. They are increasingly executed on shared Kubernetes clusters via workflow engines such as Nextflow. Their energy consumption matters for both cost and sustainability. It is necessary to examine and optimize workflow tasks individually, because they can be very heterogeneous. However, estimating task-level energy on clusters is difficult: Intel RAPL counters report only node-level energy, access to counters and host process information is typically restricted, and concurrent workloads introduce resource contention and measurement noise. We present Nf-PEAK, a containerized method to attribute CPU-package and DRAM energy to individual processes and Nextflow tasks. Nf-PEAK (i) identifies workflow pods, (ii) maps pods to host processes via cgroup metadata, (iii) samples RAPL and per-process performance counters, and (iv) applies a non-linear energy-credit model before aggregating results at task level. On a Kubernetes cluster, we evaluate three nf-core workflows under controlled co-located CPU load. Nf-PEAK reaches an average Mean Absolute Percentage Error of 6.6% in isolated runs and 10.9% when an unrelated workload saturates 8 of 32 hardware threads per node, and remains stable across 2, 3, 4, and 8 nodes. Compared to the state-of-the-art Kubernetes tool Kepler, Nf-PEAK yields lower error on average, particularly under co-located load.

2605.22392 2026-05-22 quant-ph

The relative entropy of magic and its nonadditivity

魔法的相对熵及其非可加性

Carolin Deckers, Justus Neumann, Hermann Kampermann, Dagmar Bruß

AI总结 本文研究了魔法态的相对熵,并证明了其在大多数情况下非可加性。

详情
AI中文摘要

在大多数基于稳定器的量子计算方案中,所谓的魔法态是实现非横向量子门的必要资源。通过魔法资源理论,可以分析和量化非稳定器态的生成。相对熵是各种资源理论中使用的度量。对于单个量子比特,我们通过应用已知的相对熵纠缠分析结果,来表征魔法态及其最近的稳定器态,并证明魔法态及其最近的稳定器态围绕稳定器八面体面中心的状态对称排列。对于单量子比特态的张量积,我们证明相对熵的魔法在几乎所有情况下都是非可加的。

英文摘要

In most stabilizer-based quantum computing schemes, so-called magic states are a necessary resource for implementing non-transversal quantum gates. With the resource theory of magic, it is possible to analyze and quantify the generation of the non-stabilizer states. The relative entropy is a measure used in various resource theories. For single qubits, we characterize magic states and their closest stabilizer states by applying analytical results known from the relative entropy of entanglement and show that the magic states and their closest stabilizer states are arranged symmetrically around the states at the centers of the faces of the stabilizer octahedron. For tensor products of single-qubit states, we prove analytically that the relative entropy of magic is nonadditive in almost all cases.

2605.22388 2026-05-22 astro-ph.HE astro-ph.GA

A Weak Fe K$β$ Emission Line in the Broad-Line Radio Galaxy 3C 111 Observed with XRISM: An Ionized Wind Absorption Feature?

3C 111广义线射电星系中观测到的弱Fe Kβ发射线:一个离子风吸收特征?

Kouichi Hagino, Motoki Kino, Lukasz Stawarz, Kenzo Kawamura, Kazuhiro Hada, Hirofumi Noda

AI总结 研究通过XRISM观测3C 111广义线射电星系,发现Fe Kβ发射线强度显著低于预期的Fe Kα线,可能由离子风吸收特征解释,推测出风速为4600 km/s或17200 km/s,风的动能估计在10^41-10^44 erg/s之间,但受吸收体位置不明确的影响较大,风功率小于喷流功率,符合喷流功率大于盘风功率的理论预期。

Comments 10 pages, 6 figures, 2 tables, accepted for publication in ApJ

详情
AI中文摘要

我们报告了对广义线射电星系3C 111的观测结果,使用X射线成像与光谱任务(XRISM)。XRISM/Resolve的前所未有的高光谱分辨率揭示出Fe Kβ发射线显著弱于预期的Fe Kα线。这一特征可能由一个蓝移吸收线从离子风重叠Fe Kβ能量解释。推断出的风速为4600 km s$^{-1}$或17200 km s$^{-1}$,取决于吸收特征是否被识别为Fe XXVI或Fe XXV,当前数据无法区分这两种解释。基于光谱建模,风的动能估计在10$^{41}$-10$^{44}$ erg s$^{-1}$之间,尽管这个估计受主要由于吸收体位置不明确的较大不确定性影响。推断的风功率小于3C 111的喷流功率(约3×10$^{44}$ erg s$^{-1}$),并且大致符合理论预期,即喷流功率超过盘风功率。

英文摘要

We present the results of an observation of the broad-line radio galaxy 3C 111 with the X-Ray Imaging and Spectroscopy Mission (XRISM). The unprecedentedly high spectral resolution of XRISM/Resolve revealed that the Fe K$β$ emission line is significantly weaker than expected from the Fe K$α$ line. This feature may be explained by a blueshifted absorption line from an ionized wind overlapping the Fe K$β$ energy. The inferred outflow velocity is 4600 km s$^{-1}$ or 17200 km s$^{-1}$, depending on whether the absorption feature is identified as Fe XXVI or Fe XXV, with the current data unable to distinguish between the two interpretations. Based on spectral modeling, the kinetic power of the wind is estimated to lie in the range 10$^{41}$-10$^{44}$ erg s$^{-1}$, although this estimate is subject to large uncertainties primarily due to the poorly constrained location of the absorber. The inferred wind power is smaller than the jet power of 3C 111 ($\sim 3\times 10^{44}$ erg s$^{-1}$), and is broadly consistent with theoretical expectations that the jet power exceeds that of disk winds.

2605.22386 2026-05-22 quant-ph cond-mat.mes-hall

Factorization rule for multitime correlations in non-Markovian open quantum systems

非马尔可夫开放量子系统中多时间相关函数的因子规则

Thomas K. Bracht, Moritz Cygorek

AI总结 本文提出了一种精确的因子规则,用于非马尔可夫开放量子系统中的多时间相关函数,该规则将高阶多时间相关函数与低阶相关函数的乘积联系起来,从而在有限记忆时间下有效重建多时间相关函数,提高了数值计算的效率。

Comments 7 pages, 3 figures

详情
AI中文摘要

在量子系统中进行的实验经常测量多时间相关函数。当量子系统弱耦合到其环境时,此类相关函数的时间演化可通过量子回归定理(QRT)归结为减少的密度矩阵的时间演化。虽然一般非马尔可夫开放量子系统没有可用的QRT,但本文表明,对于时间不变的哈密顿量和有限的记忆时间τ_c,存在一个精确的因子规则,将高阶多时间相关函数与低阶相关函数的乘积联系起来。因此,所有重建n时间相关函数所需的信息都包含在时间体积O(τ_c^n)中。在量子点耦合到声子的例子中,证明了该因子规则使多时间相关函数的数值计算变得极其高效,甚至在标准QRT失效的系统中也能实现半解析解。

英文摘要

Experiments performed on quantum systems often measure multitime correlation functions. When quantum systems are weakly coupled to their environment, the time evolution of such correlation functions can be reduced to that of the reduced density matrix by the quantum regression theorem (QRT). While no QRT is available for general non-Markovian open quantum systems, we show that for time-independent Hamiltonians and finite memory times $τ_c$, an exact factorization rule exists that relates higher-order multitime correlations to products of lower-order correlations. Consequently, all information needed to reconstruct $n$-time correlations is contained in a temporal volume of $\mathcal{O}(τ_c^n)$. On the example of quantum dots coupled to phonons, we demonstrate that this factorization makes numerical calculations of multitime correlations extremely efficient and even enables semianalytical solutions in systems where the standard QRT breaks down.

