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2409.09842 2026-05-08 math.GT

The search for alternating surgeries

寻找交替手术

Kenneth L. Baker, Marc Kegel, Duncan McCoy

AI总结 本文研究了交替手术的算法可计算性及结构特性,通过计算多种结的交替手术斜率,揭示了强可逆结和非对称结的交替手术现象,并给出了超曲面结的交替手术斜率上界。

Comments 68 pages, 7 figures, 3 tables; V2: Revisions following a referee report. To appear in the Journal of Topology

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AI中文摘要

在$S^3$中对结进行手术,若所得结果为交替链环的双分支覆盖,则称为交替手术。本文的主要理论贡献是证明交替手术斜率集可算法计算,并建立若干结构结果。此外,我们计算了多个结的交替手术斜率,包括所有超曲面结在SnapPy普查中的情况。这些例子表现出强可逆结具有唯一交替手术以及非对称结具有两个交替手术斜率的现象。我们还建立了交替手术斜率的上界,显示超曲面结的交替手术斜率满足$|p/q| \leq 3g(K)+4$。值得注意的是,此界适用于棱镜空间手术,从而加强了Goda和Teragaito猜想中的已知亏格界。

英文摘要

Surgery on a knot in $S^3$ is said to be an alternating surgery if it yields the double branched cover of an alternating link. The main theoretical contribution is to show that the set of alternating surgery slopes is algorithmically computable and to establish several structural results. Furthermore, we calculate the set of alternating surgery slopes for many examples of knots, including all hyperbolic knots in the SnapPy census. These examples exhibit several interesting phenomena including strongly invertible knots with a unique alternating surgery and asymmetric knots with two alternating surgery slopes. We also establish upper bounds on the set of alternating surgeries, showing that an alternating surgery slope on a hyperbolic knot satisfies $|p/q| \leq 3g(K)+4$. Notably, this bound applies to lens space surgeries, thereby strengthening the known genus bounds from the conjecture of Goda and Teragaito.

2409.05512 2026-05-08 cs.DB cs.DL cs.IR

DatAasee -- A Metadata-Lake as Metadata Catalog for a Virtual Data-Lake

DatAasee -- 一个作为虚拟数据湖元数据目录的元数据湖

Christian Himpe

AI总结 本文提出一种基于数据湖的元数据湖架构,用于管理分布式数据源的元数据,并展示了一个概念验证实现及其评估。

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AI中文摘要

分布式数据源的元数据管理是一个长期存在但持续增长的问题。为了在研究数据和图书馆环境中应对这一挑战,本文构建了一种源自数据湖的元数据湖架构。本文展示了所提出元数据聚合器的概念验证实现,并进行了简要评估。

英文摘要

Metadata management for distributed data sources is a long-standing but ever-growing problem. To counter this challenge in a research-data and library-oriented setting, this work constructs a data architecture, derived from the data-lake: the metadata-lake. A proof-of-concept implementation of this proposed metadata aggregator is presented and briefly evaluated.

2409.01033 2026-05-08 physics.optics cond-mat.mtrl-sci physics.atom-ph

Simulating strong-field electron-hole dynamics in solids probed by attosecond transient absorption spectroscopy

利用阿秒瞬态吸收光谱探测宽禁带材料中强场电子-空穴动力学模拟

Stefano M. Cavaletto, Lars Bojer Madsen

AI总结 本文利用半导体布洛赫方程和时间依赖密度泛函理论研究宽禁带材料中电子动力学,通过阿秒极紫外探测脉冲预测瞬态吸收光谱信号,验证了基于布洛赫方程的模型。

Comments 21 pages, 8 figures

Journal ref Phys. Rev. A 110, 053111 (2024)

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AI中文摘要

我们研究了一种宽禁带材料的超快电子动力学,该材料在强泵浦脉冲激发下具有内带、价带和导带,通过延迟的阿秒极紫外探测脉冲进行监测。采用半导体布洛赫方程(SBEs)和时间依赖密度泛函理论(TDDFT)进行互补计算和比较。TDDFT用于研究有限大小系统,而SBEs用于研究具有周期边界条件的固体,计算晶体动量依赖的能量带和能带间耦合,采用平行运输结构规范。由此得到的强场电子动力学用于预测阿秒瞬态吸收光谱(ATAS)信号,作为探测脉冲频率和泵浦-探测脉冲间隔函数的函数。两种模拟协议都捕捉到ATAS信号中的时间延迟依赖的光谱特征。我们的TDDFT和SBE基于结果之间的非常良好的一致性使我们能够将原生TDDFT模拟解释为SBEs的能带间耦合,验证了我们的SBE基于模型并支持其结论。

英文摘要

We investigate the ultrafast electron dynamics of a model of a wide-bandgap material with inner, valence, and conduction bands excited by an intense few-femtosecond pump and monitored by a delayed attosecond extreme-ultraviolet probe pulse. Complementary computational methods are utilized and compared, based on the semiconductor Bloch equations (SBEs) and time-dependent density functional theory (TDDFT). TDDFT is employed to study a finite-size system, while the SBEs are utilized to investigate the corresponding solid with periodic boundary conditions imposed, with the crystal-momentum-dependent energy bands and interband couplings calculated in the parallel-transport structure gauge. The resulting strong-field electron dynamics are employed to predict experimentally accessible attosecond transient absorption spectroscopy (ATAS) signals as a function of the probe-pulse frequency and pump-probe interpulse delay. Both simulation protocols similarly capture the time-delay-dependent spectral features in the ATAS signals. The very good agreement between our TDDFT and SBE-based results allows us to interpret the ab-initio TDDFT simulations in terms of SBEs' interband couplings, validating our SBE-based model and corroborating its conclusions.

2408.15731 2026-05-08 math.NA cs.NA

Finite element discretization of the steady, generalized Navier-Stokes equations for small shear stress exponents

稳态广义纳维-斯托克斯方程的有限元离散化

Alex Kaltenbach, Julius Jeßberger

AI总结 本文提出了一种用于稳态、不可压缩、完全非均匀广义纳维-斯托克斯方程的有限元离散化方法,适用于所有剪切应力指数p>2d/(d+2),并给出了速度场和运动压力的先验误差估计及数值实验。

Comments 22 pages, 3 tables

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AI中文摘要

本文提出了一种用于稳态、不可压缩、完全非均匀广义纳维-斯托克斯方程的有限元(FE)离散化方法。通过发散重建算子的方法,该公式适用于所有剪切应力指数p>2d/(d+2)。Dirichlet边界条件通过任何收敛速度足够的边界数据离散化强加。推导了速度场和运动压力的先验误差估计,并进行了数值实验。这些实验确认了速度场的先验误差估计的近似最优性。如果p≤2,则运动压力的先验误差估计也是近似最优的。

英文摘要

A finite element (FE) discretization for the steady, incompressible, fully inhomogeneous, generalized Navier-Stokes equations is proposed. By the method of divergence reconstruction operators, the formulation is valid for all shear stress exponents $p > \tfrac{2d}{d+2}$. The Dirichlet boundary condition is imposed strongly, using any discretization of the boundary data which converges at a sufficient rate. $\textit{A priori}$ error estimates for the velocity vector field and kinematic pressure are derived and numerical experiments are conducted. These confirm the quasi-optimality of the $\textit{a priori}$ error estimate for the velocity vector field. The $\textit{a priori}$ error estimates for the kinematic pressure are quasi-optimal if $p \leq 2$.

