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2605.20741 2026-05-22 physics.optics

Wide-field mid-infrared edge-enhanced upconversion imaging

宽视场中红外边缘增强上转换成像

Mengyao Yu, Zhuohang Wei, Jianan Fang, Jixi Zhang, Tingting Zheng, Shina Liao, Kun Huang, Heping Zeng

AI总结 本文提出了一种宽视场中红外边缘增强上转换成像系统,结合涡旋泵复幅值工程与非周期准相位匹配,实现了高灵敏度和高空间带宽积的中红外成像,用于生物医学和材料检测。

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Journal ref
ACS Photonics 13, 991 (2026)
AI中文摘要

边缘增强成像对于可视化弱吸收和透明物体至关重要。将此功能扩展到中红外(MIR)区域,可以实现化学敏感性和改进的成像性能,适用于生物医学、材料和遥感应用。本文提出了一种宽视场中红外边缘增强上转换成像系统,结合涡旋泵复幅值工程与非周期准相位匹配。与亮场模式相比,宽视场边缘增强操作对晶体相对于傅里叶平面的位置敏感。该系统实现了25毫米视场、79微米空间分辨率的单次曝光操作,获得了7.9×10⁴的记录高空间带宽积。我们展示这种能力能够直接可视化透明光学元件的相位梯度,并增强生物样本的结构对比度。所展示的架构结合了高灵敏度、光谱特异性和稳健的边缘检测,为工业检测和生物医学诊断中的先进中红外成像提供了有前景的途径。

英文摘要

Edge-enhanced imaging is critical for visualizing weakly absorbing and transparent objects. Extending this functionality into the mid-infrared (MIR) region enables chemical sensitivity and improved imaging performance for biomedical, material, and remote-sensing applications. Here, we present a wide-field MIR edge-enhanced upconversion imaging system that integrates vortex-pump complex-amplitude engineering with aperiodic quasi-phase matching. In contrast to the bright-field modality, the wide-field edge-enhanced operation shows sensitive dependence on the crystal position relative to the Fourier plane. The system achieves single-shot operation with a 25-mm field of view and 79-$μ$m spatial resolution, yielding a record-high space-bandwidth product of $7.9 \times 10^4$. We show that this capability enables direct visualization of phase gradients in transparent optical elements and enhances structural contrast in biological specimens. The demonstrated architecture combines high sensitivity, spectral specificity, and robust edge detection, offering a promising route toward advanced MIR imaging in industrial inspection and biomedical diagnostics.

2605.20683 2026-05-22 cs.IR

Layer-wise Token Compression for Efficient Document Reranking

逐层令牌压缩用于高效的文档重排序

Shengyao Zhuang, Zhichao Xu, Ivano Lauriola

AI总结 本文提出逐层令牌压缩(LTC)方法,通过在中间Transformer层应用自适应令牌池化,提升文档重排序的效率,实验表明在中间层压缩能保持排序质量并显著提高推理吞吐量。

Comments SIGIR2026 short paper

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AI中文摘要

基于Transformer的文档交叉编码器重排序器是现代信息检索系统的核心组件。尽管其成功,但因推理时处理长查询-文档序列而带来高计算成本。已知的改进效率的方法是令牌压缩,即在初始嵌入层聚合令牌组,减少有效令牌数量,从而加快计算。虽然令牌压缩已被证明在双编码器检索器中有效,但我们实证发现该方法对交叉编码器重排序器可能无效。在本文中,我们提出逐层令牌压缩(LTC),在中间Transformer层应用自适应令牌池化。通过在MS MARCO段落和文档排名任务上的广泛消融研究,我们证明在中间层压缩能保持排序质量,同时将推理QPS提高多达25%(段落排名)和116%(文档排名)。我们还扩展LTC到列表式LLM重排序器,并显示相同方法可以轻松应用于长上下文列表式重排序,其中QPS提升甚至更大。更令人惊讶的是,当将训练于短段落的重排序器应用于长文档排名任务时,压缩训练的模型优于未压缩的模型,表明压缩可能作为有益的正则化器,鼓励长度不变的表示。

英文摘要

Transformer-based document cross-encoder rerankers are a central component of modern information retrieval systems. Despite their success, these models suffer from high computational costs due to processing long query-document sequences at inference time. A known approach to improve efficiency is token compression, which consists of aggregating groups of tokens together in the initial embedding layer, reducing the effective number of tokens, and making the computation faster. While token compression has proven to be successful for bi-encoder retrievers, we empirically observed that this approach may be ineffective for cross-encoder rerankers. In this paper, we propose Layer-wise Token Compression (LTC), which applies adaptive token pooling at intermediate transformer layers. Through extensive ablation studies on MS MARCO passage and document ranking tasks, we demonstrate that compression at middle layers preserves ranking quality while increasing inference QPS by up to 25% for passage ranking and up to 116% for document ranking. We also extend LTC to listwise LLM rerankers and show that the same approach can be easily applied to long-context listwise reranking, where the QPS improvements are even greater. More surprisingly, when applying rerankers trained on short passages to long-document ranking tasks, models trained with compression outperform their uncompressed counterparts, suggesting that compression may act as a beneficial regularizer that encourages length-invariant representations.

2605.20324 2026-05-22 hep-th

Closed String Field Theory in 25.99 Dimensions

25.99维闭弦场论

Amr Ahmadain, Alexander Frenkel, Xi Yin

AI总结 本文改进Zwiebach的闭弦场论理论,专注于零阶曲面,研究世界面BRST不变性的失效,并构建经典BV作用所需的混合模空间,扩展Sen-Zwiebach背景独立性论证,并应用该形式化到最轻微偏离临界性的情况,即具有非零中央电荷的世界面CFT。

Comments 48+11 pages, 10 figures

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AI中文摘要

我们回到并改进Zwiebach关于闭弦场论(CSFT)的表述,该理论围绕非临界背景构建[1,2],并专注于零阶曲面。该结构涉及一个特殊的弦态$F$,它编码了世界面BRST不变性的失效,并且一个依赖度量的下降算子$\mathcal{B}$,适应于Weyl框架。我们构建了经典BV作用所需的混合模空间,证明其存在性,并将Sen-Zwiebach背景独立性论证扩展到偏离共形位置的一阶。我们应用该形式化到最轻微偏离临界性的情况——即具有非零中央电荷的世界面CFT:我们考虑D=26-ε维平坦空间和玻色弦理论中的线性稀释子科配置,为简单起见,专注于构建仅依赖于D维中一个维度的解。

英文摘要

We return to and refine Zwiebach's formulation of closed string field theory (CSFT) built around non-critical backgrounds [1,2], restricting our attention to genus zero. The structure involves a special string state $F$ that encodes the failure of worldsheet BRST invariance, and a metric-dependent descent operator $\mathcal{B}$ adapted to the Weyl frame. We construct the mixed moduli spaces needed for the classical BV action, prove their existence, and extend the Sen-Zwiebach background independence argument to first order off of the conformal locus. We apply the formalism to the mildest deviation away from criticality - worldsheet CFTs with nonzero central charge: we consider both D=26-$ε$ dimensional flat space and linear dilaton profiles in bosonic string theory, focusing for simplicity on building solutions that depend on only one of the D dimensions.

2605.20217 2026-05-22 astro-ph.CO astro-ph.GA gr-qc hep-ph

Effective Field Theory for a Baryon-Correlated Dark Matter Profile

baryon相关暗物质分布的有效场论

Kento Kamada

AI总结 本文提出了一种有效场论,通过引入介子来连接物质和暗物质领域,以解释暗物质与物质的紧密相关性,并提供了理论基础。

Comments 19 pages. Companion paper to "Resolving the Core-Cusp and Diversity Problems with a Baryon-Correlated Dark Matter Profile"

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AI中文摘要

尽管标准ΛCDM模型在大宇宙尺度上成功,但在小尺度上面临持续挑战,包括核心-尖峰问题、银河旋转曲线的多样性以及在Tully-Fisher关系中观察到的暗物质与物质的紧密相关性。为了解决这些问题,我们最近提出了一种经验定律,其中有效暗物质能量密度直接与重子引力势相关,ρ_DM ∝ Φ_b²,这可以再现观测到的旋转曲线并解决核心-尖峰和多样性问题。为了为这一经验定律提供理论基础,我们构建了一个有效场论(EFT),引入了介子,将重子和暗物质领域场χ连接起来。我们证明了将介子耦合调整到特定比例(4:6:3)并具有退化质量可以抵消作用在重子上的额外第五力,直到O(v²)。然后我们显示,这一理论框架源于五维(5D)时空。将重子源视为五维零流体,揭示了三种介子源于单个五维对称张量场。通过将场χ限制在四维膜上,我们显示其与这些介子的相互作用产生了一种无压力的能量密度(ρ_int ∝ Φ_b²),从而产生经验所需的重子相关分布。因此,场χ表现出尺度依赖的转变:在宇宙学尺度上,其质量能量起着标准冷暗物质(CDM)的作用,而在银河尺度上,其相互作用能量支配局部动态。最后,通过评估这一局部相互作用区域的动力学边界,我们提供了一种物理解释,从而得到关系μ= K M_b^{-3/2},为Tully-Fisher关系提供了理论基础。

英文摘要

While the standard $Λ$CDM model succeeds on large cosmological scales, it faces persistent small-scale challenges, including the core-cusp problem, the diversity of galaxy rotation curves, and the tight correlation between dark matter and baryons observed in the Tully-Fisher relation. To address these issues, we recently proposed an empirical law where the effective dark matter energy density is directly correlated with the baryonic gravitational potential, $ρ_{\rm DM} \propto Φ_b^2$, which reproduces observed rotation curves and resolves the core-cusp and diversity problems. To provide a theoretical foundation for this empirical law, we construct an effective field theory (EFT) introducing massive scalar, vector, and tensor mediators between baryons and a dark sector field $χ$. We demonstrate that aligning the mediator couplings to a specific ratio (4:6:3) with degenerate masses cancels the additional fifth forces acting on baryons up to $\mathcal{O}(v^2)$. We then show that this theoretical framework originates from a 5-dimensional (5D) spacetime. Treating the baryonic source as a 5D null fluid reveals that the three mediators emerge from a single 5D symmetric tensor field. By confining the field $χ$ to a 4D brane, we show that its interaction with these mediators generates a pressureless energy density ($ρ_{\rm int} \propto Φ_b^2$) that yields the empirically required baryon-correlated profile. Consequently, the field $χ$ exhibits a scale-dependent transition: on cosmological scales, its mass energy acts as standard Cold Dark Matter (CDM), whereas on galactic scales, its interaction energy governs local dynamics. Finally, by evaluating the dynamical boundary of this localized interaction region, we provide a physical interpretation that yields the relation $μ= K M_b^{-3/2}$, offering a theoretical basis for the Tully-Fisher relation.

