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科学与医疗

AI for Science

科学智能、蛋白质、分子、药物、材料、气象、物理和数学 AI。

今日/当前日期收录 168 信号源:cs.LG, q-bio, physics, cond-mat, math, stat.ML

1. 其他科学智能 17 篇

2501.08796 2026-06-19 math.CO 版本更新 70%

The Jacobian of a regular orthogonal matroid and torsor structures on spanning quasi-trees of ribbon graphs

正则正交拟阵的雅可比矩阵及带状图中生成拟树的托尔结构

Matthew Baker, Changxin Ding, Donggyu Kim

专题命中 其他科学智能 :研究拟阵雅可比群,属于组合数学

AI总结 将平面图中生成树构成雅可比群托尔的结构推广到任意亏格可定向曲面上的图(带状图),用生成拟树替代生成树,用正则正交拟阵的雅可比群替代原雅可比群。

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AI中文摘要

Chan--Church--Grochow 和 Baker--Wang 的前期工作表明,平面图 $G$ 中生成树的集合自然构成 $G$ 的雅可比群的一个托尔。非正式地说,这意味着 $G$ 的生成树集合自然形成一个群,只是没有指定的单位元。我们将这一事实推广到嵌入在任意亏格可定向曲面上的图,这些图可以等同于带状图。在此推广中,$G$ 的生成树集合被替换为带状图的生成拟树集合,而 $G$ 的雅可比群被替换为关联的正则正交拟阵 $M$(连同 $M$ 的一个关联正则表示)的雅可比群。我们的证明更一般地表明,由 Backman--Baker--Yuen 构造并后来由 Ding 推广的“BBY 托尔”族在正则正交拟阵(的正则表示)上具有自然的推广。除了揭示平面性在上述早期工作中的作用外,我们的结果还代表了正交拟阵(也称为“偶 delta-拟阵”或“拉格朗日正交拟阵”)在图的自然组合问题上的首批重要应用之一。

英文摘要

Previous work of Chan--Church--Grochow and Baker--Wang shows that the set of spanning trees in a plane graph $G$ is naturally a torsor for the Jacobian group of $G$. Informally, this means that the set of spanning trees of $G$ naturally forms a group, except that there is no distinguished identity element. We generalize this fact to graphs embedded on orientable surfaces of arbitrary genus, which can be identified with ribbon graphs. In this generalization, the set of spanning trees of $G$ is replaced by the set of spanning quasi-trees of the ribbon graph, and the Jacobian group of $G$ is replaced by the Jacobian group of the associated regular orthogonal matroid $M$ (along with an associated regular representation of $M$). Our proof shows, more generally, that the family of "BBY torsors" constructed by Backman--Baker--Yuen and later generalized by Ding admit natural generalizations to (regular representations of) regular orthogonal matroids. In addition to shedding light on the role of planarity in the earlier work mentioned above, our results represent one of the first substantial applications of orthogonal matroids (also called "even delta-matroids" or "Lagrangian orthogonal matroids") to a natural combinatorial problem about graphs.

2207.13180 2026-06-19 math.PR math.OA 版本更新 65%

Hermite trace polynomials and chaos decompositions for the Hermitian Brownian motion

Hermite迹多项式与Hermite布朗运动的混沌分解

Michael Anshelevich, David Buzinski

专题命中 其他科学智能 :Hermite迹多项式与布朗运动混沌分解

AI总结 针对非零参数q,定义由置换索引的Hermite迹多项式,证明其展开与乘积公式,并利用q=1/N时的态与Hermite布朗运动期望的对应,证明正交性、鞅性质及混沌分解。

Comments v4: minor revision. v3: another substantial revision. v2: added a result about matricial entries of the Hermite trace polynomials, and the relation to Gaussian Hilbert spaces

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AI中文摘要

对于非零参数$q$,我们定义了Hermite迹多项式,这些是由置换索引的多变量多项式。我们证明了它们的若干组合性质,如展开式和乘积公式。由这些迹多项式确定的线性泛函是$q = \ rac{1}{N}$($N$为非零整数)时的态。对于这样的$q$,不同次数的Hermite迹多项式是正交的。乘积公式可以推广到关于该态的闭包。该态可等同于由$N \ imes N$ Hermite布朗运动诱导的期望。Hermite迹多项式是该布朗运动的鞅,而闭包中的元素可解释为关于该布朗运动的随机积分。利用代数的分次结构,我们证明了此类积分的若干混沌分解,并分析了相应的产生和湮灭算子。在单变量纯迹多项式情形下,迹Hermite多项式可等同于矩阵参数的Hermite多项式。