2408.00885 2026-05-08 econ.GN q-fin.EC

A Perfect Storm: First-Nature Geography and Economic Development

风暴之始:自然地理与经济发展

Christian Vedel

AI总结 研究自然地理变化对经济发展的冲击,通过1825年风暴改变地理连接的案例,发现贸易和人口变化对经济繁荣的影响。

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AI中文摘要

自然地理形状繁荣的位置。我通过研究当它突然变化时的影响提供证据。1825年,风暴冲破了阿格厄伊斯特mus,将丹麦西部的利姆弗德地区与北海连接起来。我证明贸易随之而来。繁荣也随之转移:人口在一代内增长了27.0%,相对于市场访问的弹性为1.6,职业转向渔业和制造业。生育,而非迁移,推动了扩张。一个镜像实验,水道关闭约1086-1208年,导致中世纪硬币和建筑发现的对称下降。

英文摘要

First-nature geography shapes the location of prosperity. I provide evidence by investigating the effects when it suddenly changes. In 1825 a storm breached the Agger Isthmus. This connected Denmark's west Limfjord Region to the North Sea. I demonstrate that trade followed. Prosperity relocated with it: population rose 27.0 percent within a generation - an elasticity of 1.6 relative to market access - with occupational shifts toward fishing and manufacturing. Fertility, not migration, drove the expansion. A mirror experiment, the waterway's closure circa 1086-1208, caused symmetric declines in medieval coin and building finds.

2407.16548 2026-05-08 math.DS

Variational principles for metric mean dimension with potential of level sets

关于具有水平集势函数的度量均维的变分原理

Lucas Backes, Chunlin Liu, Fagner B. Rodrigues

AI总结 本文基于熵和Katok熵,建立了三个变分原理,用于研究连续映射水平集势函数的上度量均维,并应用于悬链流的度量均维研究。

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AI中文摘要

我们建立了三个变分原理,用于连续映射水平集势函数的上度量均维,基于分区熵和Katok熵。我们的结果适用于具有规范性质的动力系统。此外,我们应用这些结果研究悬链流的度量均维。

英文摘要

We establish three variational principles for the upper metric mean dimension with potential of level sets of continuous maps in terms of the entropy of partitions and Katok's entropy of the underlying system. Our results hold for dynamical systems exhibiting the specification property. Moreover, we apply our results to study the metric mean dimension of suspension flows.

2407.07068 2026-05-08 eess.SY cs.SY math.OC

Chance-Constrained Energy Storage Pricing for Social Welfare Maximization

基于社会福利最大化的能源存储定价框架

Ning Qi, Ningkun Zheng, Bolun Xu

AI总结 本文提出一种新的能源存储定价框架,旨在通过社会福利最大化目标优化经济调度。该框架可帮助电力系统运营商生成存储的默认报价或评估存储参与者的市场力量。通过两阶段可能性约束方法,系统整合了系统平衡约束和不确定性考虑,展示了存储机会成本的凸性及与未来能源和备用价格的线性耦合关系。

Comments Submitted to IEEE Transactions on Energy Markets, Policy and Regulation

Journal ref IEEE Transactions on Energy Markets, Policy and Regulation, vol. 3, no. 4, pp. 486-497, Dec. 2025

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AI中文摘要

本文提出了一种新的框架,用于在经济调度中对能源存储进行定价,以实现社会福利最大化的目标。该框架可用于电力系统运营商生成存储的默认报价或评估存储参与者的市场力量。我们基于两阶段可能性约束方法推导出一个理论框架,系统地整合了系统平衡约束和不确定性考虑。我们提出了联合可能性约束的可处理改写方法。分析结果表明,存储的机会成本是凸的,并且随着净负荷不确定性增加而增加。我们还展示了存储的机会价格是有界的,并且与未来能源和备用价格呈线性耦合关系。我们通过ISO-NE测试系统展示了所提方法的有效性,并将其与价格接受者存储利润最大化报价模型进行了比较。仿真结果表明,所提出的市场设计使电力支付平均减少17.4%,系统成本减少3.9%,同时减少存储的利润边际,这些减少随着可再生能源和存储容量的增加而扩大。

英文摘要

This paper proposes a novel framework to price energy storage in economic dispatch with a social welfare maximization objective. This framework can be utilized by power system operators to generate default bids for storage or to benchmark market power in bids submitted by storage participants. We derive a theoretical framework based on a two-stage chance-constrained formulation which systematically incorporates system balance constraints and uncertainty considerations. We present tractable reformulations for the joint chance constraints. Analytical results show that the storage opportunity cost is convex and increases with greater net load uncertainty. We also show that the storage opportunity prices are bounded and are linearly coupled with future energy and reserve prices. We demonstrate the effectiveness of the proposed approach on an ISO-NE test system and compare it with a price-taker storage profit-maximizing bidding model. Simulation results show that the proposed market design reduces electricity payments by an average of 17.4% and system costs by 3.9% while reducing storage's profit margins, and these reductions scale up with the renewable and storage capacity.

2406.20043 2026-05-08 math.AP math-ph math.CV math.DG math.MP

Existence of Solutions to the Seiberg-Witten Vortex Equations with Exponential Decay on the Plane

平面上的塞伯格-维顿漩涡方程解的存在性

William L. Blair, Minh Lam Nguyen

AI总结 本文研究了平面上的希奇金型降维塞伯格-维顿方程模空间,证明其包含指数衰减解和多项式增长解。

Comments 35 pages, comments are welcome! Fix typos, make revisions. In particular, the previously considered Kazdan-Warner equation is no longer relevant. In its place, we study an existence result for a singular sinh-Gordon equation

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AI中文摘要

Clifford Taubes证明了平面Yang-Mills-Higgs功能变分方程的模空间非空,其元素对应于

英文摘要

Clifford Taubes showed that the moduli space of the variational equation of the Yang-Mills-Higgs functional on the plane is non-empty, and its elements correspond to "vortices". Inspired by this result, in this paper, we show that the moduli space of the Hitchin-type dimensional reduction of the Seiberg-Witten equations on the plane contains both exponentially decayed solutions and polynomial growth solutions.

2406.17063 2026-05-08 math.NT math.AG math.OA

Arakelov geometry of Cuntz-Pimsner algebras

Cuntz-Pimsner代数的Arakelov几何

Igor V. Nikolaev

AI总结 利用C*-代数的K理论研究Arakelov几何,证明V的Picard群与关联的Cuntz-Pimsner代数的K0群同构,并应用于数域上代数簇的有限性问题。

Comments to appear in Mathematische Nachrichten

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AI中文摘要

我们利用C*-代数的K理论研究Arakelov几何,即算术方案V→Spec Z的紧致化。特别是,证明了V的Picard群与关联到V的Cuntz-Pimsner代数的K0群同构。我们应用该结果到数域上代数簇的有限性问题。

英文摘要

We use $K$-theory of the $C^*$-algebras to study the Arakelov geometry, i.e. a compactification of the arithmetic schemes $V\to Spec ~\mathbf{Z}$. In particular, it is proved that the Picard group of $V$ is isomorphic to the $K_0$-group of a Cuntz-Pimsner algebra associated to $V$. We apply the result to the finiteness problem for the algebraic varieties over number fields.