2605.22384 2026-05-22 eess.SP

Experimental Comparison of Local and Over-the-Air Phase Calibration for MIMO Arrays

MIMO阵列中局部和空中相位校准的实验比较

Carl Collmann, Ahmad Nimr, Gerhard Fettweis

AI总结 本文通过实验比较了MIMO阵列中局部和空中相位校准方法,研究了硬件失真对通信性能和信道估计精度的影响,发现局部校准在相位稳定性方面更优,而空中校准在不需要额外硬件的情况下对多径效应更敏感。

Comments 6 pages, 6 figures, 2 tables

详情
AI中文摘要

通信性能和MIMO系统中的信道估计精度已知受到硬件失真的限制。具体来说,相位失真,如相位噪声,使实时相干传输成为一项具有挑战性的任务。虽然相位失真补偿通常在接收端进行,但实现发射端相干传输的实用方法仍不明确。已建立的MIMO系统空中校准方法面临诸多限制,例如对相位稳定性假设和准确信道知识的假设。在本工作中,通过在完全数字USRP X310软件定义收发器上对实时局部相位校准方法与空中校准进行实验比较。使用RMS周期到周期抖动作为指标,表明对于低和高同步信号带宽,两种方法都能有效消除相位漂移并白化相位噪声。局部校准实现了更高的相位稳定性,并且与信道无关,而空中校准不需要额外硬件,但对多径效应和信道引起的失真更敏感。基于测量结果讨论了实际部署的权衡。

英文摘要

Communication performance and channel estimation accuracy in MIMO systems are known to be limited by hardware impairments. Specifically, the presence of phase impairments, such as phase noise, makes real-time coherent transmission a challenging task. While phase impairment compensation is typically performed at the receiver, practical methods for enabling coherent transmission at the transmitter side remain underexplored. Established methods for OTA calibration of MIMO systems face several limitations such as assumptions of phase stationarity and accurate channel knowledge. In this work, a real-time local phase calibration method is experimentally compared with OTA calibration on a fully digital array of USRP X310 software-defined radios. Using RMS cycle-to-cycle jitter as a metric, it is shown that for low and high synchronization signal bandwidths, both approaches effectively eliminate phase drift and whiten the phase noise. Local calibration achieves higher phase stability and is channel-independent, whereas OTA calibration requires no additional hardware but is sensitive to multipath effects and channel-induced impairments. Practical deployment trade-offs are discussed based on the measurement results.

2605.22383 2026-05-22 cond-mat.stat-mech math-ph math.MP

Aggregation-Fragmentation Processes with Broken Detailed Balance

聚合-破碎过程与破除详平衡

P. L. Krapivsky

AI总结 本文研究了聚合-破碎过程,其中簇对可以聚合,每个簇可以分裂成两个碎片。当聚合和破碎速率不依赖于质量时,详平衡不成立,但可以通过拉普拉斯变换的精确解推导出非平衡稳态。对于聚合速率恒定但破碎速率按质量的β次方变化的模型,详平衡仅在β=1时成立。在这一可解情况之外,作者采用渐近方法,证明当β≥0时,稳态与质量无关(β=0)的模型相似。当β<0时,会发生瞬时破碎转变,伴随连续质量损失。

Comments 14 pages, 2 figures

详情
AI中文摘要

我们研究了聚合-破碎过程,其中簇对可以聚合,而每个簇可以分裂成两个碎片。如果聚合和破碎的速率不依赖于质量,详平衡不成立,但可以通过拉普拉斯变换的精确解推导出非平衡稳态。对于聚合速率恒定但破碎速率按质量的β次方变化的模型,详平衡仅在β=1时成立。在这一可解情况之外,我们采用渐近方法,证明当β≥0时,稳态与质量无关(β=0)的模型相似。当β<0时,会发生瞬时破碎转变,伴随连续质量损失。

英文摘要

We study aggregation-fragmentation processes in which pairs of clusters can aggregate, and each cluster can break into two fragments. If the rates of aggregation and fragmentation do not depend on the masses, detailed balance does not hold, but nonequilibrium steady states can still be deduced from an exact solution for the Laplace transform. For models in which aggregation rates remain constant but fragmentation rates scale as $(\text{mass})^β$, detailed balance holds only when $β=1$. Away from this solvable case, we employ asymptotic techniques and show that when $β\geq 0$, the steady states share similarities with those from the mass-independent ($β=0$) model. An instantaneous shattering transition with continuous mass loss occurs when $β<0$.

2605.22382 2026-05-22 cond-mat.mtrl-sci cond-mat.other

Antiferromagnetic Ordering Enhanced Magnetic Damping in Mn2Au/CoFeB Bilayers

反铁磁序增强的Mn2Au/CoFeB双层磁阻尼

Donghang Xie, Haozhe Wang, Zhe Zhang, Zishuang Li, Jiahua Lu, Ronghua Liu, Jun Du, Bo Liu, Yu Yan, Liang He, Jing Wu, Rong Zhang, Bo Liu, Tiejun Zhou, Yongbing Xu, Xuezhong Ruan

AI总结 研究通过铁磁共振探讨了反铁磁体Mn2Au/CoFeB双层的磁动力学,发现反铁磁序增强了CoFeB层的磁阻尼系数α,并揭示了反铁磁-铁磁交换耦合在其中的作用。

Comments 19 pages, 10 figures

详情
AI中文摘要

反铁磁体(AFMs)由于对外部磁场不敏感且没有杂散磁场,被认为在磁性电子器件中有重要潜力。除了这些固有优势外,AFM可以操控AFM/FM双层中铁磁体(FM)层的磁动力学,但其机制仍存在争议。在此,我们通过铁磁共振(FMR)研究了AFM/FM Mn2Au/CoFeB双层的磁动力学。发现2纳米厚的Mn2Au的尼尔温度仅为约40 K,与体相Mn2Au的超过1000 K形成鲜明对比。在Mn2Au(2 nm)/CoFeB(4 nm)双层中,当温度从160 K降至10 K时,CoFeB层的磁阻尼系数α从0.013增加到0.047,同时交换耦合场H_rot同步增加。这种α的增加归因于通过Mn2Au与CoFeB之间的反铁磁-铁磁交换耦合增强的CoFeB到Mn2Au的自旋角动量转移,而这种增强随着温度降低而由Mn2Au的反铁磁序实现。本研究为AFM/FM动力学和磁性存储技术提供了更深入的理解。

英文摘要

Antiferromagnets (AFMs) hold significant potential for spintronic devices owing to their insensitivity to external magnetic fields and the absence of stray fields. Beyond these inherent advantages, an AFM can manipulate the magnetic dynamics of a ferromagnet (FM) layer in AFM/FM bilayers, whereas the mechanism of such manipulation remains controversial. Here, we investigate the magnetic dynamics of AFM/FM Mn2Au/CoFeB bilayers via Ferromagnetic Resonance (FMR). It is found that the Néel temperature of 2-nm-thick Mn2Au is as low as ~40 K, in sharp contrast to that of bulk Mn2Au, which exceeds 1000 K. In the Mn2Au(2 nm)/CoFeB(4 nm) bilayer, the magnetic damping $α$ of the CoFeB layer increases from 0.013 to 0.047 as temperature decreases from 160 K to 10 K, accompanied by a synchronous increase in the exchange coupling field H_rot. Such an increase in $α$ is attributed to the enhanced spin angular momentum transfer from CoFeB to Mn2Au, mediated through AFM-FM exchange coupling between Mn2Au and CoFeB, which is enhanced by the Mn2Au antiferromagnetic ordering as the temperature decreases. Our study provides deeper insights into AFM/FM dynamics and spintronic storage technology.

2605.22381 2026-05-22 physics.app-ph

A Solid-state Sub-nm Pore for Single-mer Resolution Sequencing

一种固态亚纳米孔用于单分子分辨率测序

Jianxin Yang, Dehua Hu, Wu Yuan, Tianle Pan, Ho-Pui Ho

AI总结 本文提出了一种固态亚纳米孔用于单分子分辨率测序,通过亚纳米硅孔作为电极检测跨氧化层的位移电流,实现了亚1纳米空间分辨率和高达15的信噪比,能够直接识别单链DNA中的单个碱基和肽中的单个氨基酸,且在无共识计算校正的情况下,测序准确性超过98.5%和95.5%。

详情
AI中文摘要

纳米孔测序的准确性本质上受到单个分子传输事件数据质量的限制,需要超越传统合成测序方法的进步。我们介绍了一种氧化金字塔亚纳米孔(OPSP),集成在三终端传感平台上,其中亚纳米硅孔作为电极,通过氧化层内的反离子迁移在电双层中诱导位移电流。该平台实现了亚1纳米的空间分辨率和高达15的信噪比(SNR)用于生物聚合物测序,能够直接识别单链DNA中的单个碱基和肽中的单个氨基酸,测序原始读取准确性分别超过98.5%和95.5%,无需基于共识的计算校正。OPSP表现出高酸耐受性、在不同化学环境中可重复使用以及在超过六个月的操作稳定性。本工作确立了OPSP作为耐用、高精度的单分子分辨率测序平台,定义了下一代测序技术的可靠和稳健的范式。