英文摘要

For a non-zero parameter $q$, we define Hermite trace polynomials, which are multivariate polynomials indexed by permutations. We prove several combinatorial properties for them, such as expansions and product formulas. The linear functional determined by these trace polynomials is a state for $q = \frac{1}{N}$ for $N$ a non-zero integer. For such $q$, Hermite trace polynomials of different degrees are orthogonal. The product formulas extend to the closure with respect to the state. The state can be identified with the expectation induced by the $N \times N$ Hermitian Brownian motion. Hermite trace polynomials are martingales for this Brownian motion, while the elements in the closure can be interpreted as stochastic integrals with respect to it. Using the grading on the algebra, we prove several chaos decompositions for such integrals, as well as analyze corresponding creation and annihilation operators. In the univariate, pure trace polynomial case, trace Hermite polynomials can be identified with the Hermite polynomials of matrix argument.

2603.29938 2026-06-19 math.CO 版本更新 65%

Probabilistic counting lemma for $K_4$

$K_4$ 的概率计数引理

Warach Veeranonchai

专题命中 其他科学智能 :证明K4概率计数引理,图论

AI总结 针对 Gerke-Marciniszyn-Steger 猜想,证明了当 $H=K_4$ 时,在满足一定边密度的正则二分图族中,几乎所有图都包含接近期望数量的 $K_4$ 拷贝。

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AI中文摘要

Szemerédi 正则方法的稀疏类比在随机图的极值结果发展中发挥了核心作用。虽然稀疏嵌入引理(KLR 猜想)已被解决,但相应的稀疏计数引理仍然广泛开放。由 Gerke、Marciniszyn 和 Steger 提出的猜想指出:对于每个固定图 $H$ 和任意 $\beta>0$,存在 $\varepsilon>0$ 使得以下成立。考虑 $H$ 的一个平衡爆破,其顶点类大小为 $n$,其中对应于 $H$ 的每条边的每一对顶点构成一个具有恰好 $m$ 条边的 $(\varepsilon)$-正则二分图。假设 $m$ 高于自然阈值 $m \gg n^{2-1/m_2(H)}$,那么在这些图中,除了比例为 $\beta^m$ 的图之外,所有图都包含至少 $(1-\delta)$ 倍于期望数量的 $H$ 拷贝。在本文中,我们建立了该猜想在 $H=K_4$ 情形下的结论。

英文摘要

The sparse analogue of Szemerédi's regularity method has played a central role in the development of extremal results for random graphs. While the sparse embedding lemma (the KLR conjecture) has been resolved, the corresponding sparse counting lemma remains widely open. The conjecture, formulated by Gerke, Marciniszyn, and Steger, states that for every fixed graph $H$ and any $β>0$, there exists $\varepsilon>0$ such that the following holds. Consider a balanced blow-up of $H$ with vertex classes of size $n$, where each pair corresponding to an edge of $H$ forms an $(\varepsilon)$-regular bipartite graph with exactly $m$ edges. Assume that $m$ is above the natural threshold $m \gg n^{2-1/m_2(H)}$, then all but a $β^m$ proportion of such graphs contain at least $(1-δ)$ times the expected number of copies of $H$. In this paper, we establish the $H=K_4$ case of the conjecture.

2603.28501 2026-06-19 math.AG 版本更新 65%

Transfer and Norm for Finite Group Schemes

有限群概形的转移与范数

Kostas Karagiannis, Peter Symonds

专题命中 其他科学智能 :有限群概形的转移与范数理论

AI总结 本文为有限群概形建立转移与范数映射理论,推广有限群论结果到诱导与限制不一定双伴随的上下文,并证明转移映射满射性刻画相对投射性,推广了Higman准则。

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AI中文摘要

我们发展了有限群概形的转移与范数映射理论,将有限群论的经典结果推广到诱导与限制不一定双伴随的上下文。在加法设置中,我们为模和$\rm Ext$群构造了转移映射,并证明其满射性刻画了相对投射性,建立了Higman准则的推广。在乘法设置中,我们定义了带群概形作用的代数上的相对范数映射。我们将此范数与文献中的其他版本进行比较,证明它与有限态射的Mumford范数一致,并且在域上是经典域范数的幂。

英文摘要

We develop the theory of transfer and norm maps for finite group schemes, extending classical results from finite group theory to a context where induction and restriction are not necessarily bi-adjoint. In the additive setting, we construct a transfer map for both modules and $\rm Ext $ groups and prove that its surjectivity characterizes relative projectivity, establishing a generalization of Higman's criterion. In the multiplicative setting, we define a relative norm map for algebras with a group scheme action. We compare this norm with other versions in the literature, proving that it coincides with Mumford's norm for finite morphisms and on fields is a power of the classical field norm.