2405.11608 2026-05-08 quant-ph cs.CR cs.DC cs.ET

Private Delegated Quantum Computing for User-Level and Industry-Level Settings

用户级和产业级的隐私委托量子计算

Alejandro Mata Ali, Adriano Mauricio Lusso, Edgar Mencia

AI总结 本文提出了一种模块化的隐私委托量子计算协议体系,针对用户级和产业级场景,通过量子资源参数化,明确客户端能力、委托门集、对抗模型、泄露和隐私声明,区分不同隐私层次。

Comments 45 pages, 9 figures, improved versions with more protocols, good privacy analysis and mathematical rigor

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AI中文摘要

我们提出了一种模块化的隐私委托量子计算协议体系,专门针对用户级和产业级场景,并根据客户端可用的量子资源进行参数化。对于每个协议,我们指定了客户端能力、委托门集、对抗模型、传输泄露和由此产生的隐私声明。该体系将QOTP状态隐私在声明泄露下的分离,与依赖泄露的传输层面角度模糊,编译器和泄露函数依赖的结构隐私,以及输出隐私分开。阐明了在量子一次垫加密数据上通过经典密钥更新评估公共克莱因门操作的条件,以及确定非克莱因门隐私、非 collusion 或额外原始语义所需的位置。经典客户端分支使用持久公共节点,匹配隐藏的拆分QOTP,结合洗牌有限网格r-份额符号随机化角度共享,以在显式的ε_key密钥隐藏条件下实现泄露相对的状态隐藏,并在隐含匹配假设下实现传输层面的不可链接性。角度共享原语在显式的泄露假设下提供传输模糊性,而非通用盲性。基于陷阱的层提供检测,但并非独立的恶意安全性证明。

英文摘要

We present a modular hierarchy of private delegated quantum computation protocols tailored to user-level and industry-level settings and parameterized by the quantum resources available to the client. For each protocol, we specify the client capabilities, delegated gate set, adversarial model, transcript leakage and resulting privacy claims. The hierarchy separates QOTP state privacy under declared leakage from leakage-dependent transcript-level angle ambiguity, compiler- and leakage-function-dependent structural privacy, and output privacy, clarifies when public Clifford operations can be evaluated on quantum-one-time-pad encrypted data by classical key updates, and identifies where non-Clifford privacy, non-collusion or additional primitives are required. The classical-client branch uses a persistent common-node, matching-hidden split-QOTP together with shuffled finite-grid $r$-share sign-randomized angle sharing to obtain leakage-relative state hiding under an explicit $ε_{\mathrm{key}}$ key-hiding condition and transcript-level unlinkability under hidden-matching assumptions under an explicit non-total-collusion and leakage model. The angle-sharing primitives provide transcript ambiguity under explicit leakage assumptions, not universal blindness. The trap-based layer provides detection under stated assumptions, but it is not a stand-alone malicious-security proof.

2405.03785 2026-05-08 math.LO

On the Model Theory of Second-Order Objects

关于二阶对象的模型论

Tapani Hyttinen, Joni Puljujärvi, Davide Emilio Quadrellaro

AI总结 本文提出抽象初等团队范畴框架,用于研究集合和关系等二阶对象,并证明FOT逻辑满足林斯特罗姆定理,同时证明存在二阶逻辑中不同基数间分类性的转移结果。

Comments to be published in Annals of Pure and Applied Logic

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AI中文摘要

受团队语义和存在二阶逻辑启发,我们发展了一个研究二阶对象(如集合和关系)的模型论框架。我们引入了抽象初等团队范畴的概念,它推广了标准的抽象初等类概念,并显示其是一个可及范畴。我们应用该框架证明Kontinen和Yang引入的逻辑FOT满足林斯特罗姆定理的一种版本。最后,我们考虑将完全理论在存在二阶逻辑(或独立逻辑)中不同基数间转移分类性的问题,并证明了上下方向的分类性转移结果。

英文摘要

Motivated by team semantics and existential second-order logic, we develop a model-theoretic framework for studying second-order objects such as sets and relations. We introduce a notion of abstract elementary team categories that generalizes the standard notion of abstract elementary class, and show that it is an example of an accessible category. We apply our framework to show that the logic $\mathsf{FOT}$ introduced by Kontinen and Yang satisfies a version of Lindström's Theorem. Finally, we consider the problem of transferring categoricity between different cardinalities for complete theories in existential second-order logic (or independence logic) and prove both a downwards and an upwards categoricity transfer result.

2404.06672 2026-05-08 cs.SE cs.CY

Biomedical Open Source Software: Crucial Packages and Hidden Heroes

生物医学开源软件:关键包与隐形英雄

Eva Maxfield Brown, Stephan Druskat, Laurent Hébert-Dufresne, James Howison, Daniel Mietchen, Andrew Nesbitt, João Felipe Pimentel, Boris Veytsman

AI总结 研究通过分析生物医学论文中使用的软件依赖关系,识别出对科学软件生态系统至关重要的关键包,提出软件依赖网络的中心性指标,分析PyPi、CRAN和Bioconductor三个生态系统。

Comments 20 pages, 3 figures, 5 tables. Accepted for publication in PLOS Computational Biology

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AI中文摘要

尽管科学软件对研究至关重要,但往往未被正式认可和奖励。这尤其适用于基础库,它们隐藏在用户可见的包之下(因此双重隐藏,因为甚至直接用于研究的包也常不在论文中出现)。研究者、资助者和基础设施提供者等需要理解当代研究依赖的复杂软件网络。在本工作中,我们利用CZ软件提及数据集,映射生物医学论文中使用的软件的上游依赖关系,找出对科学软件生态系统至关重要的包。我们提出了软件依赖网络的中心性度量方法,分析了三个生态系统(PyPi、CRAN、Bioconductor),并确定了具有最高中心性的包。

英文摘要

Despite the importance of scientific software for research, it is often not formally recognized and rewarded. This is especially true for foundational libraries, which are hidden below packages visible to the users (and thus doubly hidden, since even the packages directly used in research are frequently not visible in the paper). Research stakeholders like funders, infrastructure providers, and other organizations need to understand the complex network of computer programs that contemporary research relies upon. In this work, we use the CZ Software Mentions Dataset to map the upstream dependencies of software used in biomedical papers and find the packages critical to scientific software ecosystems. We propose centrality metrics for the network of software dependencies, analyze three ecosystems (PyPi, CRAN, Bioconductor), and determine the packages with the highest centrality.