2605.19707 2026-05-22 math.CO

On asymptotic values for the minimum number of spanning forests in simple regular graphs

关于简单正则图中最小生成森林数量的渐进行为

Shaohan Xu, Kexiang Xu

AI总结 本文研究了简单正则图中生成森林数量的渐进行为,给出了在顶点度数属于{2,3}和{2,3,4}的连通图中,生成森林数量的两个下界,并确定了$\widehat{f}_3$和$\widehat{f}_4$的精确值。

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AI中文摘要

令$F(G)$表示图$G$的生成森林数量,$\mathcal{C}(n,d)$表示所有阶数为$n$的连通$d$-正则简单图的集合。定义$\widehat{f}_{d}=\liminf_{n ightarrow \infty}\{F(G)^{1/n}:G\in \mathcal{C}(n,d)\}$。令$n_i$表示图$G$中度数为$i$的顶点数。本文在顶点度数属于$\{2,3\}$和$\{2,3,4\}$的连通图中,给出了$F(G)$的两个下界,分别以$n_i$表示。此外,本文确定了$\widehat{f}_3$和$\widehat{f}_4$的精确值。

英文摘要

Let $F(G)$ be the number of spanning forests in a graph $G$ and $\mathcal{C}(n,d)$ be the set of all connected $d$-regular simple graphs of order $n$. Define $\widehat{f}_{d}=\liminf_{n\rightarrow \infty}\{F(G)^{1/n}:G\in \mathcal{C}(n,d)\}$. Let $n_i$ be the number of vertices of degree $i$ in $G$. In this paper we give two lower bounds for $F(G)$ in terms of $n_i$ in connected graphs whose vertex degrees belong to $\{2,3\}$ and $\{2,3,4\}$, respectively. Furthermore, we determine the exact values of $\widehat{f}_3$ and $\widehat{f}_4$.

2605.19495 2026-05-22 math.DG

Minimal Hypersurfaces with constant scalar curvature in $\mathbf{S}^6$

具有常标量曲率的S^6中的极小超曲面

Ya Tao

AI总结 本文提出了一种假设,即在S^6中闭合的极小超曲面M^5的主曲率满足某些条件时,若函数S,f_3,f_4为常数,则该超曲面是等参曲面。该结果去除了Tang和Yan的非负标量曲率假设。作为刚性结果,如果M^5在S^6中有一个恰好有两个不同主曲率的点,则它必须是克利福德扭棱镜。

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AI中文摘要

在本文中,我们对闭合极小超曲面M^5在S^6中的主曲率提出某些假设,以确保其为等参曲面,前提是函数S,f_3,f_4为常数。我们的结果去除了Tang和Yan[1]中所使用的非负标量曲率假设。最后,作为刚性结果,如果M^5⊂S^6有一个恰好有两个不同主曲率的点,则它必须是克利福德扭棱镜。

英文摘要

In this paper, we propose certain assumptions on the principal curvatures for a closed minimal hypersurface $M^5$ in $\mathbf{S}^6$ to be isoparametric, provided that the functions $S, f_3,f_4$ are constants. Our result removes the nonnegative scalar curvature assumption as in Tang and Yan \cite{TY}. Finally, as a rigidity result, if $M^5\subset \mathbf{S}^6$ has a point with exactly two distinct principal curvatures, then it must be a Clifford torus.

2605.19331 2026-05-22 gr-qc astro-ph.CO hep-th

Locality in effective field theory for inflationary soft modes

有效场论中膨胀软模式的局部性

Takahiro Tanaka, Yuko Urakawa

AI总结 本文研究了膨胀软模式的有效场论中局部性条件,提出了一种量子态的局部性要求,该要求确保每个局部宇宙中的硬模式态仅通过同一区域内的软模式值依赖于软模式。当该条件满足时,粗粒化后的软模式动力学保持局部性,硬模式对超视界曲率扰动相关函数的环修正被扰动抑制。这为判断因硬模式增强修正而破坏梯度展开的情况提供了模型无关的诊断。此外,该局部性条件还推导出广义软定理,从而在额外假设下得到标准一致性关系。本文还表明,局部性条件保证了在大规范变换下不变的算子相关函数的红外发散不存在。因此,硬模式态的局部性为膨胀软模式的有效描述、广义软定理、硬模式环修正的抑制以及可观察相关函数的红外正则性提供了一个统一的标准。

Comments 19 pages, 1 figure

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AI中文摘要

梯度展开和单独宇宙方法为在粗粒化掉短波长自由度后提供了膨胀软模式的有效描述。我们对量子态提出局部性条件,要求每个局部宇宙中的硬模式态仅通过同一区域内的软模式值依赖于软模式。当该条件满足时,粗粒化后的软模式动力学保持局部性,并且硬模式对超视界曲率扰动相关函数的环修正被扰动抑制。这为判断因硬模式增强修正而破坏梯度展开的情况提供了模型无关的诊断。我们进一步表明,相同的局部性条件推导出广义软定理,从而在额外假设下得到标准一致性关系。本文还表明,局部性条件保证了在大规范变换下不变的算子相关函数的红外发散不存在。因此,硬模式态的局部性为膨胀软模式的有效描述、广义软定理、硬模式环修正的抑制以及可观察相关函数的红外正则性提供了一个统一的标准。

英文摘要

The gradient expansion and the separate universe approach provide an effective description of inflationary soft modes after coarse-graining shorter-wavelength degrees of freedom. We formulate a locality condition on the quantum state, requiring that the hard-mode state in each local universe depend on the soft modes only through the local soft-mode values in the same patch. When this condition is satisfied, the coarse-grained soft-mode dynamics remains local, and loop corrections from hard modes to superhorizon correlators of the adiabatic curvature perturbation are perturbatively suppressed. This provides a model-independent diagnosis of when enhanced corrections due to hard modes can invalidate the gradient expansion. We further show that the same locality condition implies a generalized soft theorem, from which the standard consistency relations follow under additional assumptions. This formulation clarifies the origin of possible deviations from the standard consistency relations in multi-field systems or in a non-attractor background. We also show that the locality condition guarantees the absence of infrared divergences for the correlators of operators invariant under a large gauge transformation. Thus, locality of the hard-mode state provides a unified criterion for the effective description of inflationary soft modes, generalized soft theorems, the suppression of hard-mode loop corrections, and the infrared regularity of observable correlators.

2605.18631 2026-05-22 hep-th

$J\bar{J}$-deformation as a Riemann bilinear dressing

$Jar{J}$-deformation作为黎曼双线性dresser

Kangning Liu

AI总结 本文提出将$Jar{J}$变形CFT相关函数的共形扰动理论重新表述为变形算子上的dresser,同时匹配裸扰动理论和重整化扰动理论。核心方法是利用黎曼双线性恒等式将变形转化为dresser和高亏格的大循环积分。通过该方法,计算了在扭环面和高亏格黎曼面上的分划函数变形,可以表示为保持模不变性或协变性的核积分。还计算了沿变形的共形权重和守恒荷的流动。基于该流动和模$S$变换,提出构造dresser算子的标准。通过研究$O(2, 2)$理论和TsT背景上的弦,测试了本文的公式和结果。

Comments 43 pages, 1 figure

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AI中文摘要

我们提出将$Jar{J}$-deformed CFTs中相关函数的共形扰动理论重新表述为变形算子上的dresser,该方法同时匹配裸扰动理论和重整化扰动理论。关键在于利用黎曼双线性恒等式将变形转化为dresser和高亏格的大循环积分。基于此提议,我们计算了在扭环面和高亏格黎曼面上的分划函数变形,这些变形可以表示为保持模不变性或协变性的核积分。我们还计算了沿变形的共形权重和守恒荷的流动。基于该流动和模$S$变换,我们提出构造dresser算子的标准。通过研究$O(2, 2)$理论和TsT背景上的弦,我们测试了本文的公式和结果。

英文摘要

We propose a reformulation of the conformal perturbation theory of the correlation functions in $J\bar{J}$-deformed CFTs as a dressing on the deformed operators, that matches both bare and renormalized perturbation theory. The key is to use the Riemann bilinear identity to convert the deformation into a dressing and a large-cycle integral for higher genus. Based on the proposal, we calculate the deformation of partition functions on the torus and higher genus Riemann surfaces, which can be written as kernel integrals that preserve modular invariance or covariance. We also calculate the flow of the conformal weights and conserved charges along the deformation. Based on this flow and the modular $S$-transformation, we propose a criterion for constructing dressed operators. We test our formalism and results by studying the $O(2, 2)$ theories and strings on the TsT background.