2605.02989 2026-06-19 cs.IT eess.SP math.IT stat.ML 版本更新 60%

Information Theory and Statistical Learning

信息论与统计学习

Abbas El Gamal

专题命中 其他科学智能 :信息论与统计学习章节,涉及扩散模型

AI总结 本文是Cover & Thomas《信息论基础》第三版的章节预印本,系统介绍了散度度量在模型训练中的作用,涵盖线性回归、生成扩散模型等,并给出了扩散模型更系统的推导。

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AI中文摘要

本手稿包含即将出版的《Cover and Thomas信息论基础》第三版中一章的预印本,经Wiley许可发布。新版的目录EIT-3 ToC可在此https URL找到。反馈请联系abbas@ee. this http URL。学习与信息论在模型训练和基本性能极限的表征中均有交叉。本手稿对第一个交叉点进行了简洁易懂的处理,仅需高年级本科生或一年级研究生水平的信息论和统计学基础知识。章末习题使材料既适合课堂使用也适合自学。本章重点讨论散度度量在模型训练中的作用,示例涵盖从线性回归、逻辑回归到自回归模型、变分自编码器、扩散模型、生成对抗网络和基于分数的模型。介绍了证据下界(ELBO)、f-散度和Fisher散度。特别是,对生成扩散模型的处理提供了比文献中更系统、更明确的推导。

英文摘要

This manuscript contains preprint of a chapter under consideration for inclusion in the forthcoming third edition of {\em Cover and Thomas's Elements of Information Theory}, posted with permission from Wiley. The table of contents EIT-3 ToC of the new edition can be found at: https://docs.google.com/document/d/1L-m4oQEJw1PJhoxBeMwrrBD8S_HmvzMEkPbYvS24980/edit?usp=sharing . For feedback, please contact abbas@ee.stanford.edu Learning and information theory intersect in both model training and the characterization of fundamental performance limits. This manuscript provides a concise and accessible treatment of the first intersection, requiring only basic background in information theory and statistics at the senior undergraduate or first-year graduate level. End-of-chapter exercises make the material well suited for classroom use as well as self-study. The chapter focuses on the role of divergence measures in model training, with examples ranging from linear and logistic regression to autoregressive models, variational autoencoders, diffusion models, generative adversarial networks, and score-based models. It introduces the evidence lower bound (ELBO), f-divergences, and the Fisher divergence. In particular, the treatment of the generative diffusion model provides a more systematic and explicit derivation than is typical in the literature.

2604.24795 2026-06-19 physics.gen-ph 版本更新 60%

Higgs and Yukawa Structure in a Clifford Algebra Model with Three Generations and $S_3$ Family Symmetry

Clifford代数模型中三代与$S_3$族对称性的Higgs和Yukawa结构

Niels Gresnigt

专题命中 其他科学智能 :构建代数模型描述Higgs和Yukawa结构

AI总结 基于Clifford代数与S3族对称性,构建了包含两个Higgs双重态和Type-II类Yukawa结构的代数三代模型,通过右作用算子和Hilbert-Schmidt迹提取Yukawa系数,在循环平均极限下避免了树级味道改变中性流。

Comments 28 pages

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AI中文摘要

我们构建了Higgs和Yukawa扇区,作为基于复Clifford代数$\mathbb{C}\ell(10)$且具有内禀$S_3$族对称性的代数三代模型的结构补充。这解决了代数框架的一个常见局限,即标准模型费米子多重态和规范对称性可以自然描述,而Higgs和Yukawa扇区则发展不足或缺失。在当前框架中,三个代数上区分的费米子扇区由$S_3$置换,而标准模型规范生成元保持与代无关。Higgs分量被实现为右作用算子,将弱双重态费米子扇区映射到相应的弱单态扇区,并使用Hilbert-Schmidt迹配对提取Yukawa系数。这产生了两个具有电弱量子数$(1,2,-1)$和$(1,2,+1)$(在$SU(3)_C \times SU(2)_L \times U(1)_Y$下)的第一代Higgs双重态,以及一个类Type-II的下型和上型Yukawa通道分离。作用三阶族生成元则生成一个按循环$S_3$轨道组织的族分辨Higgs扇区。在循环平均的Higgs极限下,类Type-II的Yukawa选择规则得以保持,而代空间的Yukawa矩阵被代数固定,且在代数生成基下非对角。在通常的电弱对称性破缺实现下,中性Higgs耦合与相应的质量矩阵对齐,因此在此极限下预期不会出现树级味道改变中性流。结果为未来$S_3$破缺的味道现象学提供了一个受约束的代数起点。