2403.16789 2026-05-08 math.CO cs.DM

Hereditary Graph Product Structure and $\cal H$-clique-width

继承图积结构与H- clique宽度

Petr Hliněný, Jan Jedelský

AI总结 本文提出H-clique宽度作为图的新型结构度量,用于继承传统图积结构。通过路径类等图类,H-clique宽度定义为图G可表示为强积图的诱导子图的最小整数t。证明了平面图积结构定理等可由诱导子图包含关系表述。

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AI中文摘要

我们引入H-clique宽度,作为图的一种新结构度量,旨在提供传统图积结构的继承版本。该定义自然扩展了普通clique宽度的概念。对于图类H(如路径类),图G的H-clique宽度等于最小整数t,使得G同构于H与clique宽度为t的图的强积图的诱导子图。我们研究了H-clique宽度的基本性质,并将其与其他图结构参数进行比较。值得注意的是,我们证明了Dujmovic等人著名的平面图积结构定理及相关图积结构结果均可由诱导子图包含关系表述。特别是,每个平面图都同构于路径与树宽为39的图的强积图的诱导子图。

英文摘要

We introduce H-clique-width, a new structural measure of graphs that aims to provide a hereditary analogue of the traditional graph product structure. The definition naturally generalises the ordinary clique-width concept. As a result, for a class H of graphs (such as the class of paths), the H-clique-width of a graph G equals the least integer t such that G is isomorphic to an induced subgraph of the strong product of a graph from H and a graph of clique-width t. We study basic properties of H-clique-width and compare it to other established structural parameters of graphs. Notably, we prove that the celebrated Planar graph product structure theorem by Dujmovic et al., and related graph product structure results, can all be formulated with the induced subgraph containment relation. In particular, every planar graph is isomorphic to an induced subgraph of the strong product of a path and a graph of tree-width 39.

2403.09532 2026-05-08 math.OC math.PR q-fin.MF

Robust SGLD algorithm for solving non-convex distributionally robust optimisation problems

稳健的SGLD算法用于解决非凸分布鲁棒优化问题

Ariel Neufeld, Matthew Ng Cheng En, Ying Zhang

AI总结 本文提出一种稳健的SGLD算法,用于解决特定类型的非凸分布鲁棒优化问题,通过非渐近收敛界证明算法在给定精度下能输出期望过量风险不超过ε的估计器,并通过实验展示其在对抗性样本下的优越性能。

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AI中文摘要

本文开发了一种随机梯度 Langevin 动力学 (SGLD) 算法,专门用于解决某一类非凸分布鲁棒优化 (DRO) 问题。通过推导非渐近收敛界,我们构建了一个算法,对于任何给定的精度 ε>0,输出一个估计器,其期望过量风险至多为 ε。作为具体应用,我们考虑了在对抗性样本下识别给定回归模型的最佳非线性估计器的问题,并将其公式化为 DRO 问题,理论和数值上展示了所提出稳健 SGLD 算法的适用性。此外,数值实验表明,稳健 SGLD 估计器在测试准确性上优于使用 vanilla SGLD 得到的估计器,突显了在扰动样本优化中纳入模型不确定性优势。

英文摘要

In this paper we develop a Stochastic Gradient Langevin Dynamics (SGLD) algorithm tailored for solving a certain class of non-convex distributionally robust optimisation (DRO) problems. By deriving non-asymptotic convergence bounds, we build an algorithm which for any prescribed accuracy $\varepsilon>0$ outputs an estimator whose expected excess risk is at most $\varepsilon$. As a concrete application, we consider the problem of identifying the best non-linear estimator of a given regression model involving a neural network using adversarially corrupted samples. We formulate this problem as a DRO problem and demonstrate both theoretically and numerically the applicability of the proposed robust SGLD algorithm. Moreover, numerical experiments show that the robust SGLD estimator outperforms the estimator obtained using vanilla SGLD in terms of test accuracy, which highlights the advantage of incorporating model uncertainty when optimising with perturbed samples.

2402.18500 2026-05-08 quant-ph math-ph math.MP

Conditional Independence of 1D Gibbs States with Applications to Efficient Learning

一维吉布斯态的条件独立性及其在高效学习中的应用

Álvaro M. Alhambra, Ángela Capel, Paul Gondolf, Alberto Ruiz-de-Alarcón, Samuel O. Scalet

AI总结 研究证明在正温度下,一维磁链在热平衡时具有强相关性,通过Belavkin-Staszewski相对熵定义的条件互信息度量显示超指数衰减,从而实现高效学习和纯度估计。

Comments 45 pages, 5 figures

Journal ref Ann. Henri Poincaré (2026)

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AI中文摘要

我们证明热平衡下的磁链具有相关结构,其中个体区域仅与近邻强相关。通过Belavkin-Staszewski相对熵定义的替代条件互信息度量,证明在正温度下这些度量以超指数衰减。利用与这些度量相关的恢复映射,我们构建了基于小规模(子对数级)边际的张量网络近似。作为主要应用,我们展示了从局部测量中高效学习经典表示的可能性,具有多项式样本复杂性。我们还证明了纯度的近似分解条件,表明可以从少量局部测量中以小乘法误差估计整个吉布斯态的纯度。结果从严格局部扩展到阈值温度以上指数衰减的相互作用,但仅以指数衰减率。作为独立的技术步骤,我们证明了在应用条件期望后Belavkin-Staszewski相对熵衰减的上界。

英文摘要

We show that spin chains in thermal equilibrium have a correlation structure in which individual regions are strongly correlated at most with their near vicinity. We quantify this with alternative notions of the conditional mutual information, defined through the so-called Belavkin-Staszewski relative entropy. We prove that these measures decay superexponentially at every positive temperature, under the assumption that the spin chain Hamiltonian is translation-invariant. Using a recovery map associated with these measures, we sequentially construct tensor network approximations in terms of marginals of small (sublogarithmic) size. As a main application, we show that classical representations of the states can be learned efficiently from local measurements with a polynomial sample complexity. We also prove an approximate factorization condition for the purity of the entire Gibbs state, which implies that it can be efficiently estimated to a small multiplicative error from a small number of local measurements. The results extend from strictly local to exponentially-decaying interactions above a threshold temperature, albeit only with exponential decay rates. As a technical step of independent interest, we show an upper bound to the decay of the Belavkin-Staszewski relative entropy upon the application of a conditional expectation.

2401.16799 2026-05-08 physics.atom-ph

Scattering of ultrashort electron wave packets: optical theorem, differential phase contrast and angular asymmetries

超短电子波包的散射:光学定理、衍射相位对比和角不对称性

Yuya Morimoto, Lars Bojer Madsen

AI总结 本文提出非微扰S矩阵理论,研究超短电子波包与原子靶的散射,推导广义光学定理,并通过数值模拟发现电子在探测器上的角分布中存在一次和异常二次方位不对称性,揭示相位对散射幅度的重要性。

Comments 30 pages, 8 figures

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AI中文摘要

近期电子显微镜的进步使高能电子超短波包的生成成为可能。本文提出非微扰S矩阵理论,用于研究超短电子波包与原子靶的散射。我们将其应用于弹性散射情况,推导出适用于超短波包散射的广义光学定理。通过1飞秒波包的数值模拟,在探测器上发现电子的角分布中出现一次和异常二次方位不对称性。我们讨论了这些不对称性与电子束的相干性质以及散射振幅的幅度和相位的关系。通过与第一 Born 近似结果的比较,揭示了精确散射振幅相位的关键作用。本文为通过脉冲电子束的横向和横向相干性质控制电子-物质相互作用开辟了道路。

英文摘要

Recent advances in electron microscopy allowed the generation of high-energy electron wave packets of ultrashort duration. Here we present a non-perturbative S-matrix theory for scattering of ultrashort electron wave packets by atomic targets. We apply the formalism to a case of elastic scattering and derive a generalized optical theorem for ultrashort wave-packet scattering. By numerical simulations with 1-fs wave packets, we find in angular distributions of electrons on a detector one-fold and anomalous two-fold azimuthal asymmetries. We discuss how the asymmetries relate to the coherence properties of the electron beam, and to the magnitude and phase of the scattering amplitude. The essential role of the phase of the exact scattering amplitude is revealed by comparison with results obtained using the first-Born approximation. Our work paves a way for controlling electron-matter interaction by the lateral and transversal coherence properties of pulsed electron beams.