英文摘要

Nanopore sequencing accuracy is inherently limited by the quality of data from individual molecular translocation events, requiring advances beyond traditional sequencing-by-synthesis methods. We introduce an oxidized pyramidal sub-nm pore (OPSP) integrated in a threeterminal sensing platform, where the sub-nm silicon pore functions as an electrode for detecting displacement currents across an oxide barrier, induced by counter-ion migration within the electric double layer. This platform achieves sub-1-nm-scale spatial resolution and a signal-tonoise ratio (SNR) up to 15 for biopolymer sequencing, enabling direct identification of individual bases in single-stranded DNA and single amino acids in peptides, with raw-read accuracies exceeding 98.5% and 95.5%, respectively, without consensus-based computational correction. The OPSP demonstrates high acid tolerance, reusability in varied chemical environments, and operational stability for over six months. This work establishes OPSP as a durable, high-accuracy platform for single-mer resolution sequencing, defining a reliable and robust paradigm for next-generation sequencing technologies.

2605.22375 2026-05-22 cond-mat.quant-gas

Multipolar exchange in a many-body homonuclear mixture of atoms in different internal states

多极交换在不同内部态的多体同核混合物中的研究

M. Bulakhov, A. S. Peletminskii, Yu. V. Slyusarenko

AI总结 本文提出了一种构建多体哈密顿量的方法,用于描述处于不同总角动量或其他量子数态的同核原子混合物。该方法通过不可约球张量运算符形式展示了多极交换相互作用的物理结构,涵盖了所有散射通道,并提供了通用框架以研究玻色子和费米子原子气体中的广泛量子多体现象。

Comments 18 pages, 1 figure

详情
AI中文摘要

我们开发了一种通用方法,用于构建描述处于不同总角动量或其他量子数态的同核原子混合物的多体哈密顿量。不可约球张量运算符形式的优势得到展示:这些运算符给哈密顿量赋予了明确的物理结构,涵盖了所有散射通道,并包含了多极交换相互作用。后者对应于角动量投影和总角动量的交换。此外,还分析了广泛应用于超冷气体物理中的通用哈密顿量的具体实现。所得到的哈密顿量为研究玻色子和费米子原子气体中的广泛量子多体现象提供了通用框架。

英文摘要

We develop a general method for constructing the many-body Hamiltonian of pairwise interactions describing homonuclear mixtures of atoms occupying states with different total angular momenta or other quantum numbers. The advantage of the irreducible spherical tensor operator formalism is demonstrated: these operators give the Hamiltonian an explicit physical structure, account for all scattering channels, and include multipolar exchange interactions. The latter correspond to the exchange of both angular-momentum projections and the total angular momentum. Particular realizations of the general Hamiltonian, widely used in the physics of ultracold gases, are also analyzed. The resulting Hamiltonian provides a universal framework for investigating a broad range of quantum many-body phenomena in bosonic and fermionic atomic gases.

2605.22374 2026-05-22 cs.NE stat.ML

Guiding Multi-Objective Genetic Programming with Description Length Improves Symbolic Regression Solutions

用描述长度引导多目标遗传编程以改进符号回归解

Gabriel Kronberger, Fabricio Olivetti de Franca, Deaglan J. Bartlett, Harry Desmond, Pedro G. Ferreira

AI总结 本文研究了如何利用描述长度(DL)和分数贝叶斯因子(FBF)作为数据高效的方法,替代启发式方法来选择泛化性好的紧凑表达式,从而改进符号回归的解决方案。

详情
AI中文摘要

符号回归与遗传编程(GPSR)可能会因过拟合和结构膨胀而出现问题,特别是在存在噪声的情况下。本文评估了描述长度(DL)和分数贝叶斯因子(FBF)作为原则性、数据高效的选择紧凑表达式的方法,以替代启发式方法。我们实现了基于信息论的参数编码的DL,并在多个数据集上将其与AIC和BIC进行比较,包括有噪声的合成基准和现实世界回归问题。我们研究了三种搜索/选择策略:(i)以准确性和程序长度进行多目标搜索后进行DL/FBF选择;(ii)直接使用DL作为多目标搜索的目标;(iii)单目标优化中使用DL/FBF作为适应度函数。在多个数据集中发现,DL/FBF后选择比AIC/BIC基线测试性能更好,而BIC结合DL/FBF相同的函数复杂度惩罚产生相似结果。相反,使用DL/FBF作为单目标GPSR的适应度函数经常导致过早收敛到过于简单的模型。我们最后给出了在遗传编程工作中使用DL/FBF作为稳健模型选择工具的实践指导。

英文摘要

Symbolic regression with genetic programming (GPSR) may suffer from overfitting and structural bloat, especially when noise is present. In this paper we evaluate description length (DL) and fractional Bayes factor (FBF) criteria as principled, data-efficient alternatives to heuristics for selecting compact expressions that generalise well. We implement DL using a Fisher-information-based parameter encoding and compare it to AIC and BIC across multiple datasets, including noisy synthetic benchmarks and real-world regression problems. We study three search/selection strategies: (i) multi-objective search for accuracy and program length followed by DL/FBF selection; (ii) multi-objective search using DL directly as an objective; and (iii) single-objective optimisation with DL/FBF as the fitness. Across datasets we find that DL/FBF post-selection improves test performance compared to AIC/BIC baseline and that BIC in combination with the same function complexity penalty from DL/FBF produces similar results. In contrast, using DL/FBF directly as a fitness function in single-objective GPSR frequently induces premature convergence to overly simple models. We conclude with practical guidance for using DL/FBF as robust model-selection tools in genetic programming workflows.

2605.22371 2026-05-22 math.NT

The distribution of semi-integral points on a class of singular cubic hypersurfaces

半整点在某一类奇异立方超曲面上的分布

Haruki Ito

AI总结 本文研究了某一类奇异立方超曲面上半整点的计数函数渐进行为,并证明该渐进行为与Manin猜想在a-不变量和b-不变量上的预测一致。

详情
AI中文摘要

设k为正整数,令X_k由方程x³-(y₁²+⋯+y_{4k}²)z=0定义。本文给出了X_k上半整点计数函数的渐进行为。我们还证明该渐进行为与Manin猜想在a-不变量和b-不变量上的预测一致。

英文摘要

Let $k$ be a positive integer and let $X_k$ be the cubic hypersurface defined by the equation $x^3-(y_1^2+\cdots+y_{4k}^2)z=0$. In this paper, we give an asymptotic formula for the counting function of semi-integral points on $X_k$. We also prove that this asymptotic formula agrees with Manin's conjecture for $\mathcal{M}$-points \cite[Conjecture~1.4]{Moe26a} on the $a$-invariant and the $b$-invariant.

2605.22370 2026-05-22 cond-mat.mtrl-sci cond-mat.mes-hall

Generation of an anomalous linearly dispersing spin-polarized band in Bi-based topological insulators

在Bi基拓扑绝缘体中生成异常线性散射的自旋极化带

Matthias Kronseder, Thomas Mayer, Jan Minár, Magdalena Marganska, Hedwig Werner, Florian Schmid, Rebeca Diaz-Pardo, Ivana Vobornik, Jun Fuji, Cornelia Streeck, Alexander Gottwald, Hendrik Kaser, Bernd Kästner, Christian H. Back

AI总结 该研究通过软Ar离子轰击后退火在Bi基拓扑绝缘体薄片中生成异常线性散射的自旋极化带,发现该带在Γ点具有高达650 meV的能量范围,并与常规拓扑表面态具有相反的自旋-动量锁合性。

详情
AI中文摘要

我们报告了在Bi基拓扑绝缘体(TI)薄片中通过软Ar离子轰击后退火生成异常线性散射、自旋极化的带。该额外带——我们称之为异常线性散射态(ALS)——叠加在常规带结构上,包括拓扑表面态(TSS),在Γ点覆盖了异常大的能量范围,最高达约650 meV,并出现在费米能级附近。自旋分辨测量表明其具有与常规TSS相反的自旋-动量锁合性。ALS的费米速度v_F = (5.1±0.4)×10^5 m/s与常规TSS的费米速度(5.3±0.5)×10^5 m/s难以区分。该观察结果在不同厚度的样品中可重复,并在两个独立的同步辐射设施中得到验证。我们讨论了观测到的ALS的物理起源的不同机制,包括溅射诱导的TSS迁移、通过例如硫化物去除形成的双层结构以及高阶表面迁移。