英文摘要

We construct the Higgs and Yukawa sectors as a structural completion of an algebraic three-generation model based on the complex Clifford algebra $\mathbb{C}\ell(10)$ with an intrinsic $S_3$ family symmetry. This addresses a common limitation of algebraic frameworks, in which Standard Model fermion multiplets and gauge symmetries may be described naturally, while the Higgs and Yukawa sectors remain less developed or absent. In the present framework, three algebraically distinguished fermion sectors are permuted by $S_3$, while the Standard Model gauge generators remain generation-independent. Higgs components are realised as right-action operators mapping weak-doublet fermion sectors into the corresponding weak-singlet sectors, and Yukawa coefficients are extracted using a Hilbert--Schmidt trace pairing. This yields two first-generation Higgs doublets with electroweak quantum numbers $(1,2,-1)$ and $(1,2,+1)$ under $SU(3)_C \times SU(2)_L \times U(1)_Y$, together with a Type-II-like separation between down-type and up-type Yukawa channels. Acting with the order-three family generator then generates a family-resolved Higgs sector organised into cyclic $S_3$ orbits. In the cyclically averaged Higgs limit, the Type-II-like Yukawa selection rule is preserved, while the generation-space Yukawa matrix is fixed algebraically and is non-diagonal in the algebraic generation basis. Under the usual implementation of electroweak symmetry breaking, the neutral Higgs couplings are aligned with the corresponding mass matrices, so tree-level flavour-changing neutral currents are not expected in this limit. The result is a constrained algebraic starting point for future $S_3$-breaking flavour phenomenology.

2604.08930 2026-06-19 math.NT 版本更新 60%

Linear recurrence sequences and palindromic concatenations of two repdigits in base $β$

线性递归序列与基 $\beta$ 中两个重复数字的回文拼接

Ruofan Li

专题命中 其他科学智能 :线性递归序列与回文拼接数论问题

AI总结 研究在特定条件下,满足三阶线性递推的序列中,能表示为基 $\beta$ 中两个重复数字回文拼接的项仅有有限个。

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AI中文摘要

设 $\beta$ 是大于1的非单位实代数整数,$\{a_{n}\}_{n \geq 0}$ 是满足线性递推关系 $a_{n+3}=aa_{n+2}+ba_{n+1}+ca_{n}$ 的序列。在特定条件下,我们证明 $a_{n}$ 中能表示为基 $\beta$ 中两个重复数字的回文拼接的项是有限的。

英文摘要

Let $β$ be a non-unit real algebraic integer greater than one and $\{a_{n}\}_{n \geq 0}$ be a sequence satisfying a linear recurrence relation $a_{n+3}=aa_{n+2}+ba_{n+1}+ca_{n}$. Under certain conditions, we prove that the number of $a_{n}$ which are palindromic concatenations of two repdigits in base $β$ is finite.

2603.29565 2026-06-19 math.NT 版本更新 60%

On Diophantine pairs and triples of triangular numbers

关于三角数的丢番图对和三数组

Marija Bliznac Trebješanin

专题命中 其他科学智能 :研究三角数的丢番图对和三数组

AI总结 研究非零整数a下三角数的D(a)丢番图对和三数组,证明若三角数属于D(a)对,则可扩展为无穷多个D(a)三数组,并确定存在和不存在此类对的整数a的无限族。

Comments Title changed and abstract updated. This version generalizes the results presented in version 1

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AI中文摘要

我们研究了具有性质$D(a)$(其中$a$为非零整数)的三角数的丢番图对和三数组。我们证明,如果一个三角数属于一个$D(a)$-对,那么它可以被扩展为无穷多个$D(a)$-三数组的三角数。此外,我们确定了允许这种对的整数$a$的无限族,以及不存在$D(a)$-对的族。

英文摘要

We investigate Diophantine pairs and triples of triangular numbers with the property $D(a)$ for a non-zero integer $a$. We prove that if a triangular number belongs to a $D(a)$-pair, it can be extended to infinitely many $D(a)$-triples of triangular numbers. Additionally, we determine infinite families of integers $a$ that admit such pairs, as well as families for which no $D(a)$-pairs can exist.