2605.17868 2026-05-22 nucl-th hep-ph nucl-ex

Sequential Bayesian inference with correlated heavy-ion datasets

具有相关重离子数据集的序列贝叶斯推断

Lipei Du

AI总结 本文研究了在相关数据集下序列贝叶斯推断的一致性问题,通过伪数据验证了因子化更新方法的偏差,并提出信息分解方法来解释信息重叠对推断结果的影响。

Comments 11 pages, 7 figures

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AI中文摘要

贝叶斯推断为在新信息出现时更新知识提供了一个自然框架,通常通过分阶段纳入数据集或重用先前的后验作为先验进行顺序推断。在实践中,这通常通过因子化更新实现,将数据集视为条件独立。然而,当数据集统计相关时,这种近似与联合似然不一致,可能导致后验估计偏差。本文在可控环境下使用具有可调协方差结构的伪数据研究了这一问题。我们比较了联合推断、因子化顺序更新和基于精确条件似然的公式。我们证明因子化更新仅在条件独立极限下重现联合后验,否则会导致系统性偏差,且偏差随相关性增强而增长,而条件更新始终与联合结果一致。为解释这些偏差,我们引入信息分解,将贡献分为新和冗余部分。我们表明相关性诱导了参数依赖的结构化信息再分布,由数据集灵敏度的重叠决定。由此产生的边际与条件信息之间的不匹配定量解释了观察到的偏差。这些结果为评估与相关数据集相关的顺序贝叶斯推断一致性提供了实用诊断,并突显了在共同概率框架内一致处理相关性的重要性。

英文摘要

Bayesian inference provides a natural framework for updating knowledge as new information becomes available, often in a sequential manner by incorporating datasets in stages or reusing previous posteriors as priors. In practice, this is commonly implemented using a factorized update in which datasets are treated as conditionally independent. When datasets are statistically correlated, however, this approximation becomes inconsistent with the joint likelihood and can lead to biased posterior estimates. In this work, we investigate this issue in a controlled setting using pseudo-data with a tunable covariance structure. We compare joint inference, factorized sequential updating, and a formulation based on the exact conditional likelihood. We show that factorized updates reproduce the joint posterior only in the limit of conditional independence, and otherwise lead to systematic deviations that grow with the correlation strength, while conditional updates remain consistent with the joint result. To interpret these deviations, we introduce an information decomposition that separates contributions into components that are new and components that are redundant across datasets. We show that correlations induce a structured, parameter-dependent redistribution of information, governed by the overlap of dataset sensitivities. The resulting mismatch between marginal and conditional information quantitatively explains the observed deviations. These results provide a practical diagnostic for assessing the consistency of sequential Bayesian inference with correlated datasets and highlight the need for a consistent treatment of correlations within a common probabilistic framework.

2605.17855 2026-05-22 cs.GR

Accelerating 3D Gaussian Splatting using Tensor Cores

利用张量核心加速3D高斯散射

Sheng Li, Yang Sui, Yue Wu, Zhuoran Song, Bo Yuan, Xulong Tang, Yue Dai

AI总结 本文提出TensorGS框架,通过将3D高斯散射的主导渲染计算转换为张量核心兼容的矩阵运算,并引入跨瓷砖分组以提高高斯重用率,从而在保持图像质量的同时提升端到端渲染性能1.65倍。

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AI中文摘要

3D高斯散射(3DGS)已成为实时神经渲染和3D场景重建的领先技术,但其渲染成本仍对许多延迟敏感的场景来说过高。特别是,3DGS中的光栅化阶段主导了端到端渲染时间,其中渲染器反复评估每个高斯对每个覆盖像素的贡献,使该阶段成为计算瓶颈。同时,现代GPU提供了高吞吐量的张量核心用于低精度矩阵运算,但现有的3DGS系统完全在CUDA核心上执行光栅化,使张量核心闲置。我们发现3DGS渲染可以在FP16中执行,质量损失可以忽略不计,表明了利用张量核心加速的有希望的机会。然而,利用张量核心进行3DGS并非易事,因为光栅化不自然匹配其执行模型。现有的3DGS光栅化以不规则的每像素标量运算表达,而张量核心需要密集、规则且重用丰富的矩阵工作负载。此外,传统逐瓷砖执行无法利用相邻瓷砖中的高斯重用,导致重复的数据加载,从而产生高数据移动开销。为此,我们提出了TensorGS,一个利用张量核心的3DGS加速框架。TensorGS将主导的光栅化计算转换为张量核心兼容的矩阵运算,并引入跨瓷砖分组以提高高斯重用率,摊销开销并提高张量核心利用率。实验结果表明,TensorGS在保持图像质量的同时,将端到端渲染性能提高了1.65倍。

英文摘要

3D Gaussian Splatting (3DGS) has become a leading technique for real-time neural rendering and 3D scene reconstruction, but its rendering cost remains too high for many latency-sensitive scenarios. In particular, the rasterization stage in 3DGS dominates end-to-end rendering time, during which the renderer repeatedly evaluates each Gaussian's contribution to each covered pixel, making this stage compute-bound. At the same time, modern GPUs provide high-throughput Tensor Cores for low-precision matrix operations, yet existing 3DGS systems execute rasterization entirely on CUDA cores and leave Tensor Cores idle. We find that 3DGS rendering can be executed in FP16 with negligible quality degradation, suggesting a promising opportunity for Tensor Core acceleration. However, exploiting Tensor Cores for 3DGS is non-trivial because rasterization does not naturally match their execution model. Existing 3DGS rasterization is expressed as irregular per-pixel scalar operations, whereas Tensor Cores require dense, regular, and reuse-rich matrix workloads. Moreover, conventional tile-by-tile execution fails to exploit Gaussian reuse across neighboring tiles, resulting in repeated data loading and thus high data movement overhead. To this end, we present TensorGS, a 3DGS acceleration framework using Tensor Cores. TensorGS tensorizes the dominant rasterization computation into Tensor-Core-compatible matrix operations and introduces cross-tile grouping to improve Gaussian reuse, amortize overhead, and increase Tensor Core utilization. Experimental results show that TensorGS improves end-to-end rendering performance by 1.65$\times$ while preserving image quality.

2605.17534 2026-05-22 cs.DL physics.hist-ph physics.soc-ph

The Curious Case of Max Planck retracted papers. When past scientific practices meet contemporary publishing norms

Max Planck论文撤稿的奇特案例。当过去的科学实践遇见当代出版规范

Yves Gingras, Mahdi Khelfaoui

AI总结 本文探讨了Max Planck在《Naturwissenschaften》上发表的两篇论文被Springer数字平台撤稿的案例,指出这些撤稿并非源于科学欺诈,而是由于数字时代版权管理程序对历史出版物的不恰当应用。通过研究Planck 1940和1942年哲学论文的传播历史,文章表明在20世纪早期的科学出版文化中,多格式再发表是一种常见且合法的实践。这种实践在后来科学文章转变为可计数和专有单位的系统中变得有问题。本文认为,当代概念如重复出版和自我剽窃是历史情境中的类别,不能回溯应用而不扭曲历史记录。更广泛地说,Planck案例揭示了由大型商业出版商控制的数字学术基础设施如何限制科学过去的可访问性。讽刺的是,原始论文今天仍可通过非营利数字平台Internet Archive访问,而不是通过最初发行期刊的出版商。

Comments 12 pages, 2 figures

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AI中文摘要

本文探讨了Max Planck在《Naturwissenschaften》上发表的两篇论文被Springer数字平台撤稿的案例,指出这些撤稿并非源于科学欺诈,而是由于数字时代版权管理程序对历史出版物的不恰当应用。通过研究Planck 1940和1942年哲学论文的传播历史,文章表明在20世纪早期的科学出版文化中,多格式再发表是一种常见且合法的实践。这种实践在后来科学文章转变为可计数和专有单位的系统中变得有问题。本文认为,当代概念如重复出版和自我剽窃是历史情境中的类别,不能回溯应用而不扭曲历史记录。更广泛地说,Planck案例揭示了由大型商业出版商控制的数字学术基础设施如何限制科学过去的可访问性。讽刺的是,原始论文今天仍可通过非营利数字平台Internet Archive访问,而不是通过最初发行期刊的出版商。

英文摘要

This article examines the case of two papers published in Naturwissenschaften by the physicist Max Planck that were retrospectively marked as retracted on Springer digital platform. Rather than originating in scientific fraud, these withdrawals appear to result from contemporary digitization and copyright-management procedures applied anachronistically to historical publications. Through an investigation of the circulation history of Planck 1940 and 1942 philosophical essays, the article shows that republication across multiple formats was a common and legitimate practice within the scientific publishing culture of the early 20th century. Such practices only became problematic with the later transformation of the scientific article into a countable and proprietary unit within systems of bibliometric evaluation and commercial academic publishing. This article argues that contemporary notions such as duplicate publication and self-plagiarism are historically situated categories that cannot be applied retrospectively without distorting the historical record. More broadly, the Planck case reveals how digital scholarly infrastructures controlled by large commercial publishers can limit the accessibility of the scientific past. Ironically, the original papers remain accessible today through the nonprofit digital platform Internet Archive rather than through the publisher that originally issued the journal.

2605.17243 2026-05-22 physics.comp-ph

Breakdown of Gradient-Flow Dynamics in Oscillator Ising Machines from Harmonic Misalignment

振荡伊辛机器中梯度流动力学的失效:谐波偏移

Abir Hasan, E. M. Hasantha Ekanayake, Kyle Lee, Kerem Camsari, Nikhil Shukla

AI总结 研究揭示了振荡伊辛机器中梯度流动力学失效的机制,指出谐波偏移导致非梯度贡献,影响能量动态行为。

Comments 15 pages, 5 Figures

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AI中文摘要

振荡伊辛机器(OIMs)通常被视为在编码伊辛解的能量景观上执行梯度下降的物理系统。本文显示,这种解释并不普遍,在广泛的振荡器实现中会失效。我们证明梯度流动力学需要振荡器波形与其相位响应之间的谐波-谐波正交关系。偏离这一条件,即谐波偏移,会在成对相互作用函数中引入偶次成分,导致非保守的相位动力学,并排除梯度流描述。我们引入了一个归一化的度量来衡量这种非梯度贡献,并在相关于OIMs的代表性振荡器模型中评估了它。该度量揭示了环形振荡器和其他硬件现实的振荡器模型中存在显著的非梯度贡献。这些发现将谐波偏移识别为OIMs中能量动态行为失效的根本机制,并激励了非平衡分析和算法,这些算法明确考虑并可能利用非梯度行为。

英文摘要

Oscillator Ising machines (OIMs) are often viewed as physical systems that perform gradient descent on an energy landscape encoding Ising solutions. Here, we show that this interpretation is not generic and breaks down in a broad class of oscillator implementations. We establish that gradient-flow dynamics require a harmonic-by-harmonic quadrature relation between the oscillator waveform and its phase response. Deviations from this condition, which we term harmonic misalignment, introduce even components in the pairwise interaction function, leading to non-conservative phase dynamics and precluding a gradient-flow description. We introduce a normalized metric for this non-gradient contribution and evaluate it across representative oscillator models relevant to OIMs. This metric reveals substantial non-gradient contributions in ring oscillators and across other hardware-realistic oscillator models. These findings identify harmonic misalignment as a fundamental mechanism for the breakdown of energy-based dynamics in OIMs and motivate nonequilibrium analysis and algorithms that explicitly account for and potentially exploit non-gradient behavior.