英文摘要

We report the generation of an anomalous linearly dispersing, spin-polarized band in Bi-based topological insulator (TI) thin films, induced by soft Ar-ion bombardment followed by annealing. This extra band -- which we call the anomalous linearly dispersing state (ALS) -- is superimposed on the regular band structure including the topological surface state (TSS), spans an unusually large energetic range of up to ${\sim}\,\SI{650}{\milli\electronvolt}$ at the $Γ$-point, and appears near the Fermi energy. Spin-resolved measurements indicate spin-momentum locking with a helicity \emph{opposite} to that of the regular TSS. The Fermi velocity of the ALS, $v_\mathrm{F} = (5.1\pm 0.4)\times 10^{5}\,\frac m s$, is indistinguishable from that of the regular TSS, $(5.3\pm 0.5)\times 10^{5}\,\frac m s$. The observation is reproducible across samples of varying thickness and was confirmed at two independent synchrotron radiation facilities. We discuss different mechanisms for the physical origin of the observed ALS including sputtering-induced TSS relocation, bi-layer formation by,e.g., chalcogen removal, and high-index surface relocation.

2605.22369 2026-05-22 cond-mat.mtrl-sci

Improvement of piezocatalytic performance of Na0.5Bi0.5TiO3 perovskite using K doping for efficient Rhodamine B degradation

通过K掺杂改进Na0.5Bi0.5TiO3钙钛矿的压电催化性能以高效降解罗丹明B

Salma Ayadh, Salma Touili, Mbarek Amjoud, Daoud Mezzane, Mohamed Goune, Jaafar Ghanbaja, Manal Benyoussef, Hana Ursic, Nejc Suban, Mustapha Raihane, Zdravko Kutnjak, Mimoun El Marssi

AI总结 本研究通过K掺杂改进Na0.5Bi0.5TiO3钙钛矿的压电催化性能,以在超声波下高效降解有机染料罗丹明B,发现最佳K掺杂比例NK15BT在90分钟内实现完全压电降解,降解速率是未掺杂样品的8倍,主要归因于MPB的存在、颗粒尺寸减小、最佳带隙和高晶格应变的协同效应。

详情
AI中文摘要

压电催化基于催化剂的压电性质,打破机械能与化学能之间的壁垒。它描述了利用压电性诱导的电荷来协助典型化学过程的同时收集各种形式的机械绿色能量。压电催化性能主要由材料的压电性质决定。本工作旨在评估和分析钾掺杂的钠铋钛酸盐Na0.5-xKxBi0.5TiO3(简称NKxBT,0, 0.15, 0.20, 和 0.25)作为压电催化剂在超声波下降解有机染料罗丹明B(RhB)的潜力。通过溶胶-凝胶自燃烧法合成了NKxBT纳米粉体。耦合的结构分析揭示了最佳NK15BT组分中存在中间形态相边界(MPB,其中两个相共存)。压电催化降解结果表明,仅在90分钟内实现了完全压电降解,降解速率是未掺杂NK0BT的8倍。增强的压电催化活性来源于MPB存在、颗粒尺寸减小、最佳带隙和高晶格应变的协同效应。NK15BT样品也表现出良好的可重复使用性和良好的矿化。

英文摘要

Piezocatalysis, based on the piezoelectric properties of catalysts, breaks down the barrier between mechanical energy and chemical energy. It describes the use of charges induced by piezoelectricity to assist typical chemical processes while harvesting various forms of mechanical green energy. The performance of piezocatalysis is predominantly governed by the piezoelectric properties of materials. The main aim of this work is to evaluate and analyze the potential of potassium doped sodium bismuth titanate Na0.5-xKxBi0.5TiO3 abbreviated as NKxBT (0, 0.15, 0.20, and 0.25), as a piezocatalyst in the degradation of the organic dye Rhodamine B RhB under ultrasonic vibration. The synthesis of NKxBT nanopowders was conducted using the sol-gel autocombustion method. Coupled structural analysis reveals the presence of an intermediate Morphotropic Phase Boundary (MPB, where two phases coexist) in the optimal NK15BT composition. The piezocatalytic degradation results showed a total piezo-degradation in only 90 min and a rate constant 8 times higher than the undoped NK0BT. The enhanced piezocatalytic activity results from a synergistic effect of MPB presence, reduced particle size, optimal bandgap and high lattice strain. The NK15BT sample also demonstrated good reusability and good mineralization.

2605.22367 2026-05-22 physics.chem-ph physics.atm-clus

Benchmarking machine-learned interatomic potentials for molecular infrared spectroscopy

对分子红外光谱的机器学习互原子势的基准测试

Nitik Bhatia, Ondrej Krejci, Patrick Rinke

AI总结 本文研究了五种消息传递神经网络架构在预测小有机分子红外光谱中的性能,评估了它们在计算效率、准确性和鲁棒性方面的表现,并比较了不同模型在转移能力和谱准确性上的差异。

Comments 20 pages, 3 figures, 7 tables

详情
AI中文摘要

机器学习已通过使开发出的互原子势在计算上高效且高度准确而改变了原子模拟领域。这些进步使分子振动建模和预测红外光谱成为可能,其精度接近从头计算,但计算成本仅为一小部分。在这些方法中,消息传递神经网络(MPNN)已成为表示复杂原子相互作用的特别强大的模型类别。在本研究中,我们对五种MPNN架构(SchNet、FieldSchNet、SO3Net、PaiNN和MACE)进行基准测试,以预测小有机分子的红外光谱。SchNet和FieldSchNet是不变模型,而SO3Net、PaiNN和MACE是等变的,明确考虑了分子表示中的旋转对称性。我们评估了它们在计算效率、准确性和鲁棒性方面的性能。所有模型都能准确预测用于红外光谱计算所需的性质,如能量、力和偶极矩。它们还能够以高保真度捕捉分子动力学中分子的谐振频率和红外光谱。然而,SchNet和FieldSchNet在未见系统中转移性有限,而SO3Net、PaiNN和MACE则更具泛化能力。在计算效率方面,SchNet最高效,FieldSchNet能够实现场依赖响应建模但成本更高。PaiNN在准确性和效率之间取得了最佳平衡,MACE提供了最高谱准确性和转移性,而SO3Net的性能介于PaiNN和MACE之间。

英文摘要

Machine learning has transformed the field of atomistic simulations by enabling the development of interatomic potentials that are computationally efficient and highly accurate. These advances have opened the door to modeling molecular vibrations and predicting infrared spectra with near ab-initio accuracy at a fraction of the computational cost. Among these approaches, message-passing neural networks (MPNNs) have emerged as a particularly powerful class of models for representing complex atomic interactions. In this study, we benchmark five MPNN architectures, SchNet, FieldSchNet, SO3Net, PaiNN, and MACE, for predicting infrared spectra of small organic molecules. SchNet and FieldSchNet are invariant models, while SO3Net, PaiNN, and MACE are equivariant, explicitly accounting for rotational symmetries in molecular representations. We evaluate their performance in terms of computational efficiency, accuracy, and robustness. All models accurately predict properties, such as energies, forces, and dipole moments, required for infrared spectra calculations. They also capture harmonic frequencies and infrared spectra derived from molecular dynamics with high fidelity for molecules in the training set. However, SchNet and FieldSchNet show limited transferability to unseen systems, while SO3Net, PaiNN, and MACE generalize more effectively. In terms of computational efficiency, SchNet is the most efficient and FieldSchNet enables field-dependent response modeling but with higher cost. PaiNN achieves the best balance between accuracy and efficiency, MACE provides the highest spectral accuracy and transferability, and SO3Net performs between PaiNN and MACE.