2603.26366 2026-06-19 math.GT 版本更新 60%

Combinatorial link concordance using cut-diagrams

利用切割图进行组合链接同痕

Benjamin Audoux, Jean-Baptiste Meilhan, Akira Yasuhara

专题命中 其他科学智能 :引入切割图研究链接同痕

AI总结 引入切割图概念,定义切割同痕关系,证明一维切割图的幂零周边系统是切割同痕不变量,并给出Stallings定理的组合版本。

Comments 18 pages; v.2:references updated

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AI中文摘要

切割图是定义在1维和2维上的图解对象,推广了3维空间中的链环和4维空间中的曲面链环;在1维中,这与焊接链环理论一致。利用切割图,我们引入了一种称为切割同痕的等价关系,它包含了经典链环的拓扑同痕概念。我们的主要结果是,一维切割图的幂零周边系统是切割同痕的不变量,并在此过程中给出了Stallings定理的一个组合版本。我们还研究了与图解纽结理论中其他几个等价关系的关系,特别是与链环同伦的联系。

英文摘要

Cut-diagrams are diagrammatic objects, defined in dimensions 1 and 2, that generalize links in 3-space and surface-links in 4-space; in dimension 1, this coincides with the theory of welded links. Using cut-diagrams, we introduce an equivalence relation called cut-concordance, which encompasses the topological notion of concordance for classical links. Our main result is that the nilpotent peripheral system of 1-dimensional cut-diagrams is an invariant of cut-concordance, giving along the way a combinatorial version of a theorem of Stallings. We also investigate the relationship with several other equivalence relations in diagrammatic knot theory, in particular in connection with link-homotopy.

2506.14942 2026-06-19 math.CO 版本更新 60%

Some remarks on Folkman graphs for triangles

关于三角形Folkman图的一些注记

Eion Mulrenin, Steven Van Overberghe

专题命中 其他科学智能 :Folkman图存在性的数学研究

AI总结 研究Folkman图的存在性,通过Hermitian unital构造几何图序列H_q,证明H_q中三角形系统满足Ramsey性质,且随机修改可消除K_4并保持性质。

Comments 17 pages, two figures; v4 includes a new author and a discussion of a number of computational experiments performed on the graph $H_3$

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AI中文摘要

Folkman定理断言存在无$K_4$的图$G$,但$E(G)$的任意二染色包含一个单色三角形。$f(2,3,4)$(满足上述两性质的最小顶点数$n$)的定量方面极其困难;二十年间一系列改进解决了两个100美元的Erdős问题,目前Lange、Radziszowski和Xu保持的记录是$f(2,3,4) \leq 786$,而Graham的另一个100美元问题要求证明$f(2,3,4) < 100$。本文研究由射影平面中Hermitian unital构造的有限几何图序列$H_q$的Folkman类性质,并给出证据表明具有63个顶点的图$H_3$可能包含Folkman图作为真子图。更精确地,我们首先证明对所有素数幂$q \geq 3$,$H_q$中存在一个三角形系统$\mathscr{T}_q$,使得$H_q$中无四个三角形张成$K_4$,但$E(H_q)$的任意二染色在$\mathscr{T}_q$中诱导一个单色三角形。然后我们证明,对$H_q$进行某种随机修改以破坏其所有$K_4$后,对于大的$q$,该修改图以高概率保持Ramsey性质。

英文摘要

Folkman's theorem asserts the existence of graphs $G$ which are $K_4$-free, but which have the property that every two-coloring of $E(G)$ contains a monochromatic triangle. The quantitative aspects of $f(2,3,4)$, the least $n$ such that there exists an $n$-vertex graph with both properties above, are notoriously difficult; a series of improvements over the span of two decades witnessed the solution to two \$100 Erdős problems, and the current record due to Lange, Radziszowski, and Xu now stands at $f(2,3,4) \leq 786$,with another \$100 problem of Graham asking for a proof that $f(2,3,4) < 100$. In this paper, we study Folkman-like properties of a sequence $H_q$ of finite geometric graphs constructed using Hermitian unitals in projective planes and present some evidence that the graph $H_3$, which has 63 vertices, might contain a Folkman graph as a proper subgraph. More precisely, we first prove that for all prime powers $q \geq 3$, there exists a system $\mathscr{T}_q$ of triangles in $H_q$ such that no four span a $K_4$ in $H_q$, but every two-coloring of $E(H_q)$ induces a monochromatic triangle in $\mathscr{T}_q$. We then show that a certain random alteration of $H_q$ which destroys all of its $K_4$'s will, for large $q$, maintain the Ramsey property with high probability.