2401.06205 2026-05-08 cs.SI

Unsupervised detection of coordinated information operations in the wild

无监督检测真实世界中的协同虚假信息操作

D. Hudson Smith, Carl Ehrett, Patrick L. Warren

AI总结 本文提出了一种无监督方法,用于检测真实环境中新型协同虚假信息操作,通过贝叶斯推断识别共享特征的账号群体,并在推特上验证了该方法在检测能力上的显著提升。

Comments 34 pages, 10 figures

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AI中文摘要

本文介绍并测试了一种无监督方法,用于在真实环境中检测新型协同虚假信息操作(CIOs)。该方法利用贝叶斯推断识别共享账号层面特征并针对相似叙事的账号群体。我们通过加权变分推断解决推断问题,从而高效地推断出数百万账号的群体身份。我们使用五个来自三个国家、讨论四个主题的CIOs在推特上验证了该方法。我们的无监督方法在检测能力(精度-召回率曲线下面积)方面相对于基线方法提高了76至580倍,相对于仅使用简单标志或叙事的方法提高了1.3至4.8倍,并接近监督基准。该方法对仅观察少量话题消息、弱的虚假性标记以及CIO账号在话题消息和账号中占比极小的情况具有鲁棒性。尽管我们评估结果基于推特,但该方法足够通用,可应用于许多社交媒体场景。

英文摘要

This paper introduces and tests an unsupervised method for detecting novel coordinated inauthentic information operations (CIOs) in realistic settings. This method uses Bayesian inference to identify groups of accounts that share similar account-level characteristics and target similar narratives. We solve the inferential problem using amortized variational inference, allowing us to efficiently infer group identities for millions of accounts. We validate this method using a set of five CIOs from three countries discussing four topics on Twitter. Our unsupervised approach increases detection power (area under the precision-recall curve) relative to a naive baseline (by a factor of 76 to 580), relative to the use of simple flags or narratives on their own (by a factor of 1.3 to 4.8), and comes quite close to a supervised benchmark. Our method is robust to observing only a small share of messaging on the topic, having only weak markers of inauthenticity, and to the CIO accounts making up a tiny share of messages and accounts on the topic. Although we evaluate the results on Twitter, the method is general enough to be applied in many social-media settings.

2312.13129 2026-05-08 math.AG math.AT math.KT math.NT

Logarithmic prismatic cohomology, motivic sheaves, and comparison theorems

对数棱柱上同调、动机sheaves及比较定理

Federico Binda, Tommy Lundemo, Alberto Merici, Doosung Park

AI总结 论文研究了对数棱柱和对数syntomic上同调在对数动机范畴中的可代表性,并探讨了其应用及比较定理。

Comments 55 pages, final version. To appear in J. Reine Angew. Math. (Crelle)

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AI中文摘要

我们证明了(对数)棱柱和(对数)syntomic上同调在对数动机范畴中是可代表的。作为应用,我们获得了棱柱和syntomic上同调的Gysin映射,并明确识别了其 cofibers。我们还证明了光滑吹胀公式,并计算了格拉斯曼流形的棱柱和syntomic上同调。在论文的第二部分,我们发展了一种受Nizioł关于log K-理论工作启发的降维技术。利用由此产生的"饱和降维",我们证明了log棱柱上同调的de Rham和晶格比较定理,并证明了A_{inf}-上同调的Gysin映射的存在性。

英文摘要

We prove that (logarithmic) prismatic and (logarithmic) syntomic cohomology are representable in the category of logarithmic motives. As an application, we obtain Gysin maps for prismatic and syntomic cohomology, and we explicitly identify their cofibers. We also prove a smooth blow-up formula and we compute prismatic and syntomic cohomology of Grassmannians. In the second part of the paper, we develop a descent technique inspired by the work of Nizioł~ on log $K$-theory. Using the resulting \emph{saturated descent}, we prove de Rham and crystalline comparison theorems for log prismatic cohomology, and the existence of Gysin maps for $A_{\inf}$-cohomology.

2312.12196 2026-05-08 math.AP

Inverse problems for semilinear elliptic PDE with a general nonlinearity $a(x,u)$

半线性椭圆PDE的逆问题及其一般非线性项

David Johansson, Janne Nurminen, Mikko Salo

AI总结 本文研究通过边界测量恢复椭圆方程中非线性项的问题,改进了基于一阶和高阶线性化的方法,证明一般非线性项在固定解附近唯一确定。

Comments Final draft

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AI中文摘要

本文研究了恢复椭圆方程Δu + a(x,u) = 0中非线性项a(x,u)的逆问题,通过边界测量数据。以前基于一阶线性化的结果在∂_u a(x,u)符号条件下实现此目标,而基于高阶线性化的结果恢复了a(x,u)关于u的泰勒级数。我们改进了这些结果,证明一般非线性项,而非仅其泰勒级数,在固定解附近唯一确定。我们的方法基于构造一个良好的解映射,通过线性化方程的解局部参数化非线性方程的解。

英文摘要

This article studies the inverse problem of recovering a nonlinearity in an elliptic equation $Δu + a(x,u) = 0$ from boundary measurements of solutions. Previous results based on first order linearization achieve this under a sign condition on $\partial_u a(x,u)$, and results based on higher order linearization recover the Taylor series of $a(x,u)$ with respect to $u$. We improve these results and show that a general nonlinearity, and not just its Taylor series, is uniquely determined up to gauge near a fixed solution. Our method is based on constructing a good solution map that locally parametrizes solutions of the nonlinear equation by solutions of the linearized equation.

2311.04841 2026-05-08 q-fin.MF

Predictable Relative Forward Performance Processes: Multi-Agent and Mean Field Games for Portfolio Management

可预测的相对前向表现过程:多智能体与均值场博弈在投资组合管理中的应用

Gechun Liang, Moris S. Strub, Yuwei Wang

AI总结 本文提出可预测的相对前向表现过程(PRFPP)框架,用于研究竞争不完全市场中的投资组合管理。通过分析不同市场状态下的投资策略,发现相对表现担忧并不必然导致对风险资产的更多投资。

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AI中文摘要

我们引入可预测的相对前向表现过程(PRFPP)作为研究投资组合管理的新框架,用于竞争和不完全市场环境。每个智能体交易一个独特的股票,其回报服从二项分布,概率取决于由非交易随机因子特征的市场状态。对于有限人口和均值场博弈,我们构建并分析初始数据为CARA类的PRFPP以及相关均衡策略。我们发现相对表现担忧并不必然导致对风险资产的更多投资,相较于没有此类担忧的情况。在某些参数配置下,智能体可能短卖具有正预期超额收益的股票。二项式市场设置使风险资产偏斜度的调整变得简单,从而分析其对投资行为的影响,这是连续时间框架无法捕捉的方面。

英文摘要

We introduce predictable relative forward performance processes (PRFPP) as a new framework for studying portfolio management within a competitive and incomplete market environment. Each agent trades a distinct stock following a binomial distribution with probabilities for a positive return depending on the market regime characterized by a non-traded stochastic factor. For both the finite population and mean field games, we construct and analyse PRFPPs for initial data of the CARA class along with the associated equilibrium strategies. We find that relative performance concerns do not necessarily lead to more investment in the risky asset compared to when there are no such concerns. Under some parameter constellations, agents short a stock with positive expected excess return. The binomial market setting facilitates a straightforward adjustment of risky asset skewness, enabling an analysis of its impact on investment behavior, an aspect that continuous-time frameworks cannot capture.