2605.22362 2026-05-22 astro-ph.CO gr-qc hep-th

Constraining Spatial Curvature with Priors from Swampland Conjectures

利用Swampland猜想先验约束空间曲率

Simran Arora, Hun Jang, Shinji Mukohyama

AI总结 本文研究了基于弦理论的先验约束,探讨了具有指数势能的本质暗能量模型在非零空间曲率下的宇宙学演化,并通过贝叶斯推断分析了Swampland先验对宇宙学参数的影响。

Comments 24 pages, 3 figures

详情
AI中文摘要

我们研究了一个基于弦理论的理论先验,针对具有指数势能$V(ϕ) = V_0 e^{-λϕ}$的本质暗能量模型,允许存在非零空间曲率。首先,我们建立了相应的动力学系统并数值研究其宇宙学演化,展示了相空间行为和曲率对背景动力学的影响。在开放宇宙($Ω_k > 0$)中,有研究表明与曲率相关的固定点可能支持加速膨胀,即使对于与Swampland考虑相容的较陡势能。接下来,我们明确地将Swampland动机的先验施加到斜率参数$λ$上,将其限制在与de Sitter猜想相容的值范围内,该猜想排除了(弯曲的)$Λ$CDM极限。此外,我们限制我们的考虑范围在与Swampland距离猜想相容的场运动范围内。我们的主要兴趣是这样的理论动机先验可能如何改变由观测数据推断出的宇宙学参数的值,与基于无理论偏见先验(如足够宽的平坦先验)的标准分析相比。我们利用Planck CMB数据、DESI BAO测量和最近的Ia型超新星样本,结合贝叶斯推断分析模型参数。我们的分析表明,Swampland动机的先验对$Ω_k$的值产生轻微影响。

英文摘要

We study a string-motivated theoretical prior on the quintessential dark energy model with exponential potential, \( V(ϕ) = V_0 e^{-λϕ} \), allowing for non-zero spatial curvature. First, we formulate the corresponding dynamical system and investigate its cosmological evolution numerically, illustrating the phase-space behaviour and the influence of curvature on the background dynamics. In open universes (\( Ω_k > 0 \)), it has been suggested that a curvature-related fixed point may support accelerated expansion even for relatively steep potentials compatible with swampland considerations. Next, we explicitly impose swampland-motivated priors on the slope parameter $λ$, restricting it to values consistent with the de Sitter conjecture that excludes the (curved) $Λ$CDM limit. Furthermore, we restrict our considerations to the range of field excursion that is consistent with the swampland distance conjecture. Our primary interest is the possibility that such theoretically-motivated priors may shift values of cosmological parameters inferred by observational data, compared with the standard analysis based on theory-agnostic priors such as a sufficiently wide flat prior. We examine this possibility using a combination of Planck CMB data, DESI BAO measurements, and recent Type Ia supernova samples, performing a Bayesian inference of the model parameters. Our analysis indicates that the swampland-motivated prior mildly shifts the values of $Ω_k$.

2605.22361 2026-05-22 eess.SP

Propagation-Consistent Wireless Environment Digital Twin Construction Under Sparse Measurements

基于稀疏测量的无线环境数字孪生构建:传播一致性

Junjie Ai, Shurui Xu, Yanqing Ren, Zhuoyu Liu, Weicong Chen, Wankai Tang, Xiao Li, Chao-Kai Wen, Shi Jin

AI总结 本文提出了一种无线环境数字孪生(WEDT)构建方法,通过校准场景级电磁特性场,将重建的几何数字孪生转化为传播一致的无线环境表示,实现了从稀疏测量到密集概率监督的转换,并展示了其在不同场景下的有效性。

Comments This work has been submitted to the IEEE for possible publication

详情
AI中文摘要

数字孪生(DTs)在无线部署、优化和数据生成中具有潜力,但从稀疏真实测量中构建传播忠实的孪生仍然具有挑战性。本文提出了一种无线环境数字孪生(WEDT)构建范式,通过校准场景级电磁(EM)属性场,将重建的几何DT转化为传播一致的无线环境表示。该方法首先构建了一个基于几何先验的贝叶斯信道图(BCM),将稀疏位置标记的信道状态信息(CSI)转换为密集的概率监督并估计不确定性。然后,将可学习的EM属性场嵌入到可微射线追踪(RT)基于的信道计算中,从而通过显式的传播链进行校准。在公共和现实场景中的实验表明,WEDT实现了准确的信道预测,能够泛化到未见的收发器拓扑,并在不同采样条件下保持有效性。WEDT还提供了用于材料相关环境感知、更可靠的物理层规划以及更高质量的无线AI合成数据生成的用途。这些结果展示了所提出范式在构建传播一致的WEDT及其相关无线应用中的价值。

英文摘要

Digital twins (DTs) are promising for wireless deployment, optimization, and data generation, but building a propagation-faithful twin from sparse real measurements remains difficult. This paper proposes a wireless environment digital twin (WEDT) construction paradigm that evolves a reconstructed geometric DT into a propagation-consistent wireless environment representation through calibration of a scene-level electromagnetic (EM) property field. Instead of directly fitting link-specific channel responses, the proposed paradigm first constructs a geometry-prior Bayesian channel map (BCM) to convert sparse position-labeled channel state information (CSI) into dense probabilistic supervision with uncertainty estimates. It then embeds the learnable EM property field into differentiable ray tracing (RT) based channel computation, thereby enabling calibration through an explicit propagation chain. Experiments in both public and real-world scenes show that WEDT achieves accurate channel prediction, generalizes to unseen transceiver topologies, and remains effective across different sampling conditions. WEDT also offers utility for material-related environment sensing, more reliable physical-layer planning, and higher-quality synthetic data generation for wireless AI. These results demonstrate the value of the proposed paradigm for propagation-consistent WEDT construction and related wireless applications.

2605.22360 2026-05-22 eess.SP cs.SY eess.SY

Low-Complexity Tensor Beamforming for RIS-Aided Multiuser Multistream MIMO Systems

低复杂度张量波束成形用于RIS辅助多用户多流MIMO系统

Bruno Sokal, André L. F. de Almeida, Martin Haardt

AI总结 本文提出了一种低复杂度的张量波束成形方法,用于RIS辅助的多用户多流MIMO系统,通过张量投影优化接收组合器、用户预编码器和RIS相位向量,以降低计算复杂度并提高大规模RIS的性能。

Comments 5 pages, 3 figures,

详情
AI中文摘要

我们针对具有联合检测的上行RIS辅助多用户多流MIMO系统,解决联合主动和被动波束成形问题。通过三阶复合通道张量,将接收组合器、块对角用户预编码器和RIS相位向量的耦合设计进行建模。利用这种多线性结构,我们提出了一种多流张量交替优化方法,通过低维张量投影来更新组合器、用户预编码器和RIS系数。仿真结果表明,所提方法在降低计算复杂度并提高大规模RIS扩展性能方面优于多启动交替优化基准。

英文摘要

We address joint active and passive beamforming for uplink RIS-assisted multi-user multi-stream MIMO systems with joint detection. The coupled design of the receive combiner, block-diagonal user precoders, and RIS phase vector is formulated through a third-order composite channel tensor. Exploiting this multilinear structure, we propose a multi-stream tensor alternating optimization method that updates the combiner, user precoders, and RIS coefficients via low-dimensional tensor projections. Simulations show that the proposed method approaches a multi-start alternating-optimization benchmark while reducing computational complexity and improving large-RIS scaling.