2603.20177 2026-06-19 math.MG math.FA 版本更新 60%

Universality of Lipschitz quotients and the curve-flat index

Lipschitz 商的全称性及曲线平坦指标

Jaan Kristjan Kaasik, Andrés Quilis

专题命中 其他科学智能 :Lipschitz商的全称性数学研究

AI总结 研究 Lipschitz 商的全称性,通过修改构造得到包含所有可分完备度量空间作为 Lipschitz 商的空间,并证明紧致情形下不存在这样的全称空间,利用曲线平坦指标得出不可能性。

Comments 31 pages, 1 figure

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AI中文摘要

我们研究 Lipschitz 商的全称性。首先,我们修改 Johnson、Lindenstrauss、Preiss 和 Schechtman 的构造,得到一个完备可分度量空间,该空间将每个完备可分度量空间作为 Lipschitz 商。我们的主要结果是在紧致情形下,证明不存在这样的全称度量空间。我们通过研究曲线平坦指标(一个序数指标,用于度量度量空间中曲线碎片结构的复杂性)推导出这一不可能性结果。我们证明,在紧致域上,Lipschitz 商不能增加该指标;而存在具有任意高可数曲线平坦指标的紧致空间。本文的主要技术部分致力于证明后一事实的强版本:对于每个序数 $\alpha$ 和每个紧致度量空间 $M$,存在一个紧致度量空间 $N$,使得 $N$ 的 $\alpha$ 阶曲线平坦商与 $M$ 几乎等距。

英文摘要

We study universality of Lipschitz quotients. First, we modify a construction of Johnson, Lindenstrauss, Preiss and Schechtman to obtain a complete separable metric space that has every complete separable metric space as a Lipschitz quotient. Our main result is in the compact setting, where we prove that no such universal metric space can exist. We deduce this impossibility result by studying the curve-flat index, an ordinal index which provides a measure of the complexity of the curve-fragment structure in a metric space. We show that Lipschitz quotients cannot increase this index in compact domains; while there exist compact spaces with arbitrarily high countable curve-flat index. The main technical part of the paper is dedicated to proving a strong version of the latter fact: for every ordinal $α$ and every compact metric space $M$, there exists a compact metric space $N$ such that the curve-flat quotient of $N$ of order $α$ is almost-isometric to $M$.

2512.22907 2026-06-19 math.CO 版本更新 60%

A point in the interior of the convex hulls

凸包内部的一点

Imre Bárány, Yun Qi

专题命中 其他科学智能 :证明Steinitz定理的彩色版本,纯数学。

AI总结 本文证明了Steinitz定理的彩色版本,并刻画了恰好需要2d个集合的情形。

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AI中文摘要

Steinitz定理指出,如果对于集合$X \subset \mathbb{R}^d$,点$a \in \mathrm{int\\,conv\\,} X$,则$X$包含一个大小至多为$2d$的子集$Y$,使得$a \in \mathrm{int\\,conv\\,}Y$。这里的界$2d$是最优的。我们证明了该定理的彩色版本,并刻画了恰好需要$2d$个集合的情形。

英文摘要

Steinitz's theorem states that if a point $a \in \mathrm{int\,conv\,} X$ for a set $X \subset \mathbb{R}^d$, then $X$ contains a subset $Y$ of size at most $2d$ such that $a \in \mathrm{int\,conv\,}Y$. The bound $2d$ is best possible here. We prove the colourful version of this theorem and characterize the cases when exactly $2d$ sets are needed.

2603.09495 2026-06-19 physics.ins-det astro-ph.IM hep-ex 版本更新 60%

Optical calibration systems of the Pacific Ocean Neutrino Experiment

太平洋中微子实验的光学校准系统

M. Agostini, A. Alexander Wight, M. Altomare, K. Baş, N. Baily, P. S. Barbeau, A. J. Baron, S. Bash, C. Bellenghi, M. Boehmer, M. Brandenburg, P. Bunton, N. Cedarblade-Jones, B. Crudele, M. Danninger, T. DeYoung, A. Gärtner, J. Garriz, D. Ghuman, L. Ginzkey, T. Glukler, V. Gousy-Leblanc, D. Grant, A. Grimes, C. Haack, R. Hall, R. Halliday, D. Hembroff, F. Henningsen, M. Herle, O. Janik, H. Johnson, W. Kang, S. Karanth, T. Kerscher, S. Kerschtien, K. Kopański, C. Kopper, P. Krause, C. B. Krauss, N. Kurahashi, C. Lagunas Gualda, A. Lam, T. Lavallee, K. Leismüller, R. Li, S. Loipolder, C. Magee, S. Magel, P. Malecki, T. Martin, A. Maunder, C. Miller, N. Molberg, R. Moore, B. Nührenbörger, B. Nichol, W. Noga, R. Ørsøe, L. Papp, V. Parrish, P. Pfahler, J. Pflanz, B. Pirenne, E. Price, A. Rahlin, M. Rangen, E. Resconi, S. Robertson, M. F. Rodriguez-Pilco, D. Salazar-Gallegos, A. Scholz, L. Schumacher, S. Sharma, B. R. Smithers, C. Spannfellner, J. Stacho, I. Taboada, K. Tchiorniy, J. P. Twagirayezu, M. Un Nisa, B. Veenstra, M. Velazquez, L. von der Werth, C. Weaver, N. Whitehorn, B. Winnicky-Lewis, L. Winter, R. Wroński, J. P. Yañez, S. Yun-Cárcamo, A. Zaalishvili