2311.03766 2026-05-08 physics.atom-ph

Field-induced rocking curve effects in attosecond electron diffraction

场诱导的摇摆曲线效应在阿秒电子衍射中的表现

Yuya Morimoto, Peter Baum

AI总结 研究通过阿秒电子脉冲探测单晶硅膜中电子-晶格散射过程,发现时间延迟导致的强度变化和位置偏移,揭示了光学场对衍射强度的非线性影响。

Comments 14 pages, 3 figures

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AI中文摘要

近期电子显微镜的进步引发了关于阿秒电子衍射能否在空间和时间上解析晶体材料中原子尺度电子动力学的问题。本文探讨了相关电子-晶格散射过程的时间域物理。通过用近红外激光的光学周期驱动单晶硅膜,并用阿秒电子脉冲产生与延迟相关的电子衍射图样。对于所有布拉格斑点,我们观察到与延迟0.5-1.2 fs相关的强度变化和位置偏移。对于单周期激发脉冲,这些相关性变为非线性。这些效应的起源是光学电场和磁场在晶体膜上局部和积分的束流偏转,改变了衍射强度,除了时间依赖的摇摆曲线效应外。然而,测量的时间延迟和对称性允许区分这两种效应。未来的阿秒电子衍射和显微镜实验需要基于这些结果。

英文摘要

Recent advances in electron microscopy trigger the question whether attosecond electron diffraction can resolve atomic-scale electron dynamics in crystalline materials in space and time. Here we explore the physics of the relevant electron-lattice scattering process in the time domain. We drive a single-crystalline silicon membrane with the optical cycles of near-infrared laser light and use attosecond electron pulses to produce electron diffraction patterns as a function of delay. For all Bragg spots, we observe time-dependent intensity changes and position shifts that are correlated with a time delay of 0.5-1.2 fs. For single-cycle excitation pulses with strong peak intensity, the correlations become nonlinear. Origin of these effects are local and integrated beam deflections by the optical electric and magnetic fields at the crystal membrane that modify the diffraction intensities in addition to the atomic structure factor dynamics by time-dependent rocking-curve effects. However, the measured time delays and symmetries allow to disentangle both effects. Future attosecond electron diffraction and microscopy experiments need to be based on these results.

2310.18751 2026-05-08 math.SG math-ph math.MP nlin.SI

Compatible Poisson structures on multiplicative quiver varieties

乘法有向图品种上的兼容泊松结构

Maxime Fairon

AI总结 本文研究了乘法有向图品种上的兼容泊松结构,通过构造与准哈密顿泊松结构的约简,探讨了其与辛结构和准哈密顿结构的关系,并应用于旋转向量Ruijsenaars-Schneider相空间。

Comments v3: 28 pages. Typos corrected, accepted version

Journal ref Rev. Mat. Iberoam. 42, no. 3, 935-976 (2026)

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AI中文摘要

任何乘法有向图品种都配备了通过Van den Bergh构造的泊松结构,该结构通过从哈密顿准泊松结构的约简得到。光滑区域携带由Yamakawa通过准哈密顿约简定义的相应辛形式。本文将泊松结构作为乘法有向图品种上兼容泊松结构的圆柱的一部分。该圆柱由从具有维度ℓ(ℓ-1)/2的准哈密顿准泊松结构圆柱的约简定义,其中ℓ是有向图底层的箭头数量。对于圆柱中的每个元素,我们展示了相应的兼容辛或准哈密顿结构。我们还讨论了特征品种和有向图品种的类似构造。该形式化方法应用于旋转向量Ruijsenaars-Schneider相空间,以解释两种近期文献中出现的兼容泊松结构的兼容性。

英文摘要

Any multiplicative quiver variety is endowed with a Poisson structure constructed by Van den Bergh through reduction from a Hamiltonian quasi-Poisson structure. The smooth locus carries a corresponding symplectic form defined by Yamakawa through quasi-Hamiltonian reduction. In this note, we include the Poisson structure as part of a pencil of compatible Poisson structures on the multiplicative quiver variety. The pencil is defined by reduction from a pencil of Hamiltonian quasi-Poisson structures which has dimension $\ell(\ell-1)/2$, where $\ell$ is the number of arrows in the underlying quiver. For each element of the pencil, we exhibit the corresponding compatible symplectic or quasi-Hamiltonian structure. We comment on analogous constructions for character varieties and quiver varieties. This formalism is applied to the spin Ruijsenaars-Schneider phase space in order to explain the compatibility of two Poisson structures that have recently appeared in the literature.

2310.12770 2026-05-08 math.AG math.KT

Prismatic cohomology relative to $δ$-rings

相对于δ环的棱柱上同调

Benjamin Antieau, Achim Krause, Thomas Nikolaus

AI总结 本文发展了相对于δ环的棱柱和syntomic上同调,证明了相对棱柱上同调实际上不依赖棱柱结构,仅依赖于底层δ环。提供了三种等价的棱柱上同调定义,并应用于滤环的棱柱上同调理论。

Comments Revisions based on referee reports; to appear in Annales scientifiques de l'Ecole normale supérieure

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AI中文摘要

我们发展了相对于δ环的棱柱和syntomic上同调。这同时推广了Bhatt和Scholze的绝对和相对棱柱上同调,并证明后者实际上不依赖棱柱结构,仅依赖于底层δ环。我们给出了新的棱柱上同调的几种可能定义:一个位势理论的定义,一个使用棱柱晶体的定义,以及一个栈理论的定义。这些在温和的syntomic性假设下是等价的。作为应用,我们指出棱柱上同调理论滤环在这一背景下自然出现。

英文摘要

We develop prismatic and syntomic cohomology relative to a $δ$-ring. This simultaneously generalizes Bhatt and Scholze's absolute and relative prismatic cohomology and shows that the latter, which was defined relative to a prism, is in fact independent of the prism structure and only depends on the underlying $δ$-ring. We give several possible definitions of our new version of prismatic cohomology: a site theoretic definition, one using prismatic crystals, and a stack theoretic definition. These are equivalent under mild syntomicity hypotheses. As an application, we note how the theory of prismatic cohomology of filtered rings arises naturally in this context.