2605.17092 2026-05-22 physics.optics

Project RAINBOW: An all-integrated all-optical ultrafast dual-comb chip

Project RAINBOW: 一种全集成全光超快双梳芯片

Tushar Malica

AI总结 本研究旨在开发一种全新的全集成双色脉冲源,通过集成光子芯片工业化的手段,实现超快双梳生成,提升光频梳在原子钟和安全通信等应用中的实用性和可制造性。

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AI中文摘要

一串周期性的光学脉冲产生一个光学频率‘梳’,由于其等间隔的频率,它能作为精确的光测量尺。如今,这些脉冲持续时间仅为十亿分之一秒(飞秒/fs),对应的梳状谱跨度达数十亿频率(太赫兹),类似于从紫外到红外光的离散彩虹。这是许多基于光学的应用,如原子钟和安全通信的核心技术。尽管其价值显而易见,但这些技术仍主要局限于研究实验室,因为它们复杂、昂贵且耗能大。一个有前途的解决方案是使用激光模式锁相:一种迫使激光发射短相干脉冲的技术。虽然已经展示了芯片尺寸的系统,但这种方法在重复率和带宽方面仍然缺乏灵活性和性能。本研究提案利用集成光子芯片的工业化,开发出首个全集成的双色脉冲源,持续时间仅为数百飞秒。它将设计一种新型的即插即用设备,1)率先演示来自同一激光器的两个不同中心频率的模式锁相脉冲,2)可放在指尖大小,3)兼容通用晶圆厂工艺,从而实现量产。持续生成此类脉冲是复杂的,且在这一尺度上对光-材料相互作用的理解很少。该芯片将使用一个控制参数发射两个宽带梳状谱。这些梳状谱将具有协同的梳状特性,并通过一个增益介质耦合。因此,我们将创造一个新型的超宽带梳状谱,从而在两个子梳之间产生前所未有的相位相关性。同时,该设备将显著更小、更轻、更便宜、更节能,缩小实验室与市场之间的差距。

英文摘要

A train of periodic optical pulses gives an optical frequency "comb" that acts as a precise ruler for light measurement due to its equally spaced frequencies. Today, such pulses last millionths of a billionth of a second (Femtoseconds/fs) and associated comb spans billions of frequencies (Terahertz), similar to a discretized rainbow ranging from ultraviolet to infrared light. This is the core technology in many optic-based applications like atomic clocks and secure communication. Despite its obvious value, these remain mostly confined to research labs for being complex, expensive, and power-hungry. One promising solution is to use laser mode-locking: a technique that forces a laser to emit short coherent pulses. While chip-size systems have already been demonstrated, this approach still lacks flexibility and performance in repetition rate and bandwidth simultaneously. This research proposal leverages the industrialization of integrated photonic chips to develop a first-ever all-integrated two-coloured pulsed source with durations of a few hundred fs. It will engineer a novel turn-key device that will 1) pioneer the demonstration of modelocked pulses at two separate central frequencies originating from the same laser, 2) fit on a fingertip, and 3) be compatible with generic foundry processes, and thus, mass-manufacturable. Sustained generation of such pulses is intricate with little knowledge about light-material interaction at this scale. The chip will emit two broadband combs using one control parameter. These combs will have synergetic comb properties and coupled through one gain medium. Thus, we will create a new ultra-broadband comb resulting in unprecedented phase correlation between the two sub-combs. Simultaneously, the device will be significantly smaller, lighter, cheaper, and more power-efficient than its free-space rivals, reducing the gap between lab and market.

2605.16944 2026-05-22 quant-ph

Efficient Hamiltonian Engineering for Adiabatic MIS Algorithms

为自适应MIS算法高效哈密顿量工程

Guy Karni, Noam Cohen, Adi Pick

AI总结 本文提出了一种混合自适应算法,利用Rydberg原子阵列求解最大独立集问题,通过设计局部控制来优先激发邻居较少的原子,从而提高求解效率和成功率。

Comments 12 pages, 6 figures

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AI中文摘要

我们提出了一种利用Rydberg原子阵列的混合自适应算法,用于求解最大独立集(MIS)问题。我们设计了局部控制,优先激发邻居较少的原子,这些原子代表图中度数较小的节点。数值模拟显示,所设计的脉冲加速了收敛到MIS状态,并抑制了陷阱态中的人口。我们获得比传统全局控制更高的成功概率,并在问题难度增加时,保真度衰减率减少了25%。

英文摘要

We present a hybrid adiabatic algorithm for maximum independent set (MIS) using Rydberg atom arrays. We engineer local controls that preferentially excite atoms with few neighbors, which represent graph nodes with small degrees. Numerical simulations show that the designed pulses accelerate convergence to the MIS state and suppress population in trap states. We obtain higher success probabilities than traditional global controls and a $25\%$ reduction in fidelity decay rate as problem hardness increases.

2605.16108 2026-05-22 stat.ME q-bio.QM stat.AP

Estimating Association Between Paired Outcomes in Clustered Data with Informative Subgroup Size

在具有信息性子组大小的数据中估计配对结果之间的关联

Owen Visser, Somnath Datta

AI总结 本文提出三种加权估计方法,用于估计集群数据中配对结果之间的边际关联,通过引入基于集群内重采样的权重,扩展了逆集群大小和子组大小加权方法,并利用Stouffer方法改进了现有的ISS检验过程,以减少计算负担。

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AI中文摘要

信息性集群大小(ICS)和信息性子组大小(ISS)当观测单位的数量或其在结果定义类别中的分布与研究结果相关时,会扭曲边际关联估计。这一问题在配对结果中尤为相关,因为观测到的关联可能依赖于集群大小、配对类别组成以及单位成为分析对象的过程。我们提出三种加权估计方法,用于估计集群数据中配对结果之间的边际关联。权重来源于集群内重采样的论点,并扩展了逆集群大小和子组大小加权到配对结果类别。我们还通过利用Stouffer的方法改进了现有的ISS检验过程,以减少计算负担。为了评估这些方法,我们开发了一个模拟器,用于集群配对结果,该模拟器分离了单元级关联、潜在集群级关联和结果依赖的保留。模拟显示,基于配对的加权方法在关联通过单元级依赖和子组组成信息性时可以减少偏差,但会减弱由潜在集群级结构携带的关联。典型逆集群加权方法在关联主要为集群级时仍更稳定。对NHANES口腔健康数据的应用显示,总体上存在小的正周期牙和龋齿关联,填充表面结果显示出更强的ISS证据和更高的敏感性,比龋坏表面结果更受基于配对的加权影响。这些结果表明,ICS和ISS下的边际关联应根据关联来源、观测单位结构和选择加权方案的假设进行解释。

英文摘要

Informative cluster size (ICS) and informative subgroup size (ISS) can distort marginal association estimates when the number of observed units, or their distribution across outcome-defined categories, is related to the outcomes under study. This issue is especially relevant for paired outcomes, where the observed association can depend on cluster size, paired-category composition, and the process by which units become available for analysis. We propose three weighted estimating approaches for marginal association between paired outcomes in clustered data. The weights are derived from within-cluster resampling arguments and extend inverse cluster-size and subgroup-size weighting to paired outcome categories. We also modify an existing ISS testing procedure by utilizing Stouffer's method to reduce computational burden. To evaluate the methods, we develop a simulator for clustered paired outcomes that separates unit-level association, latent cluster-level association, and outcome-dependent retention. Simulations show that pair-based weighting can reduce bias when association arises through unit-level dependence and subgroup composition is informative, but can attenuate association carried by latent cluster-level structure. Typical inverse-cluster weighting remains more stable when the association is primarily cluster-level. Application to NHANES oral-health data shows small positive periodontal and caries associations overall, with filled-surface outcomes showing stronger ISS evidence and greater sensitivity to pair-based weighting than decayed-surface outcomes. These results indicate that marginal association under ICS and ISS should be interpreted in relation to the source of association, observed-unit structure, and assumptions used to choose the weighting scheme.

2605.14630 2026-05-22 math.PR math-ph math.HO math.MP

Topics in Gaussian Wiener chaos expansion

Gaussian Wiener chaos expansion中的主题

Nils Berglund

AI总结 本文介绍了有限维下的Wiener chaos分解,构造了在环面上的高斯场,包括白噪声和高斯自由场,并将其应用于Φ^4模型,但未涵盖随机积分、随机偏微分方程和马尔可夫算子等其他重要方面。

Comments 79 pages, 6 figures. Some minor typos corrected

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AI中文摘要

这些笔记是为了在芬兰概率与统计夏季学校第44届于2026年5月25日至29日在芬兰拉米举行的一系列讲座而撰写的。它们包含有限维下的Wiener chaos分解介绍,环面上的高斯场构造,包括白噪声和高斯自由场,以及对Φ^4模型的应用。它们不涵盖该主题的其他重要方面,如随机积分、随机偏微分方程和马尔可夫算子。

英文摘要

These notes have been written for a series of lectures to be given at the 44th Finnish Summer School on Probability and Statistics in Lammi, Finland, from 25th to 29th May, 2026. They contain an introduction to Wiener chaos decomposition in finite dimension, a construction of Gaussian fields on the torus, including white noise and the Gaussian free field, and applications to the $Φ^4$ model. They do not cover other important aspects of the topic, such as stochastic integration, stochastic PDEs and Malliavin calculus.