专题命中 其他科学智能 :中微子实验光学校准系统,物理仪器。

AI总结 本文介绍P-ONE实验的光学校准系统,包括基于GaN FET的脉冲驱动电路和定向/各向同性校准模块,实现增益、能量和时间校准,并展示性能表征结果。

Comments accepted by JINST

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AI中文摘要

本文介绍了为太平洋中微子实验(P-ONE)生产的光学校准系统的设计和性能表征,这些系统针对探测器中的增益、能量和时间校准。这些系统包括基于氮化镓场效应晶体管技术的新型光脉冲驱动电路及其在定向和各向同性自监测光学校准仪器中的应用。为第一条P-ONE线生产了总共330个定向光脉冲器和两个各向同性的17英寸校准模块(P-CAL)。我们展示了定向和各向同性校准装置的设计和性能,并对两个完整生产批次进行了详细的光学表征。在$365 - 520\,$nm波长范围内,我们开发的驱动电路分别实现了高达$10^{11}\,$光子的发射强度和低至$1.4\,$ns的脉冲宽度。P-CAL中的光脉冲驱动器和自监测电子器件使用相同的实验装置进行了表征,并结合专用的基于GEANT4的模拟框架优化了仪器的光学各向同性设计。优化后的P-CAL在整个$4\pi\,$立体角范围内实现了$1.00 \pm 0.01$的模拟各向同性等级。这些模拟研究通过使用两个独立实验装置在空气和水中进行的专门测量得到了明确确认,我们报告了结果。由此,可以对P-ONE中部署的P-CAL模块进行详细的性能估计。

英文摘要

This work presents the design and performance characterization of the optical calibration systems produced for the Pacific Ocean Neutrino Experiment (P-ONE), which target gain, energy and time calibration in the detector. These systems include novel light-pulse driver circuitry based on gallium nitride field-effect transistor technology and its application to directional and isotropic, self-monitoring optical calibration instruments. A total of 330 directional light pulsers and two isotropic, 17-inch calibration modules (P-CALs) were produced for the first P-ONE line. We present the designs and performance of both the directional and isotropic calibration devices and perform detailed optical characterizations of both full-production batches. In a wavelength range of $365 - 520\,$nm, our developed driver circuits achieve emission intensities up to $10^{11}\,$photons and pulse widths as small as $1.4\,$ns, respectively. Light-pulse drivers and self-monitoring electronics in the P-CAL were characterized using the same experimental setup, and the instrument's optical-isotropy design was optimized in combination with a dedicated GEANT4-based simulation framework. The optimized P-CAL achieves a simulated isotropy grade of $1.00 \pm 0.01$ across the entire $4π\,$solid angle range. These simulation investigations were explicitly confirmed by dedicated measurements in both air and water using two independent experimental setups, and we report the results. With this, a detailed performance estimate for deployed P-CAL modules in P-ONE was possible.

2603.08545 2026-06-19 math.NT math.AG 版本更新 60%

The image of the adelic Galois representation of an elliptic curve with complex multiplication

具有复乘的椭圆曲线的adelic Galois表示的像

Álvaro Lozano-Robledo, Benjamin York

专题命中 其他科学智能 :计算椭圆曲线Galois表示,数论算法。

AI总结 本文针对具有复乘且j-不变量非0或1728的椭圆曲线E/Q,描述并实现了一种高效算法,计算其adelic Galois表示在GL(2, Ź)中的像(共轭意义下)。

Comments 38 pages. Version updated after community feedback. Comments welcome!

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AI中文摘要

设$E/\mathbb{Q}$为椭圆曲线,$\rho_E \colon \operatorname{Gal}(\overline{\mathbb{Q}}/\mathbb{Q}) \to \operatorname{GL}(2, \widehat{\mathbb{Z}})$为$E$的adelic Galois表示。近年来,作为Mazur所谓“程序B”的一部分,已有大量工作研究$\rho_E$的像(共轭意义下)。本文针对具有复乘且$j$-不变量非0或1728的椭圆曲线$E/\mathbb{Q}$,描述并实现了一种高效算法,用于计算$\rho_E$在$\operatorname{GL}(2, \widehat{\mathbb{Z}})$中的像(共轭意义下)。

英文摘要

Let $E/\mathbb{Q}$ be an elliptic curve and let $ρ_E \colon \operatorname{Gal}(\overline{\mathbb{Q}}/\mathbb{Q}) \to \operatorname{GL}(2, \widehat{\mathbb{Z}})$ be the adelic Galois representation attached to $E$. Much work has been done in recent years to study the image of $ρ_E$ (up to conjugation) as part of Mazur's so called ``Program B.'' In this paper, we describe and implement an efficient algorithm to compute the image of $ρ_E$ in $\operatorname{GL}(2, \widehat{\mathbb{Z}})$ (up to conjugation) for an elliptic curve $E/\mathbb{Q}$ with complex multiplication (CM) and $j$-invariant not $0$ or $1728$.