2310.01848 2026-05-08 math.OC

Uncertain random geometric programming problems

不确定随机几何规划问题

Tapas Mondal, Akshay Kumar Ojha, Sabyasachi Pani

AI总结 本文提出确定性方法解决不确定随机几何规划问题,通过线性-正态不确定随机变量转换为随机变量,提升优化过程的清晰度和实用性。

Comments 17 pages, 6 figures, 1 table

Journal ref Stochastic Models (2026)

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AI中文摘要

本文介绍了几何规划问题的确定性公式,其中系数表示为独立线性-正态不确定随机变量。为应对不确定性和随机性的挑战,我们引入不确定随机变量的概念,并提出线性-正态不确定随机变量的新框架。本文的主要工作是开发三种不同的转换技术:乐观值准则、悲观值准则和期望值准则。这些方法使线性-正态不确定随机变量能够转换为更易管理的随机变量,从而将不确定随机几何规划问题转化为随机几何规划问题。此外,我们提供了转换后的几何规划问题等效确定性表示的见解,增强优化过程的清晰度和实用性。为展示所提方法的有效性,我们提供了一个数值示例。

英文摘要

In this paper, we introduce a deterministic formulation for the geometric programming problem, wherein the coefficients are represented as independent linear-normal uncertain random variables. To address the challenges posed by this combination of uncertainty and randomness, we introduce the concept of an uncertain random variable and present a novel framework known as the linear-normal uncertain random variable. Our main focus in this work is the development of three distinct transformation techniques: the optimistic value criteria, pessimistic value criteria, and expected value criteria. These approaches allow us to convert a linear-normal uncertain random variable into a more manageable random variable. This transition facilitates the transformation from an uncertain random geometric programming problem to a stochastic geometric programming problem. Furthermore, we provide insights into an equivalent deterministic representation of the transformed geometric programming problem, enhancing the clarity and practicality of the optimization process. To demonstrate the effectiveness of our proposed approach, we present a numerical example.

2309.04647 2026-05-08 math.OC math.PR

On the Regularity of a Weak Formulation of Stochastic Differential Mean-Field Games

关于随机微分均场博弈弱形式的正则性

Hector Sanchez Morgado, Jesus Sierra

AI总结 本文研究随机微分均场博弈中的 McKean-Vlasov 前向后向随机微分方程的正则性,探讨其经典和 Malliavin 可微性。

Comments 21 pages

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AI中文摘要

我们研究 McKean-Vlasov 前向后向随机微分方程(FBSDE)与随机微分均场博弈理论的关系,特别是 Carmona 和 Delarue 所著《均场博弈的概率理论及其应用》一书中第 3.3.1 节中描述的弱(非完全耦合)形式。我们的主要目标是获得该 McKean-Vlasov FBSDE 的正则性结果,特别是经典和 Malliavin 可微性。

英文摘要

We study a McKean-Vlasov Forward-Backward Stochastic Differential Equation (FBSDE) in connection with the theory of Stochastic Differential Mean-Field games, particularly the weak (non-fully coupled) formulation described in Section 3.3.1 of the book "Probabilistic theory of mean field games with applications" by Carmona and Delarue. Our main goal is to obtain regularity results for this McKean-Vlasov FBSDE, specifically classical and Malliavin differentiability

2306.01749 2026-05-08 stat.AP q-fin.GN

Detecting Consumers' Financial Vulnerability using Open Banking Data: Evidence from UK Payday Loans

利用开放银行数据检测消费者财务脆弱性:来自英国 payday 贷款的证据

Victor Medina-Olivares, Raffaella Calabrese

AI总结 本文研究重复使用 payday 贷款对借款人财务状况的影响,采用隐藏马尔可夫模型识别两种借款模式,证明高强度借款模式可作为监测 payday 贷款依赖的规则。

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AI中文摘要

本文探讨重复使用 payday 贷款是否损害借款人的财务状况。利用2017至2018年间1815名英国借款人的开放银行数据,采用双状态隐藏马尔可夫模型(HMM)建模借款强度。HMM优于单状态模型,识别出两种借款模式:偶发(低强度)和持续(高强度)使用。每种模式均表现出借款强度与更广泛交易行为之间的特征关系。我们将解码的状态序列转化为基于持续高强度暴露的实用监控规则。将触发事件定义为连续12周处于高强度状态,发现36.4%的借款人至少经历一次此类事件。其中,高强度周代表所有借款人周观察的平均17.8%。这些结果为持续高强度借款模式提供了证据,并证明其可作为监测长期依赖 payday 贷款的简单、可解释的规则。

英文摘要

This paper examines whether repeated payday loan use, commonly known as the debt trap, harms borrowers' financial wellbeing. Using Open Banking data from 1,815 UK borrowers observed between 2017 and 2018, we model borrowing intensity using a two-state hidden Markov model (HMM). The HMM outperforms single-regime alternatives and identifies two distinct borrowing patterns: occasional (low-intensity) and persistent (high-intensity) use. Each regime exhibits a characteristic relationship between borrowing intensity and wider transaction behaviour. We translate the decoded state sequence into a practical monitoring rule based on sustained high-intensity exposure. Defining a trigger event as 12 consecutive weeks in the high-intensity regime, we find that 36.4% of borrowers experience at least one such event. Among those who do, high-intensity weeks represent 17.8% of all borrower-week observations on average. Together, these results provide evidence for a persistent high-intensity borrowing pattern and demonstrate that it can serve as a simple, interpretable rule for monitoring prolonged reliance on payday loans.

2305.16991 2026-05-08 hep-ph

Sensitivity prospects for lepton-trijet signals in the $ν$SMEFT at the LHeC

轻子三喷注信号在νSMEFT中的灵敏度展望

Gabriel Zapata, Tomás Urruzola, Oscar A. Sampayo, Lucía Duarte

AI总结 本文研究LHeC在电弱能标范围内探测HNLs及约束νSMEFT有效耦合的潜力,通过分析轻子味违反和轻子数违反信号,探讨高能标新物理的影响。

Comments Final version accepted for publication in EPJC. 8 figures, 3 tables. Equations A4 and A5 corrected

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AI中文摘要

中微子振荡和质量的观测促使扩展标准模型以右旋中微子,导致可能在电弱能标范围内的重中微子状态,可能受高能标弱耦合新物理影响。本文研究LHeC电子-质子对撞机发现或约束νSMEFT相互作用的前景,首次对已知的轻子三喷注信号进行专门分析,包括轻子味违反(p→μ+3j)和轻子数违反(p→μ+3j)通道,HNLs质量范围为100GeV至500GeV。所得灵敏度表明,LHeC在100fb⁻¹亮度下可探测重N并约束有效耦合至当前10GeV能标范围的紧束缚区域,有效耦合为NP能标Λ=1TeV时的10⁻¹量级。

英文摘要

The observation of neutrino oscillations and masses motivates the extension of the standard model with right handed neutrinos, leading to heavy neutrino states possibly in the electroweak scale, which could be impacted by new high-scale weakly coupled physics. A systematic tool for studying these interactions is the neutrino-extended standard model effective field theory $ν$SMEFT. In this work we study the prospects of the future LHeC electron-proton collider to discover or constrain the $ν$SMEFT interactions, performing the first dedicated and realistic analysis of the well known lepton-trijet signals, both for the lepton flavor violating $p ~ e^{-} \rightarrow μ^{-} + 3 \mathrm{j}$ (LFV) and the lepton number violating $p ~ e^{-} \rightarrow μ^{+} + 3 \mathrm{j}$ (LNV) channels, for HNLs masses in the electroweak scale range: $100 ~\rm GeV \leq m_N \leq 500 ~\rm GeV$. The obtained sensitivity prospects show that the LHeC with $100 ~\rm fb^{-1}$ luminosity could be able to probe the scenario of a heavy $N$ and constrain the effective couplings to a region of the parameter space as tight as the bounds that are currently considered for the $\mathcal{O}(10)$GeV scale masses, with effective couplings of $\mathcal{O}(10^{-1})$ for NP scale $Λ=1 \rm TeV$.