2605.13980 2026-05-22 quant-ph math.NT

From Hilbert's Tenth Problem to Quantum Speedup: Explicit Oracles for Bounded Diophantine Systems

从希尔伯特第十问题到量子加速:有界丢番图系统的显式 oracle

Gabriel Escrig, M. A. Martin-Delgado

AI总结 本文提出了一种完全可逆的量子算法框架,用于解决有界整数域上的任意多项式丢番图方程,通过显式门级合成评估 oracle 实现幅度放大,从而在空间复杂度和非克莱因门深度上实现了高效的量子算术处理,保证了与经典穷举搜索相比的二次加速。

Comments 19 pages, 7 figures, 1 table

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AI中文摘要

解决非线性丢番图系统位于整数优化和密码学的数学核心。虽然一般无界问题不可判定,即使在有界整数域上,最坏情况下仍经典不可行。在本工作中,我们介绍了一种完全可逆的量子算法框架,专门用于解决任意多项式丢番图方程。我们的核心方法是显式地在门级合成评估 oracle 以实现幅度放大。通过相干地评估多项式约束,利用原地的二进制补码算术和路由操作,将结果路由到单一的再利用累积器中,这种无垃圾策略实现了底层非线性算术的紧凑且可扩展的合成。通过分析推导和经验电路模拟,我们证明整体空间复杂度被界于 $q = \mathcal{O}((n + d^2)\log_2 N)$ 个逻辑量子比特,其中 $n$ 为变量数,最大次数 $d$,区间长度 $N$。非克莱因门的 Toffoli 深度被上界限定于 $\mathcal{O}(q^2)$。这种结构的缩放指数不随变量数量变化,仅线性地受系数的汉明权重调节。通过超越抽象黑盒假设,这种显式架构合成保证了必要的量子算术以有界多项式过载运行。这确保了在检索唯一分配或动态枚举未知数量的解时,相对于经典穷举搜索的二次加速。

英文摘要

Solving non-linear Diophantine systems lies at the mathematical core of integer optimization and cryptography. While the general unbounded problem is undecidable, even over bounded integer domains it remains classically intractable in the worst case. In this work, we introduce a fully reversible quantum algorithmic framework tailored to solve arbitrary polynomial Diophantine equations over bounded integer domains. The core of our approach is the explicit, gate-level synthesis of an evaluation oracle for amplitude amplification. By coherently evaluating polynomial constraints via in-place two's complement arithmetic and routing operations into a single recycled accumulator, this garbage-free strategy achieves a compact and scalable synthesis of the underlying non-linear arithmetic. Through analytical derivations and empirical circuit simulations, we prove that the overall spatial complexity is bounded by $q = \mathcal{O}((n + d^2)\log_2 N)$ logical qubits for $n$ variables, maximum degree $d$, and interval length $N$. The non-Clifford Toffoli depth is upper-bounded by $\mathcal{O}(q^2)$. This structural scaling exponent remains invariant to the variable count, modulated linearly only by the coefficients' Hamming weights. By moving beyond abstract black-box assumptions, this explicit architectural synthesis guarantees that the necessary quantum arithmetic acts as a bounded polynomial overhead. This ensures a quadratic speedup over classical exhaustive search, whether retrieving a unique assignment or dynamically enumerating an unknown number of solutions.

2605.13886 2026-05-22 math.NT

Parity vectors and paradoxical sequences in the accelerated Collatz map

奇偶向量与悖论序列在加速的科拉茨映射中的研究

Tong Niu

AI总结 本文研究了加速科拉茨映射中奇偶向量和悖论序列的性质,通过三个定理和一个数值观察,提出了关于奇偶向量密度、悖论序列计数以及有界长度悖论序列密度零的结论。

Comments v2: withdrawn - Rozier and Terracol arXiv:2502.00948v4 (April 2026) already enumerate the 593 paradoxical sequences in the accelerated Collatz map up to length 60 and identify the seven (j,q) pairs; the (46,73) mediant observation follows routinely from their data. Withdrawing to avoid duplication

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AI中文摘要

本文研究了加速的科拉茨迭代 $T(n) = (3n+1)/2$ 对于 $n$ 为奇数,$T(n) = n/2$ 对于 $n$ 为偶数的情况下的奇偶向量和悖论序列。基于Rozier和Terracol (arXiv:2502.00948, 2025)、Terras (1976)、Lagarias (1985) 和 Tao (2019) 的工作,我们证明了三个定理并添加了一个数值观察。第一个是Terras奇偶向量密度的精确有限形式;第二个是对每个固定长度 $k$ 的悖论 $Ω_k(n)$ 的闭式解析计数;第三个是有界长度悖论序列的密度零定理,具有明确的常数。在数值部分,对于Rozier-Terracol枚举中出现的七个 $(j, q)$ 对,其中第一个项 $n \le 10^9$,每个悖论简化比 $q/j$ 被发现是 $\log_3 2$ 相邻收敛量/半收敛量的左收敛量、左半收敛量或斯特林-布罗科特中项。三个定理都是无条件的。第四个观察在 $n \le 10^7$ 时得到验证,并推测适用于所有 $n$。我们不对科拉茨猜想或Terras的系数停止时间猜想做出任何声明。

英文摘要

This note studies parity vectors and paradoxical sequences in the accelerated Collatz iteration $T(n) = (3n+1)/2$ for $n$ odd, $T(n) = n/2$ for $n$ even. Building on Rozier and Terracol (arXiv:2502.00948, 2025), Terras (1976), Lagarias (1985), and Tao (2019), we prove three theorems and add one numerical observation. The first is a sharp finitary form of Terras's parity-vector density; the second is a closed-form analytic count of paradoxical $Ω_k(n)$ for each fixed length $k$. The third is a density-zero theorem for bounded-length paradoxical sequences with explicit constant. As for the numerical piece, among the seven $(j, q)$ pairs that show up in the Rozier-Terracol enumeration with first term $n \le 10^9$, every paradoxical reduced ratio $q/j$ turns out to be a left convergent, a left semiconvergent, or a Stern-Brocot mediant of adjacent convergents/semiconvergents of $\log_3 2$. The three theorems are unconditional. The fourth observation is verified for $n \le 10^7$ and conjectured for all $n$. We make no claim toward the Collatz conjecture or Terras's coefficient-stopping-time conjecture.

2605.13048 2026-05-22 math.AP cs.NA math.NA

Exact conservation and the Onsager threshold: a discrete exterior calculus theory for incompressible Navier-Stokes Equations

精确守恒与奥纳谢尔阈值:一种为不可压缩纳维-斯托克斯方程发展的离散外微分学理论

Peter Korn

AI总结 本文提出了一种基于离散外微分学的结构保持离散化方法,用于不可压缩欧拉和纳维-斯托克斯方程,通过闭合黎曼流形上的棱柱德劳内-沃洛诺伊网格。核心结果是一个选择原理:在离散层面的精确代数守恒不仅是一种保真属性,而且排除了其他离散化方法无条件接受的整个弱解类。

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AI中文摘要

我们开发了一种基于离散外微分学的严格理论,用于不可压缩欧拉和纳维-斯托克斯方程的结构保持离散化,基于闭合黎曼流形上的棱柱德劳内-沃洛诺伊网格。核心结果是一个选择原理:在离散层面的精确代数守恒不仅是一种保真属性,而且排除了其他离散化方法无条件接受的整个弱解类。我们在这四个领域中建立了这一结论。光滑解:收敛速度为O(h^{min(r_{rec},r_⋆)}|log h|^{β_d}),在粘性ν≥0下一致,其中β_3=0且β_2=1;在一般网格上是一阶,在具有质心接近性和重建对称性的网格上是二阶。雷亚-霍夫弱领域:子序列的L²极限是粘性系统的弱解。无粘性测度-值领域:极限是保守的测度-值欧拉解;其浓度缺陷在奥纳谢尔阈值α>1/3以上消失(前提是离散解在该处有统一的C^{0,α}界)。耗散领域:在任何正则性下都没有子序列收敛到能量耗散的欧拉解,这是由精确的离散能量守恒得出的结构排除,区分了该方案。1/3 < α < 1的间隙中,能量守恒和缺陷自由收敛成立,但唯一性仍不确定,这孤立了不可压缩流体动力学的核心开放问题。

英文摘要

We develop a rigorous theory for a structure-preserving discretisation of the incompressible Euler and Navier--Stokes equations, based on discrete exterior calculus on prismatic Delaunay--Voronoi meshes over closed Riemannian manifolds. The central result is a selection principle: exact algebraic conservation at the discrete level is not merely a fidelity property but rules out entire classes of weak solutions that other discretisations reach unconditionally. We establish this in four regimes. \emph{Smooth solutions}: convergence at rate $\mathcal{O}(h^{\min(r_{\rm rec},\,r_\star)}\,|\log h|^{β_d})$, uniformly in viscosity $ν\ge 0$, with $β_3 = 0$ and $β_2 = 1$; first order on general meshes and second order on meshes with centroid proximity and reconstruction symmetry. \emph{Leray--Hopf weak regime}: subsequential $L^2$ limits are weak solutions of the viscous system. \emph{Inviscid measure-valued regime}: limits are conservative measure-valued Euler solutions; their concentration defect vanishes above the Onsager threshold $α> 1/3$ \emph{provided the discrete solutions admit a uniform $C^{0,α}$ bound there}. \emph{Dissipative regime}: no subsequence converges to an energy-dissipating Euler solution at any regularity, a structural exclusion that follows from exact discrete energy conservation and distinguishes the scheme. The gap $1/3 < α< 1$, where energy conservation and defect-free convergence hold but uniqueness remains open, isolates the central open problem of inviscid fluid dynamics.