2605.22358 2026-05-22 cs.IR

Integrating Chain-of-Thought into Generative Retrieval: A Preliminary Study

将链式思维整合到生成检索中:一项初步研究

Wenhao Zhang, Ruihao Yu, Yi Bai, Zhumin Chen, Pengjie Ren

AI总结 本文提出ThinkGR框架,通过将链式思维与文档ID生成相结合,提升生成检索在复杂查询中的表现,实验表明其在多跳检索基准上平均提升6.86%。

Comments This work was initially submitted to kdd 2026 in August 2025

详情
AI中文摘要

尽管生成检索(GR)在标准检索基准上表现竞争力,但现有方法直接将查询映射到文档标识符(docids)而没有中间推理,限制了其在需要多步骤推理的复杂查询中的有效性。作为将链式思维(CoT)整合到生成检索的初步研究,我们提出ThinkGR,一个统一框架,将CoT与docid生成交织,使单个生成过程中实现迭代思考和检索。为弥合自由形式思维生成与结构化检索目标之间的差距,我们设计了(1)一种混合解码策略,动态切换于无约束的思维生成和受约束的docid解码,以及(2)一种两阶段训练方法,首先通过监督微调对齐思维-检索模式,然后通过检索基础强化学习优化思维质量。在四个多跳检索基准上的实验表明,ThinkGR在平均提升6.86%的情况下实现了最先进的性能。我们的工作为通过显式推理能力增强生成检索开辟了新途径,对需要复杂推理的检索任务具有有前途的启示。

英文摘要

While generative retrieval (GR) demonstrates competitive performance on standard retrieval benchmarks, existing approaches directly map queries to document identifiers (docids) without intermediate deliberation, limiting their effectiveness for complex queries that require multi-step reasoning. As a preliminary study on integrating chain-of-thought (CoT) into generative retrieval, we introduce ThinkGR, a unified framework that interleaves CoT with docid generation, enabling iterative thinking and retrieval within a single generative process. To bridge the gap between free-form thought generation and structured retrieval targets, we design (1) a hybrid decoding strategy that dynamically switches between unconstrained thought generation and constrained docid decoding, and (2) a two-phase training approach that first aligns thought-retrieval patterns through supervised fine-tuning, then optimizes thought quality via retrieval-grounded reinforcement learning. Experiments on four multi-hop retrieval benchmarks demonstrate that ThinkGR achieves state-of-the-art performance with an average improvement of +6.86\%. Our work opens new avenues for enhancing generative retrieval with explicit deliberation capabilities, with promising implications for retrieval tasks requiring complex reasoning.

2605.22354 2026-05-22 stat.ME eess.SP

From Volterra Series to Kunchenko Stochastic Polynomials: Half a Century of Non-Gaussian Estimation Methodology

从Volterra级数到Kunchenko随机多项式:半个世纪的非高斯估计方法学

Serhii Zabolotnii

AI总结 本文回顾了由Yuriy P. Kunchenko(1939-2006)创立的科学学派半个世纪的发展历程,探讨了非高斯估计的半参数方法。从Kunchenko 1972/1973年的博士论文开始,应用Volterra级数估计随机过程参数,直到2006-2026年。Kunchenko随机多项式被呈现为一组一致的矩-混积程序:参数估计的多项式最大化方法(PMM)、假设检验的多项式准则以及在生成元空间中的分解。文章详细描述了学派的结构:15篇通过的博士论文的验证家谱、波兰、斯洛伐克和德国的合作,以及R包EstemPMM。分析了2026年一篇基于Volterra的信号处理论文,展示了Kunchenko的非线性公式在应用无线电工程中的再现。建立了有限Volterra模型与广义Kunchenko多项式之间的正式桥梁,同时将MMSE/L2准则与PMM分开:前者是核适应的协方差投影,而PMM是参数依赖的矩程序。PMM效率声明是条件性的:收益要求矩存在,中心相关矩阵非退化,且方差缩减系数低于一。结论研究计划将历史重建转化为可测试的统计和信号处理任务。

Comments Bilingual submission: English followed by Ukrainian translation

详情
AI中文摘要

本文重建了由Yuriy P. Kunchenko(1939-2006)创立的科学学派半个世纪的发展历程,探讨了非高斯估计的半参数方法。从Kunchenko 1972/1973年的博士论文开始,应用Volterra级数估计随机过程参数,直到2006-2026年。Kunchenko随机多项式被呈现为一组一致的矩-混积程序:参数估计的多项式最大化方法(PMM)、假设检验的多项式准则以及在生成元空间中的分解。文章详细描述了学派的结构:15篇通过的博士论文的验证家谱、波兰、斯洛伐克和德国的合作,以及R包EstemPMM。分析了2026年一篇基于Volterra的信号处理论文,展示了Kunchenko的非线性公式在应用无线电工程中的再现。建立了有限Volterra模型与广义Kunchenko多项式之间的正式桥梁,同时将MMSE/L2准则与PMM分开:前者是核适应的协方差投影,而PMM是参数依赖的矩程序。PMM效率声明是条件性的:收益要求矩存在,中心相关矩阵非退化,且方差缩减系数低于一。结论研究计划将历史重建转化为可测试的统计和信号处理任务。

英文摘要

This paper reconstructs the half-century evolution of the scientific school founded by Yuriy P. Kunchenko (1939--2006) as the development of a semiparametric methodology for non-Gaussian estimation. Starting with Kunchenko's 1972/1973 dissertation applying Volterra series to estimate parameters of random processes, the trajectory is followed through 2006--2026. Kunchenko stochastic polynomials are presented as a coherent family of moment-cumulant procedures: the polynomial maximization method (PMM) for parameter estimation, polynomial criteria for hypothesis testing, and decomposition in spaces with a generating element. The paper details the school's structure: a verified genealogy of 15 defended dissertations, collaborations in Poland, Slovakia, and Germany, and the R package EstemPMM. A recent 2026 paper on Volterra-based signal processing is analyzed, showing how Kunchenko's nonlinear formulation reappears in applied radio engineering. We build a formal bridge between finite Volterra models and generalized Kunchenko polynomials, while separating the MMSE/L2 criterion from PMM: the former is a covariance projection for kernel adaptation, whereas PMM is a parameter-dependent moment procedure. PMM efficiency claims are stated conditionally: gains require that moments exist, the centered correlant matrix is nondegenerate, and the variance reduction coefficient is below one. The concluding research program operationalizes the historical reconstruction into testable statistical and signal-processing tasks.

2605.22353 2026-05-22 astro-ph.EP

Prospects for detecting surface color heterogeneity on asteroid surfaces from sparse multiband photometric survey data

从稀疏多波段光度调查数据中检测小行星表面颜色异质性的前景

Oriel Humes, Jessica Agarwal

AI总结 本文研究如何利用稀疏多波段光度调查数据识别小行星表面颜色异质性,通过模拟数据评估统计测试的灵敏度,并探讨模型假设准确性对检测性能的影响。

Comments Accepted for publication in A&A. 14 pages, 10 figures

详情
AI中文摘要

自动天空巡天经常报告小行星通过其视场时的稀疏时间多波段光度观测。目前,光度数据可用于数万颗小行星,且新的数据收集仍在进行中。本文旨在描述并表征一种统计检验方法,用于识别基于稀疏时间多波段光度调查数据的小行星表面颜色异质性。通过为一组具有预定物理特性的合成小行星生成模拟光度数据,我们使用蒙特卡洛方法估计了统计检验对假设模型属性误差的灵敏度。我们评估了检测率和假阳性率随观测次数、测量噪声、假设周期、极轴取向、形状和相位函数误差的变化情况。我们检查了光度模型各种参数所需的精度,以评估将该测试应用于真实数据集的可行性。通过比较观测光度测量与均匀着色光度模型的预测,分析了不同波长下光曲线形状的变化,以检测区域尺度的表面颜色异质性。统计显著偏离均匀着色模型预测被视为表面颜色异质性的证据。该测试的性能取决于模型假设的准确性,其中检测率对假设旋转周期的误差最为敏感,而假阳性率对假设波段依赖相位函数的误差最为敏感。

英文摘要

Automated sky surveys frequently report sparse-in-time multiband photometric observations of asteroids passing through their fields of view. Photometric data are currently available for tens of thousands of asteroids, and new data collection is ongoing. We aim to describe and characterize the performance of a statistical test for identifying asteroids that display surface color heterogeneity based on sparse-in-time multiband photometric survey data. Using simulated photometry for a set of synthetic asteroids with predetermined physical properties, we estimated the sensitivity of the statistical test for surface color heterogeneity to errors in assumed model properties using a Monte Carlo approach. We evaluated the detection and false positive rates as a function of the number of observations, measurement noise, error in assumed period, pole orientation, shape, and phase function. We examined the required accuracy in various parameters of the photometric model needed to obtain reliable results to evaluate the feasibility of applying the test to realistic datasets. Regional-scale surface color heterogeneity can be detected by examining differences in the shape of an asteroid's light curve as a function of viewing geometry across multiple bandpasses. Differences in light curve shapes as a function of wavelength are highlighted in this work through comparison of the observed photometric measurements to the predictions of a well-fitting, uniformly colored photometric model. Statistically significant deviations from the prediction of the uniformly colored model are taken as evidence of surface color heterogeneity. The performance of this test depends on the accuracy of model assumptions, with the detection rate being most sensitive to errors in the assumed rotational period, while the false positive rate is most sensitive to errors in the assumed band-dependent phase functions.