2305.04471 2026-05-08 cond-mat.mes-hall cond-mat.mtrl-sci

Gate-modulated reflectance spectroscopy for detecting excitonic species in two-dimensional semiconductors

基于门控的反射光谱法用于检测二维半导体中的激子物种

Mengsong Xue, Kenji Watanabe, Takashi Taniguchi, Ryo Kitaura

AI总结 本文提出了一种门控反射光谱技术,用于研究二维过渡金属二硫化物中的激子态,展示了该方法在低温到室温范围内检测激子激发态的高灵敏度。

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AI中文摘要

我们开发了一种微光谱技术,用于测量门控反射率以探测二维过渡金属二硫化物中的激子态。成功观察从低温到室温的激子激发态表明,该方法比传统反射光谱法对激子信号更敏感。我们的结果展示了这种反射光谱方法在研究二维过渡金属二硫化物及其异质结构中激子物理的潜力。

英文摘要

We have developed a microspectroscopy technique for measuring gate-modulated reflectance to probe excitonic states in two-dimensional transition metal dichalcogenides. Successfully observing excited states of excitons from cryogenic to room temperature showed that this method is more sensitive to excitonic signals than traditional reflectance spectroscopy. Our results demonstrated the potential of this reflectance spectroscopy method in studying exciton physics in two-dimensional transition metal dichalcogenides and their heterostructures.

2305.00091 2026-05-08 math.OC

A Theory of the NEPv Approach for Optimization On the Stiefel Manifold

关于在斯蒂费尔流形上优化的NEPv方法理论

Ren-Cang Li

AI总结 本文提出一个统一框架,确保在斯蒂费尔流形上优化的NEPv/NPDo方法在满足基本假设时能全局收敛到极值点,并证明原子函数及其凸组合满足这些假设。

Comments 89 pages, 0 figures

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AI中文摘要

NEPv方法近年来被广泛用于机器学习中出现的斯蒂费尔流形优化问题。该方法首先将一阶最优性条件(即KKT条件)转化为非线性特征值问题(NEPv)或非线性极分解问题(NPDo),然后通过自一致场(SCF)迭代变种来求解非线性问题。然而,设计合适的SCF迭代以找到极值点是困难所在。目前,该方法的每次应用都高度个性化,尤其是在收敛性分析方面以证明其有效性。本文建立了一个统一框架,该框架基于一些基本假设。如果这些基本假设得到满足,则可以保证全局收敛到极值点,并且在SCF迭代过程中,目标函数单调递增。此外,提出了一种原子函数的概念,其中包括常用的线性和二次形式的矩阵迹作为特殊例子。证明了原子函数及其凸组合满足这些基本假设。共同地,它们提供了一大类目标函数,其中NEPv/NPDo方法被保证有效。

英文摘要

The NEPv approach has been increasingly used lately for optimization on the Stiefel manifold arising from machine learning. General speaking, the approach first turns the first order optimality condition, also known as the KKT condition, into a nonlinear eigenvalue problem with eigenvector dependency (NEPv) or a nonlinear polar decomposition with orthogonal factor dependency (NPDo) and then solve the nonlinear problem via some variations of the self-consistent-field (SCF) iteration. The difficulty, however, lies in designing a proper SCF iteration so that a maximizer is found at the end. Currently, each use of the approach is very much individualized, especially in its convergence analysis to show that the approach does work or otherwise. In this paper, a unifying framework is established. The framework is built upon some basic assumptions. If the basic assumptions are satisfied, globally convergence is guaranteed to a stationary point and during the SCF iterative process that leads to the stationary point, the objective function increases monotonically. Also a notion of atomic functions is proposed, which include commonly used matrix traces of linear and quadratic forms as special ones. It is shown that the basic assumptions are satisfied by atomic functions and by convex compositions of atomic functions. Together they provide a large collection of objectives for which the NEPv/NPDo approach is guaranteed to work.

2304.11200 2026-05-08 stat.ME

A Plug-and-Play Method with Inpainting Network for Bayesian Uncertainty Quantification in Imaging

一种用于图像贝叶斯不确定性量化中的修复网络方法

Xiaoyu Wang, Michael Tang, Audrey Repetti

AI总结 本文提出一种基于修复网络的插拔算法,用于图像贝叶斯不确定性量化,通过卷积修复神经网络改进局部结构检测方法,应用于医学图像重建问题。

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AI中文摘要

我们为图像中的不确定性量化问题做出了贡献,该问题评估了一个假设检验,质疑最大后验估计(MAP)中局部'伪影'的存在。这种方法称为通过优化的贝叶斯不确定性量化(BUQO),几年前被提出作为采样方法的高效替代方案,当不需要每个像素的误差条时。BUQO将对MAP估计中局部结构存在的假设检验表述为最小化问题,可以使用标准优化算法高效求解。在此背景下,BUQO需要对'局部伪影'进行'数学'定义。这种定义可以被解释为结构的修复。然而,由于问题的复杂性,迄今为止只提出了简单的手工制作技术。在本文中,我们提出了一种数据驱动的BUQO替代方法,其中算法中的修复过程使用卷积修复神经网络(NN)进行。这导致了一个基于对偶Condat-Vu迭代的插拔算法,其中修复过程由NN执行。所提出的方法在两个图像重建问题上进行了评估,这些问题受医学启发。我们特别在磁共振成像中遇到的两种傅里叶欠采样问题(离散和非均匀)以及使用Radon测量算子的计算机断层扫描问题上进行了模拟。

英文摘要

We contribute to an uncertainty quantification problem in imaging that evaluates a hypothesis test questioning the existence of local "artefacts" appearing in the maximum a posteriori (MAP) estimate (obtained from standard numerical tools). Such a method, called Bayesian uncertainty quantification by optimization (BUQO), was introduced a few years ago as an efficient and scalable alternative to sampling methods when per-pixel error-bars are not needed. BUQO formulates a hypothesis test for probing the existence of local structures in the MAP estimate as a minimization problem, that can be solved efficiently with standard optimization algorithms. In this context, BUQO requires a "mathematical" definition of the "local artefact". This definition can be interpreted as an inpainting of the structure. However, only simple hand-crafted techniques have been proposed so far due to the complexity of the problem. In this work, we propose a data-driven alternative to BUQO where the inpainting procedure in the algorithm is performed using a convolutional inpainting neural network (NN). This results in a plug-and-play algorithm, based on the primal-dual Condat-Vu iterations,where the inpainting procedure is performed with a NN. The proposed approach is assessed on two image reconstruction problems inspired by medicine. We specifically perform simulations on two Fourier undersampling problems (discrete and non-uniform) encountered in magnetic resonance imaging, as well as a computed tomography problem using the Radon measurement operator.