2605.12950 2026-05-22 math.OC

Stochastic Mean-Field LQ Stackelberg Differential Games with Random Coefficients: Theory and a Deep FBSDE Picard Solver

具有随机系数的随机均场线性二次斯塔克尔伯格微分博弈:理论与深度FBSDE皮卡求解器

Ying Yang, Jie Xiong, Zhouyu Wang

AI总结 本文研究了一种具有随机系数的随机均场线性二次斯塔克尔伯格微分博弈问题,通过扩展拉格朗日乘数法推导出追随者的最优响应的仿射算子表示,并通过深度FBSDE皮卡求解器解决领导者问题,验证了该框架的有效性。

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AI中文摘要

本文研究了一种具有随机系数的随机均场线性二次斯塔克尔伯格微分博弈问题。均场项与随机系数的相互作用使得传统解耦技术无法直接应用。我们应用扩展拉格朗日乘数法推导出追随者的最优响应的仿射算子表示。由此诱导出的领导者问题被公式化为具有算子值系数的广义随机线性二次控制问题,通过Riccati-free耦合FBSDE系统来表征斯塔克尔伯格最优控制。我们进一步开发了深度FBSDE皮卡求解器,通过追随者响应学习、响应灵敏度提取、领导者优化以及神经增强拉格朗日方法强制均场一致性约束,以保持斯塔克尔伯格顺序。数值研究涵盖了收敛诊断、离散化敏感性、Riccati校准、消融测试、控制扰动下的稳定性、斯塔克尔伯格-纳什比较以及一个金融应用,以验证所提出框架的有效性。

英文摘要

This paper studies a stochastic mean-field linear-quadratic Stackelberg differential game with random coefficients. The interaction between mean-field terms and random coefficients precludes the direct use of conventional decoupling techniques. We apply an extended Lagrange multiplier method to derive an affine operator representation of the follower's optimal response. The induced leader problem is then formulated as a generalized stochastic LQ control problem with operator-valued coefficients, and the Stackelberg optimal control is characterized through a Riccati-free coupled FBSDE system. We further develop a Deep FBSDE Picard Solver that preserves the Stackelberg order through follower-response learning, response-sensitivity extraction, leader optimization, and neural augmented Lagrangian enforcement of mean-field consistency constraints. Numerical studies covering convergence diagnostics, discretization sensitivity, Riccati calibration, ablation tests, stability under control perturbations, Stackelberg--Nash comparisons, and a financial application support the effectiveness of the proposed framework.

2605.11332 2026-05-22 hep-ph astro-ph.CO gr-qc

Reviving primordial black hole formation in slow first-order phase transitions

在缓慢的第一阶相变中复兴原始黑洞形成

Wen-Yuan Ai, Ke-Pan Xie

AI总结 研究探讨了在缓慢第一阶相变中生成大曲率扰动的机制,发现即使在相同参考系下评估密度对比和形成阈值,该机制仍可行,因为超冷却相变后缓慢的再加热过程使宇宙进入早期物质主导时期,使小过密度增长并形成原始黑洞。

Comments 6 pages + 2 figures + references + appendix; v2: discussion on PBH spins revised, numerical fits updated, refs updated

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AI中文摘要

在缓慢第一阶相变期间产生的大曲率扰动是原始黑洞的一个有前途的来源。然而,最近的分析表明,一旦在相同参考系下评估密度对比和形成阈值,该机制就会被排除。在本工作中,我们证明该机制仍然可行:在超冷却相变后,再加热可以足够缓慢,使宇宙进入早期物质主导时期,期间即使小的过密度也会增长并坍缩成原始黑洞。

英文摘要

Large curvature perturbations generated during slow first-order phase transitions are a promising source of primordial black holes. However, recent analyses suggested that the mechanism is ruled out once the density contrast and the formation threshold are evaluated in the same gauge. In this work, we show that this mechanism remains viable: after a supercooled transition, reheating can be sufficiently slow that the Universe enters an early matter-dominated era, during which even small overdensities grow and collapse into primordial black holes.

2605.10493 2026-05-22 math.OC cs.SY eess.SY stat.ML

A PAC-Bayes Approach for Controlling Unknown Linear Discrete-time Systems

一种用于控制未知线性离散时间系统的PAC-Bayes方法

Yujia Luo, Ye Pu, Jonathan H. Manton, Jingge Zhu

AI总结 本文提出了一种PAC-Bayes框架,用于学习未知随机线性离散时间系统的控制器,推导了数据依赖的高性能界限,并提出了具有理论保证的高效学习算法,适用于有限和无限控制器空间。与先前工作相比,我们的界限适用于无界二次成本,在LQG最优的特殊情况中,数值结果表明所学控制器的性能与LQG相当。

Comments 10 pages, 3 figures, IFAC 2026 conference

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AI中文摘要

本文提出了一种PAC-Bayes框架,用于学习未知随机线性离散时间系统的控制器,其中系统参数从一个固定但未知的分布中抽取。我们推导了任何学习得到的(随机)控制器性能的数据依赖的高概率界限,并提出了具有理论保证的新高效学习算法,这些算法可以用于有限和无限的控制器空间。与先前工作相比,我们的界限适用于无界二次成本。在LQG最优的特殊情况中,我们的数值结果表明所学控制器的性能与LQG相当。

英文摘要

This paper presents a PAC-Bayes framework for learning controllers for unknown stochastic linear discrete-time systems, where the system parameters are drawn from a fixed but unknown distribution. We derive a data-dependent high probability bound on the performance of any learned (stochastic) controller, and propose novel efficient learning algorithms with theoretical guarantees, which can be implemented for both finite and infinite controller spaces. Compared to prior work, our bound holds for unbounded quadratic cost. In the special case where LQG is optimal, our numerical results suggest that the learned controllers achieve comparable performance to LQG.

2605.08008 2026-05-22 cs.HC

Hot Wire 5D+: Evaluating Cognitive and Motor Trade-offs of Visual Feedback for 5D Augmented Reality Trajectories

热线5D+:评估视觉反馈在5D增强现实轨迹中的认知与运动权衡

Christian Masuhr, Julian Koch, Arne Wendt, Thorsten Schüppstuhl

AI总结 本研究通过控制的受试者内研究,评估了三种不同的AR UI概念在轨迹引导中的表现,探讨了视觉反馈对认知与运动权衡的影响,并建立了新手用户进行自由手5D轨迹跟踪的保守性能基准。

Comments 23 pages, 9 figures. This work has been submitted to the IEEE for possible publication. Supplemental material included

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AI中文摘要

增强现实(AR)越来越多地被用于指导用户在制造、非破坏性检测和手术等领域完成复杂的空间任务。这些应用通常需要严格遵循5D+轨迹,使用旋转对称工具(3D位置、2D方向和运动速度)。然而,这些多维跟踪任务中未经训练用户的传感器-运动基线,以及由不同视觉反馈范式引起的认知-运动权衡,仍缺乏研究。我们提出了一项受试者内用户研究(N=30),评估了三种不同的AR UI概念在轨迹引导中的表现,包括有和无明确方向约束的情况。我们基于内部AR跟踪分析了空间、方向和速度的符合情况,并通过高精度外部光学跟踪系统验证,以排除硬件漂移。通过将执行过程分为瞬态和稳态阶段,并应用对齐秩变换(ART)方差分析,我们分离了视觉设计与任务复杂性之间的交互效应。除了主观指标(NASA-TLX、SUS)外,我们的结果为新手用户进行自由手5D轨迹跟踪建立了保守性能基准。我们揭示了方向引起的认知-运动权衡,并识别了缓解UI协同效应。最终,我们提供了开发有效AR引导系统的经验基准和可行的设计指南。

英文摘要

Augmented Reality (AR) is increasingly utilized to guide users through complex spatial tasks in domains such as manufacturing, non-destructive testing, and surgery. These applications often require strict compliance with 5D+ trajectories using rotation-symmetric tools (3D position, 2D orientation, and movement speed). However, the sensori-motor baselines of untrained users during these multidimensional tracing tasks, along with the cognitive-motor trade-offs induced by varying visual feedback paradigms, remain underexplored. We present a controlled within-subjects user study (N=30) evaluating three distinct AR UI concepts for trajectory guidance, both with and without explicit orientation constraints. We analyzed spatial, orientational, and speed compliance based on the internal AR tracking, which was validated against a high-precision external optical tracking system to rule out hardware drift. By segmenting the execution into transient and steady-state phases and applying Aligned Rank Transform (ART) ANOVA, we isolated the interaction effects between visual design and task complexity. Alongside subjective metrics (NASA-TLX, SUS), our results establish conservative performance baselines for novice users performing freehand 5D trajectory following. We reveal orientation-induced cognitive-motor trade-offs and identify mitigating UI synergies. Ultimately, we provide empirical baselines and actionable design guidelines for developing effective AR guidance systems.