2605.22352 2026-05-22 q-bio.PE math.ST stat.AP stat.CO stat.ME stat.TH

Spatiotemporal dynamics and ecological risk factors of highly pathogenic avian influenza A(H5N1) in Canadian wildlife: A One Health surveillance analysis

加拿大野生动物高致病性禽流感A(H5N1)的时空动态及生态风险因素:一项One Health监测分析

Hammed Olawale Fatoyinbo, Hoyeon Jeong

AI总结 本研究通过分析加拿大2022-2026年野生动物H5N1疫情监测数据,揭示了该病毒的时空动态及与检测数量相关的风险因素,采用描述流行病学、空间聚类方法和负二项混合模型进行分析,发现 Eurasian-North American 病毒谱系主导检测,并识别出年份、季节和谱系是关键预测因子。

详情
AI中文摘要

高致病性禽流感A(H5N1)已扩展到地理和生态层面,影响野生鸟类、哺乳动物野生动物、家畜和人类。野生动物监测为One Health准备提供了关键的早期预警,但整合宿主生态、空间模式、季节性、病毒谱系和风险因素的国家层面分析仍有限。本研究分析了加拿大2022至2026年野生动物H5N1监测记录,以表征时空动态并识别与检测数量相关的因素。通过描述流行病学、空间聚类方法和负二项混合模型对2657次检测进行了回顾性分析。检测主要为鸟类,水鸟和猛禽为主要宿主群体,而哺乳动物占较小但流行病学上重要比例。检测负担在2022年最高,秋季和春季活动增加。安大略、阿尔伯塔和不列颠哥伦比亚被识别为主要热点区域,部分草原地区有局部聚类证据。重组欧亚-北美谱系主导检测,并与更高的检测数量强相关。模型结果将年份、季节和谱系识别为关键预测因子。这些发现支持基于风险的One Health监测,优先考虑高负担地区、与迁徙相关的时期、关键鸟类宿主群体、重组病毒谱系以及持续监测哺乳动物野生动物。

英文摘要

Highly pathogenic avian influenza A(H5N1) has expanded geographically and ecologically, affecting wild birds, mammalian wildlife, domestic animals, and humans. Wildlife surveillance provides critical early warning for One Health preparedness, yet national-scale analyses integrating host ecology, spatial patterns, seasonality, viral lineage, and risk factors remain limited. This study analysed Canadian wildlife HPAI A(H5N1) surveillance records from 2022 to 2026 to characterise spatiotemporal dynamics and identify factors associated with detection counts. A retrospective analysis of 2,657 detections across 13 provinces and territories was conducted using descriptive epidemiology, spatial clustering methods, and Negative Binomial mixed models. Detections were predominantly avian, with waterfowl and raptors as the major host groups, while mammals accounted for a smaller but epidemiologically important proportion. Detection burden was highest in 2022, with increased activity in autumn and spring. Ontario, Alberta, and British Columbia were identified as major hotspots, with evidence of local clustering in parts of the Prairie region. Reassortant Eurasian-North American lineages dominated detections and were strongly associated with higher detection counts. Modelling results identified year, season, and lineage as key predictors. These findings support risk-based One Health surveillance prioritising high-burden regions, migration-associated periods, key avian host groups, reassortant viral lineages, and continued monitoring of mammalian wildlife.

2605.22349 2026-05-22 cs.SE

At What Cost? Software Developers' Well-Being in the Age of GenAI

代价几何?在生成人工智能时代软件开发者的福祉

Mariam Guizani, Maduka Subasinghage, Sherlock A. Licorish, Sofia Ouhbi

AI总结 本文探讨了生成人工智能时代软件开发者福祉问题,指出过度关注生产力和性能可能忽视开发者身心健康,提出理论框架以平衡绩效指标与人类体验和社会可持续性。

详情
AI中文摘要

生成人工智能(GenAI)正在迅速重塑软件开发,强调加速生产力和优化性能。然而,过度关注这些维度可能忽视对开发者福祉的关键影响。GenAI工具可能加剧认知负荷,引入新的监督劳动形式,并提高对输出和节奏的期望,导致压力、倦怠和工作与生活平衡的下降。GenAI运动也在改变专业规范,改变职业入口点,要求持续适应,并加深在获取和支持方面的不平等。本文呼吁重新定向软件开发中的GenAI研究议程,并提出一个理论框架,以超越狭窄的绩效指标,转向关注人类体验、社会情境和可持续生产力的研究。

英文摘要

Generative Artificial Intelligence (GenAI) is rapidly reshaping software development, with growing emphasis on accelerating productivity and optimizing performance. However, excessive focus on such dimensions risks overlooking the critical implications for developer well-being. GenAI tools can amplify cognitive load, introduce new forms of oversight labor, and escalate expectations around output and pace, contributing to stress, burnout, and diminished work-life balance. The GenAI movement is also transforming professional norms, altering career entry points, demanding continuous adaptation, and deepening inequalities in access and support. This position paper calls for a reorientation of the GenAI research agenda in software development and proposes a theoretical framework to move beyond narrow performance metrics toward investigations that also center on human experience, social context, and sustainable productivity.

2605.22348 2026-05-22 gr-qc astro-ph.CO

Dark Energy in Ghost-free non-local Gravity

非局部引力中的暗能量

S. D. Odintsov, V. K. Oikonomou, G. S. Sharov

AI总结 该研究探讨了无鬼非局部引力在晚期动力学中的表现,通过与Ia型超新星、暗能量光谱仪、声波振荡测量和哈勃参数估计等观测数据对比,发现该模型在某些测试中优于ΛCDM模型,但在结合所有数据时表现不佳,而广义指数F(R)模型则在所有数据集上表现更优。

详情
AI中文摘要

Ghost-free non-local gravity is investigated with regards to its late-time dynamics. Viable solutions in this model are confronted with the observational data including the Pantheon+ catalogue of Type Ia supernovae, the Dark Energy Spectroscopic Instrument, the measurements of baryon acoustic oscillations and the Hubble parameter estimations $H(z)$. The ghost-free non-local gravity is found to be successful in these tests in comparison to the $Λ$CDM model and can be also comparable with the generalized exponential $F(R)$ gravity scenario. However the model encounters difficulties when the data from the above observations and the cosmic microwave background radiation data are combined. In tests with the whole set of Pantheon+, DESI, $H(z)$ and CMB data, the generalized exponential $F(R)$ model is essentially more successful. This success is related with the dynamical behavior of its effective dark energy equation of state evolving from a phantom to a quintessence phase during the late-time epoch, whereas the ghost-free non-local model demonstrates only a quintessence behavior. Hence the ghost-free non-local gravity scenario is successful only when the Pantheon+, DESI and $H(z)$ data are considered. The generalized exponential $F(R)$ model satisfies the viability conditions and in tests with all observational data including CMB surpasses the $Λ$CDM model in $χ^2$ statistics and also with information criteria.

英文摘要

Ghost-free non-local gravity is investigated with regards to its late-time dynamics. Viable solutions in this model are confronted with the observational data including the Pantheon+ catalogue of Type Ia supernovae, the Dark Energy Spectroscopic Instrument, the measurements of baryon acoustic oscillations and the Hubble parameter estimations $H(z)$. The ghost-free non-local gravity is found to be successful in these tests in comparison to the $Λ$CDM model and can be also comparable with the generalized exponential $F(R)$ gravity scenario. However the model encounters difficulties when the data from the above observations and the cosmic microwave background radiation data are combined. In tests with the whole set of Pantheon+, DESI, $H(z)$ and CMB data, the generalized exponential $F(R)$ model is essentially more successful. This success is related with the dynamical behavior of its effective dark energy equation of state evolving from a phantom to a quintessence phase during the late-time epoch, whereas the ghost-free non-local model demonstrates only a quintessence behavior. Hence the ghost-free non-local gravity scenario is successful only when the Pantheon+, DESI and $H(z)$ data are considered. The generalized exponential $F(R)$ model satisfies the viability conditions and in tests with all observational data including CMB surpasses the $Λ$CDM model in $χ^2$ statistics and also with information criteria.