2605.05800 2026-05-22 cond-mat.supr-con

Enhancement of $J$$_c$ by Proton Irradiation in HgBa$_2$Ca$_2$Cu$_3$O$_8$$_+$$_δ$ Single Crystals

通过质子辐照增强HgBa$_2$Ca$_2$Cu$_3$O$_8$$_+$$_δ$单晶的$J$$_c$

Wenjie Li, Ran Guo, Xin Zhou, Qiang Hou, Mengqin Liu, Longfei Sun, Yuhang Zu, Wenshan Hong, Yuan Li, Sheng Li, Yue Sun, Zhixiang Shi, Tsuyoshi Tamegai

AI总结 研究通过质子辐照在HgBa$_2$Ca$_2$Cu$_3$O$_8$$_+$$_δ$单晶中引入钉扎中心,发现临界电流密度在1×10$^{16}$/cm$^2$的辐照剂量下显著增强,最高达到26 MA/cm$^2$,并观察到临界电流密度对磁场的幂律依赖性以及钉扎力密度的变化机制。

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Journal ref
Supercond. Sci. Technol. 39 055021 (2026)
AI中文摘要

临界电流密度是超导体实际应用的关键参数。在本研究中,对HgBa$_2$Ca$_2$Cu$_3$O$_8$$_+$$_δ$单晶进行了3 MeV质子辐照实验,以引入钉扎中心。辐照后,临界电流密度显著增强,其最大值出现在1×10$^{16}$/cm$^2$的辐照剂量下,2 K时自场临界电流密度从5.5 MA/cm$^2$提升至26 MA/cm$^2$。在77 K时,所有辐照后的单晶自场临界电流密度均超过0.1 MA/cm$^2$。辐照后观察到临界电流密度对磁场的幂律依赖性,具有接近1的较大幂律指数α。观察到归一化的磁弛豫率随磁场的单调依赖性,这可能是由于Hg1223单晶中较大的各向异性导致的低不可逆磁场所致。通过分析辐照前后晶体的钉扎力密度,发现了一种清晰的机制变化。

英文摘要

Critical current density is the key parameter for the practical application of superconductivity. In this study, 3 MeV proton irradiation experiments were conducted on HgBa$_2$Ca$_2$Cu$_3$O$_8$$_+$$_δ$ single crystals to introduce pinning centers. The critical current density is found to be strongly enhanced after the irradiation with its maximum at a dose of 1$\times$10$^{16}$/cm$^2$, where the self-field critical current density at 2 K is enhanced from 5.5 MA/cm$^2$ to 26 MA/cm$^2$. At 77 K, the self-field critical current density for all irradiated crystals is over 0.1 MA/cm$^2$. The power-law dependence of the critical current density on the magnetic field is observed after irradiation, with a large power-law exponent $α$ close to 1. A monotonic magnetic field dependence of the normalized magnetic relaxation rate is observed, which could be attributed to the low irreversibility field caused by the large anisotropy in Hg1223 single crystals. Through the analysis of the pinning force density of the crystal before and after irradiation, a clear mechanism change has been observed.

2605.05468 2026-05-22 astro-ph.SR astro-ph.EP

A single power law for the TRAPPIST-1 flare distribution across four orders of magnitude in energy

TRAPPIST-1 flare分布的能量范围内的单一幂律

Valeriy Vasilyev, Alexander I. Shapiro, Nadiia Kostogryz, Chia-Lung Lin, Greg Kopp, Benjamin V. Rackham, Astrid M. Veronig, Olivia Lim, Julien de Wit, Daniel Apai, Laurent Gizon, Sami K. Solanki, Sara Seager

AI总结 本文通过联合分析JWST和KEPLER数据,发现TRAPPIST-1的耀斑频率分布遵循单一幂律,为理解其行星辐射历史和大气化学提供了关键数据。

Comments accepted for publication in ApJL

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AI中文摘要

TRAPPIST-1是一颗频繁发生耀斑的超冷矮星。这些耀斑塑造了周围行星的高能辐射环境,对大气化学和逃逸有影响,并可能污染这些行星的传输光谱。因此,一个覆盖整个能量范围的定量耀斑频率分布(FFD)对于解释JWST光谱和建模行星的辐射历史至关重要。本文通过联合分析约87小时的JWST/NIRISS和JWST/NIRSpec时间序列光谱,以及约74天的KEPLER/K2光度计数据,提出了一个跨越四个数量级能量的统一FFD。为了在这些异质数据集中实现一致的比较,我们将所有事件转换为TESS带通的能量。对于KEPLER到TESS的转换,我们采用适用于超冷矮星的较冷耀斑连续体(T_flare=3500 K)。在修正耀斑检测灵敏度后,结合JWST+K2的累积FFD与单一幂律一致,即N(≥E_TESS) ∝ E_TESS^{-β},其中β=0.753,在E_TESS≈10^{29} - 10^{33} erg范围内。分布的斜率表明,时间平均的耀斑能量预算主要由罕见的高能事件主导,而不是更多的低能耀斑。此外,我们发现能量E_TESS > 10^{32} erg的强耀斑每25天发生一次,比之前TRAPPIST-1/类比FFD估计的频率高一个数量级。这种高频率的高能耀斑对TRAPPIST-1行星的大气逃逸、光化学和宜居性评估有重要影响。

英文摘要

TRAPPIST-1 is an ultra-cool dwarf that flares frequently. These flares shape the surrounding planets' high-energy irradiation environments, with consequences for atmospheric chemistry and escape, and they can contaminate transmission spectroscopy of those planets. A quantitative flare-frequency distribution (FFD) spanning the full energy range is therefore essential for both interpreting JWST spectra and modeling the planets' irradiation histories. Here we present a unified FFD over four orders of magnitude in energy by jointly analyzing $\approx$87\,hr of JWST/NIRISS and JWST/NIRSpec time-series spectroscopy together with $\approx$74\,days of \textit{Kepler}/K2 photometry. To enable a consistent comparison across these heterogeneous datasets, we convert all events to energies in the TESS bandpass. For the Kepler-to-TESS conversion we adopt a cooler flare continuum appropriate for ultra-cool dwarfs ($T_{\rm flare}=3500$\,K). After correcting for flare-detection sensitivities, the combined JWST+K2 cumulative FFD is consistent with a single power law, $N(\ge E_\mathrm{TESS})\propto E_\mathrm{TESS}^{-β}$, with $β=0.753$ over $E_{\rm TESS}\simeq10^{29}$-$10^{33}$\,erg. The slope of the distribution indicates that the time-averaged flare energy budget is dominated by rare, high-energy events rather than by the more numerous low-energy flares. Moreover, we found that strong flares with energies $E_\mathrm{TESS} > 10^{32}$~erg occur once every 25 days, about an order of magnitude more frequently than inferred from previous TRAPPIST-1/analog FFD estimates. This elevated rate of energetic flares has important implications for atmospheric escape, photochemistry, and habitability assessments of the TRAPPIST-1 planets.

2605.05243 2026-05-22 math.CA math-ph math.FA math.MP

Proof of the Holevo--Utkin conjecture on sharp $\ell_p$ norms for zero-sum vectors

零和向量的锐利ℓ_p范数猜想的证明

Haonan Zhang

AI总结 本文证明了Holevo和Utkin关于零和向量的锐利ℓ_p范数猜想,解决了d≥4的情况。

Comments 23 pages. Some typos corrected. More results and references added

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AI中文摘要

令d≥3且p>0。设‖x‖_p表示d维向量x的ℓ_p(准)范数。Holevo和Utkin [26] 猜测对于0<p≤1,$$ \min \left\{ rac{\|x\|_p}{\|x\|_2}:\vec{0} eq x\in\mathbb R^d,\ \sum_{i=1}^d x_i=0 ight\} =2^{1/p-1/2}; $$ 对于1<p<2,$$ \min \left\{ rac{\|x\|_p}{\|x\|_2}:\vec{0} eq x\in\mathbb R^d,\ \sum_{i=1}^d x_i=0 ight\} = \min\left\{2^{1/p-1/2},\left( rac{(d-1)^{p/2}+(d-1)^{1-p/2}}{d^{p/2}} ight)^{1/p} ight\}; $$ 对于2<q<∞,$$ \max\left\{ rac{\|x\|_q}{\|x\|_2}:\vec{0} eq x\in\mathbb R^d,\ \sum_{i=1}^d x_i=0 ight\} = \max\left\{2^{1/q-1/2},\left( rac{(d-1)^{q/2}+(d-1)^{1-q/2}}{d^{q/2}} ight)^{1/q} ight\}. $$ 他们在[26]中证明了d=3的情况。在本文中,我们确认了剩余情况d≥4的猜想。

英文摘要

Let $d\ge 3$ and $p>0$. Let $\|x\|_p$ denote the $\ell_p$ (quasi-)norm of a $d$-dimensional vector $x$. Holevo and Utkin \cite{HU26} conjectured that for $0<p\le 1$, \[ \min \left\{\frac{\|x\|_p}{\|x\|_2}:\vec{0}\neq x\in\mathbb R^d,\ \sum_{i=1}^d x_i=0\right\} =2^{1/p-1/2}; \] for $1<p<2$, \[ \min \left\{\frac{\|x\|_p}{\|x\|_2}:\vec{0}\neq x\in\mathbb R^d,\ \sum_{i=1}^d x_i=0\right\} = \min\left\{2^{1/p-1/2},\left(\frac{(d-1)^{p/2}+(d-1)^{1-p/2}}{d^{p/2}}\right)^{1/p}\right\}; \] and for $2<q<\infty$ \[ \max\left\{\frac{\|x\|_q}{\|x\|_2}:\vec{0}\neq x\in\mathbb R^d,\ \sum_{i=1}^d x_i=0\right\} = \max\left\{2^{1/q-1/2},\left(\frac{(d-1)^{q/2}+(d-1)^{1-q/2}}{d^{q/2}}\right)^{1/q}\right\}. \] They proved the $d=3$ case in \cite{HU26}. In this paper, we confirm the conjecture of the remaining cases $d\ge 4$.

2605.04988 2026-05-22 astro-ph.HE

The one and the only: the pulsar - white dwarf system in NGC 6749

独一无二的:NGC 6749中的脉冲星-白矮星系统

Paulo C. C. Freire, Yinfeng Dai, Mario Cadelano, Cristina Pallanca, Zurong Zhou, Zhichen Pan, Luca Rosignoli, Davide Massari, Mattia Libralato and, Craig Heinke

AI总结 研究通过结合阿雷西博和FAST数据,确定了NGC 6749中脉冲星-白矮星系统的精确轨道和自转参数,并探讨了其可能的自转减速机制及与球状星团的关联性。

Comments 8 pages, 4 figures, two tables. Accepted for publication in Astronomy & Astrophysics

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AI中文摘要

PSR J1905+0154A是一种位于球状星团(GC)NGC 6749中的双星毫秒脉冲星。该脉冲星于2004年在使用阿雷西博305米射电望远镜进行的球状星团脉冲星搜索中被发现。该脉冲星具有3.2毫秒的自转周期和0.81天的轨道周期,其轨道偏心率低,伴星质量低。结合早期阿雷西博和后期FAST数据,我们推导出该脉冲星的相位相干定时解,覆盖了20年的时间跨度。这包括对系统轨道、自转和轨道参数的精确测量。由于该GC的引力场预测加速度范围小,可以估计其固有自转减速:推断的表面磁感应强度(2.2-2.4×10⁸ G)和特征年龄(2.8-3.5 Gyr)与银河系中毫秒脉冲星(MSPs)的典型值一致。该脉冲星的位置与整个HST数据集中该GC中非常少数的白矮星(WDs)候选位置重合。伴星在颜色-光度图中的位置与氦白矮星一致,质量为0.17-0.19 M_sun,冷却年龄为0.4-0.7 Gyr,表面温度为11,600-14,800 K。与脉冲星的特征年龄的比较表明,在罗奇洛夫脱离时,自转周期在1.98到2.62 ms之间。该系统相对于GC的速率是4.5倍标准差显著,比逃逸速度大一个数量级,这使得该脉冲星可能不与该GC相关。最后,我们试图确认该GC中的第二个脉冲星候选者未获得积极确认,也未发现该GC中的其他脉冲星。

英文摘要

PSR J1905+0154A is a binary millisecond pulsar located in the globular cluster (GC) NGC 6749. It was discovered in 2004 in a search for pulsars in GCs carried out with the Arecibo 305-m radio telescope. The pulsar has a spin period of 3.2 ms, an orbital period of 0.81 days, and is in a low-eccentricity orbit with a low-mass WD companion. Combining early Arecibo and latter Five Hundred meter Aperture Spherical Telescope (FAST) data, we were able to derive a phase-coherent timing solution for this pulsar, which now spans 20 years. This includes a precise measurement of the astrometric, spin and orbital parameters of the system. The small range of predicted accelerations expected from the gravitational field of this GC allows an estimate of the intrinsic spin-down: the inferred magnetic field at the surface (2.2 - 2.4 * 10^8 G) and characteristic age (2.8 - 3.5 Gyr) are typical of what one finds among MSPs in the Galactic field. The position of this pulsar coincides with the position of one of the very few candidate white dwarfs (WDs) in the whole HST dataset on this GC. The position of the companion in the colour-magnitude diagram is consistent with a Helium WD with a mass of 0.17 - 0.19 M_sun, a cooling age of 0.4 - 0.7 Gyr, and a surface temperature of 11,600 - 14,800 K. A comparison with the characteristic age of the pulsar indicates that at the time of Roche lobe detachment, the spin period was between 1.98 and 2.62 ms.. The velocity of the system relative to the GC, which is 4.5-sigma significant and an order of magnitude larger than the escape velocity, raises the possibility that, despite its location close to the centre of the GC, the pulsar might not be associated with it. Finally, our effort to confirm a second pulsar candidate in this GC did not yield a positive confirmation, nor the discovery of any additional pulsar in this GC.

2605.04328 2026-05-22 math.CO

The pebbling number of Fibonacci cubes

Fibonacci立方体的推石数

Tong Niu

AI总结 本文确定了Fibonacci立方体Γ_n的推石数π(Γ_n)等于2^n,尽管Γ_n的顶点数远少于超立方体Q_n。研究通过势函数论证得出下界,并利用加权函数引理和穷举MILP验证得出上界,从而缩小了差距。

Comments v2: withdrawn. Mollard (Discrete Applied Mathematics 358, January 2025, Theorem 1) proves the pebbling number of the Fibonacci cube satisfies pi(Gamma_n) = 2^n for all n >= 1, strictly subsuming the n <= 6 result of this paper. Withdrawing to avoid duplication

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AI中文摘要

第n个Fibonacci立方体Γ_n是超立方体Q_n的子图,由不包含两个连续1的二进制字符串诱导。我们确定对于n≤6,π(Γ_n)=2^n,即Γ_n的推石数等于其所在超立方体Q_n的推石数,尽管Γ_n的顶点数远少于Q_n。下界通过标准势函数论证得出。对于上界,加权函数引理给出2^n+1,即多出一个,因此通过穷举MILP验证闭合了这个差距。我们推测对于所有n,π(Γ_n)=2^n。

英文摘要

The $n$-th Fibonacci cube $Γ_n$ is the subgraph of the hypercube $Q_n$ induced by binary strings with no two consecutive ones. We determine $π(Γ_n) = 2^n$ for $n \le 6$, so the pebbling number of $Γ_n$ equals that of the ambient hypercube $Q_n$ despite $Γ_n$ having far fewer vertices. The lower bound is a standard potential argument. For the upper bound, the Weight Function Lemma yields $2^n+1$ -- one too many -- so we close the gap by exhaustive MILP verification. We conjecture $π(Γ_n) = 2^n$ for all $n$.

2605.00953 2026-05-22 cs.IT cs.CC math.IT math.OC

Information Accessibility Limits in Structured NP Search

结构NP搜索中的信息可访问性限制

Jing-Yuan Wei

AI总结 本文研究了在接近P矩阵边界的矩阵族中定位违规主子式的问题,从信息可访问性角度分析了该搜索问题,揭示了即使存在强代数结构,局部查询也可能难以推断违规子集的位置,并通过互信息和Fano不等式刻画了信息获取的限制。

Comments 24 pages, 1 figure. Includes appendices with explicit constructions and numerical examples

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AI中文摘要

我们研究了在接近P矩阵边界的矩阵族中定位违规主子式的问题。而不是仅仅从计算复杂性角度看待该搜索问题,我们从信息可访问性角度进行分析。我们证明,尽管存在强代数结构,违规子集的位置可能仍难以通过局部查询推断。在稀疏违规 regime 中,局部观测通常只能提供有限的排除能力,且多项式次查询在诱导 oracle 模型下仅积累微弱的关于隐藏见证的信息。利用互信息和Fano不等式,我们刻画了由此产生的信息获取限制。分析突显了结构与可访问性之间的概念区别:一个问题可能具有丰富的底层结构,但所需的信息可能仍只能从可观测的响应中弱推断出来。

英文摘要

We study the problem of locating violating principal minors in matrix families lying near the boundary of P-matrices. Rather than viewing this search problem purely through computational complexity, we analyze it from an information-accessibility perspective. We show that, despite strong underlying algebraic structure, the location of a violating subset may remain difficult to infer through local queries. In the sparse-violation regime, local observations typically provide only weak eliminative power, and polynomially many queries accumulate only vanishing mutual information about the hidden witness under the induced oracle model. Using mutual information and Fano's inequality, we characterize the resulting limitation on information acquisition. The analysis highlights a conceptual distinction between structure and accessibility: a problem may possess rich underlying structure while the information required to identify a hidden witness remains weakly inferable from observable responses.

2605.00124 2026-05-22 gr-qc astro-ph.HE

Merger remnant and eccentricity dynamics surrogates for eccentric nonspinning black hole binaries

并合残骸与偏心率动力学代理模型用于非自转黑洞双星的偏心性

Adhrit Ravichandran, Peter James Nee, Keefe Mitman, Tousif Islam, Scott E. Field, Vijay Varma, Michael Boyle, Andrea Ceja, Nils Deppe, Noora Ghadiri, Lawrence E. Kidder, Prayush Kumar, Marlo Morales, Jordan Moxon, Kyle C. Nelli, Harald P. Pfeiffer, Antoni Ramos-Buades, Katie Rink, Hannes R. Rüter, Mark A Scheel, Md Arif Shaikh, Leo C. Stein, Daniel Tellez, William Throwe, Nils L. Vu

AI总结 本文提出两个基于数值相对论模拟的新模型,用于预测偏心非自转黑洞双星并合残骸的性质及偏心率和均 anomaly 的演化,为引力波科学提供更精确的模拟工具。

Comments 17 pages, 14 figures, 1 appendix

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AI中文摘要

准确的并合残骸模型对引力波科学越来越重要,包括环形下降的引力测试、黑洞种群推断和分层并合建模。对于偏心双星,残骸质量、自转和反冲携带了非平凡的偏心性印记,这些信息既物理上有意义又更具挑战性,但相较于准圆形情况仍不完善。我们提出了两个新的模型,基于非等质量、非自转偏心双星的数值相对论(NR)模拟:NRSurE_q4NoSpin_Remnant,用于预测残骸性质;NRSurE_q4NoSpin_Dynamics,用于偏心率和均 anomaly 的时间域代理模型。两个模型均在三维参数空间中训练,质量比 q ≤ 4,偏心率 e < 0.23,均 anomaly ℓ ∈ [0,2π) 弧度,其中 e 和 ℓ 在 t=-1000M(相对于峰值振幅)时定义,M 为总质量。我们强调了一些应用,包括偏心性对残骸性质的表观影响以及反冲的增强或抑制。我们还为所有建模量提供了误差估计,支持在当前和未来的引力波参数估计分析中可靠使用。两个模型将通过开源代码提供。

英文摘要

Accurate models of merger remnants are increasingly important for gravitational-wave science, including precision tests of gravity with ringdown, inference of black-hole populations, and modeling hierarchical mergers. For eccentric binaries, remnant mass, spin, and recoil carry nontrivial imprints of eccentricity that are both physically informative and more challenging to model, yet remain less developed than in the quasi-circular case. We present two new models trained on numerical-relativity (NR) simulations of unequal-mass, non-spinning eccentric binary black holes: NRSurE_q4NoSpin_Remnant, which predicts remnant properties, and NRSurE_q4NoSpin_Dynamics, a time-domain surrogate for the evolution of eccentricity and mean anomaly. Both models are trained on NR simulations over a three-dimensional parameter space with mass ratios $q \leq 4$, eccentricity $e < 0.23$, and mean anomaly $\ell \in [0,2π)$ radians, where both $e$ and $\ell$ defined at $t=-1000M$ relative to peak amplitude and $M$ is the total mass. We highlight some applications, including the phenomenological impact of eccentricity on remnant properties and the enhancement or suppression of recoil. We also provide error estimates for all modeled quantities, supporting reliable use in current and future gravitational-wave parameter-estimation analyses. Both models will be made available through open-source codes.