2605.22347 2026-05-22 math.DG math.AP math.CV

Convergence of the Chern-Ricci flow on complex minimal surfaces of general type

复极小型表面的Chern-Ricci流的收敛性

Haoyuan Sun

AI总结 本文研究了复极小型表面的Chern-Ricci流的收敛性,通过统一的直径估计、体积非坍缩估计和Gromov-Hausdorff收敛性,去除了之前工作中对null locus附近的局部Kahler假设,验证了Tosatti-Weinkove猜想。

Comments 28 pages, comments welcome!

详情
AI中文摘要

我们证明了在光滑复极小型表面上,从任意Hermitian度量出发的归一化Chern-Ricci流的统一直径估计、体积非坍缩估计和Gromov-Hausdorff收敛性。这去除了我们之前工作中对null locus附近局部Kahler假设的限制,并在复维数为二的情况下验证了Tosatti-Weinkove猜想。主要的分析工具包括表面torsion估计、Delta |G|的统一总变差界、torsion的Green加权L^2估计,以及实Poisson方程的线性迭代,这些共同给出了所需的Green函数估计。

英文摘要

We prove uniform diameter estimates, volume non-collapsing estimates and Gromov-Hausdorff convergence for the normalized Chern-Ricci flow on smooth complex minimal surfaces of general type, starting from an arbitrary Hermitian metric. This removes the local Kahler assumption near the null locus used in our previous work and confirms the Tosatti-Weinkove conjecture in complex dimension two. The main analytic ingredients are a surface torsion estimate, a uniform total variation bound for Delta |G|, a Green-weighted L^2 estimate for the torsion, and a linear iteration of real Poisson equations, which together give the required Green function estimates.

2605.22345 2026-05-22 math.AP

Boundary Blowup Solutions for the Finsler p-Laplacian: Wellposedness and Asymptotic Behaviour

Finsler p-拉普拉斯方程的边界爆炸解:存在性与渐进行为

N N Dattatreya

AI总结 本文研究了涉及Finsler p-拉普拉斯算子的半线性方程在有界域上的大解或边界爆炸解的存在性,建立了Keller-Osserman型条件以保证解的存在性,并展示了该条件与p-拉普拉斯算子的可积性相同。通过分析Finsler p-拉普拉斯所基于的各向异性范数对解边界行为的影响,推导了大解在域边界处的渐进行为,并利用这些边界渐进行为证明了幂型非线性项的唯一性结果。

详情
AI中文摘要

我们研究了涉及Finsler p-拉普拉斯算子的半线性方程在有界域上的大解或边界爆炸解的存在性。我们建立了确保此类解存在的Keller-Osserman型条件,并展示了该条件与p-拉普拉斯算子的可积性相同。我们考察了Finsler p-拉普拉斯所基于的各向异性范数对解边界行为的影响,然后推导了大解在域边界处的渐进行为。利用这些边界渐进行为,我们证明了幂型非线性项的唯一性结果。

英文摘要

We study the existence of large or boundary blow-up solutions to semilinear equations involving the Finsler p-Laplacian on bounded domains with sufficiently smooth boundaries. We establish a Keller-Osserman-type condition that ensures the existence of such solutions, and show that this condition retains the same integrability as that of the p-Laplacian. We examine the influence of the anisotropic norm underlying the Finsler p-Laplacian on the boundary behaviour of the solution, then derive asymptotic estimates for large solutions near the boundary of the domain. Using these boundary asymptotics, we prove uniqueness results for power type nonlinearities.

2605.22339 2026-05-22 quant-ph

Dual wavelength source of entanglement for space quantum communication

双波长纠缠光源用于空间量子通信

Valentin Dumas, Alek Lagarrigue, Tess Troisi, Gregory Sauder, Sebastien Tanzilli, Anthony Martin, Olivier Alibart

AI总结 本研究提出了一种基于周期性波导铌酸锂晶体的双波长纠缠光源,实现了810nm和1550nm波长的纠缠光对生成,适用于混合量子通信网络,实现了低损耗光纤传输和高效自由空间传播。

详情
AI中文摘要

我们报告了一种基于周期性波导铌酸锂晶体的 bulk 光源,该光源在 810nm 和 1550nm 处产生偏振和时间-能量纠缠光对,并直接耦合到单模光纤中。这种高度非退化的波长组合适用于混合量子通信网络,能够在 1550nm 处实现低损耗光纤传输,同时在 810nm 处保持高效的自由空间传播和检测。该光源基于自发参量下转换,嵌入在偏振萨格纳克干涉仪中,提供内在的稳定性和双自由度纠缠。我们测量到光谱亮度为 B = 4800 对/秒/毫瓦/千赫,光纤耦合效率在两个波长均超过 0.48。纠缠质量通过高可见度双光子干涉特性进行表征,分别在偏振基和能量-时间基中获得净可见度为 0.995 和 0.991。这些性能表明了一种紧凑且稳健的纠缠光源,适用于混合光纤/自由空间量子密钥分发架构,并适用于未来地-卫星量子通信链路。

英文摘要

We report the demonstration of a bulk, intrinsically phase-stable source of polarization- and time-energy-entangled photon pairs at 810nm and 1550nm, directly coupled into single-mode optical fibers. This highly non-degenerate wavelength combination is well suited for hybrid quantum communication networks, enabling low-loss transmission in optical fibers at 1550nm while maintaining efficient free-space propagation and detection at 810nm. The source is based on spontaneous parametric down-conversion in a periodically poled lithium niobate crystal embedded in a polarization Sagnac interferometer, providing inherent stability and dual-degree-of-freedom entanglement. We measure a spectral brightness of B = 4800 pair/s/mW/GHz, with fiber coupling efficiencies exceeding 0.48 at both wavelengths. The entanglement quality is characterized by high-visibility two-photon interference, yielding net visibilities of 0.995 in the polarization basis and 0.991 in the energy-time basis. These performances demonstrate a compact and robust entanglement source compatible with hybrid fiber/free-space quantum key distribution architectures, and suitable for future ground-to-satellite quantum communication links.

2605.22336 2026-05-22 astro-ph.HE

Seyfert galaxy targets for KM3NeT neutrino telescope

为KM3NeT中微子望远镜选择塞弗特星系目标

A. Neronov, D. Savchenko, M. Poleshchuk

AI总结 基于IceCube探测到的塞弗特星系中微子信号,研究了KM3NeT望远镜可能探测到的塞弗特星系目标,确定了四个可能的候选星系,并讨论了中微子通量估计的不确定性。

Comments 9 pages, 2 figures

详情
AI中文摘要

IceCube中微子望远镜在muon中微子通道中探测到了一组塞弗特星系的中微子信号,该信号主要对北半球源敏感。此检测可通过KM3NeT望远镜验证,因其对南半球源也具有敏感性。我们定义了一个预期可被KM3NeT探测到的塞弗特星系目录,假设中微子亮度与源的内在硬X射线亮度成正比。我们发现四个源:NGC 1068、NGC 4151、NGC 4945和环形星系,如果它们的光谱遵循基于IceCube数据的NGC 1068或NGC 4151光谱模板,则可被KM3NeT探测到。我们讨论了中微子通量估计的不确定性,考虑到三个可探测源(NGC 1068、NGC 4945和环形星系)的Compton厚性质。这四个有限的候选星系目录可用于KM3NeT源搜索,以减少分析的试错因子,从而验证塞弗特星系的中微子信号。

英文摘要

Neutrino signal from a population of Seyfert galaxies has been detected by IceCube neutrino telescope in the muon neutrino channel that has sensitivity mostly to the Northern Hemisphere sources. This detection can be verified by KM3NeT telescope that has sensitivity also in the Southern Hemisphere. We define a catalog of Seyfert galaxies that are expected to be detectable with KM3NeT, assuming that the neutrino luminosity scales with the intrinsic hard X-ray luminosity of the sources. We find that four sources: NGC 1068, NGC 4151, NGC 4945 and Circinus galaxy, are detectable by KM3NeT, if their spectra follow either NGC 1068 or NGC 4151 spectral template based on IceCube data. We discuss uncertainties of the neutrino flux estimate, considering the Compton-thick nature of three of the four detectable sources: NGC 1068, NGC 4945 and Circinus. The limited catalog of the four sources can be used in KM3NeT source search to reduce the trial factor of analysis aimed at independent verification of the neutrino signal from Seyfert galaxies.