2509.15069 2026-06-19 eess.SP cs.DS cs.NA math.NA 版本更新 60%

Efficient Computation of Time-Index Powered Weighted Sums Using Cascaded Accumulators

使用级联累加器高效计算时间索引加权和

Deijany Rodriguez Linares, Oksana Moryakova, Håkan Johansson

专题命中 其他科学智能 :高效计算加权和算法,信号处理。

AI总结 提出一种利用级联累加器高效计算时间索引加权和的方法,将乘法次数从K×N减少到K+1次常数乘法,无需存储数据块,适用于实时逐样本处理系统。

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

Journal ref IEEE Signal Processing Letters, vol. 33, pp. 893-897, Feb. 2026

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AI中文摘要

本文提出了一种新颖的方法,使用级联累加器高效计算形如$\sum_{n=0}^{N-1} n^{K} v[n]$的时间索引加权和。传统的直接计算需要$K{\times}N$次通用乘法,对于大的$N$变得不可行,而基于查找表或信号反转的替代策略需要存储整个数据块。通过利用累加器特性,所提方法消除了此类存储需求,并将乘法成本降低到仅$K{+}1$次常数乘法,实现了高效的实时实现。当需要在逐样本处理系统中高效计算此类和时,该方法特别有用。

英文摘要

This letter presents a novel approach for \mbox{efficiently} computing time-index powered weighted sums of the form $\sum_{n=0}^{N-1} n^{K} v[n]$ using cascaded accumulators. Traditional direct computation requires $K{\times}N$ general multiplications, which become prohibitive for large $N$, while alternative strategies based on lookup tables or signal reversal require storing entire data blocks. By exploiting accumulator properties, the proposed method eliminates the need for such storage and reduces the multiplicative cost to only $K{+}1$ constant multiplications, enabling efficient real-time implementation. The approach is particularly useful when such sums need to be efficiently computed in sample-by-sample processing systems.

2603.06429 2026-06-19 physics.ins-det 版本更新 60%

Comprehensive characterization of a YAG:Ce scintillator: light yield, alpha quenching and pulse-shape discrimination

YAG:Ce闪烁体的综合表征:光产额、α猝灭和脉冲形状甄别

L. Gironi, S. Dell'Oro, E. Giussani, C. Gotti, E. Mazzola, M. Nastasi, D. Peracchi

专题命中 其他科学智能 :YAG:Ce闪烁体表征,核物理仪器。

AI总结 本文全面表征了YAG:Ce晶体在γ和α辐射下的闪烁性能,包括光产额、衰减时间、α猝灭因子及脉冲形状甄别能力,展示了其在粒子识别和稳定响应方面的潜力。

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AI中文摘要

固态闪烁体因其多功能性以及对不同环境和操作条件的耐受性而被广泛应用于粒子物理和应用物理中。这种广泛的应用要求对闪烁晶体进行彻底的表征。在这些材料中,掺铈钇铝石榴石(YAG:Ce)因其良好的时间特性、高光产额、良好的机械性能和化学稳定性而成为一种有前景的闪烁体。在这项工作中,我们报告了对暴露于γ和α辐射的YAG:Ce晶体的全面实验表征。我们提取了闪烁衰减时间和光产额,并研究了它们从室温到约-50°C的演变。我们对能量范围从约6 MeV到1 MeV的α粒子的猝灭因子进行了详细研究,发现其值从约0.17下降到0.10。我们还探索了基于不同相互作用类型导致的信号演变的脉冲形状甄别可能性,展示了强大的分类能力。这些结果为YAG在辐射探测应用中的性能提供了详细评估,并为其在需要可靠粒子识别和宽范围操作条件下稳定响应的环境中的潜在用途提供了见解。

英文摘要

Solid-state scintillators are widely used in particle and applied physics due to their versatility and resistance to diverse environments and operating conditions. This broad range of applications calls for thorough characterization of scintillating crystals. Among these materials, cerium-doped yttrium aluminum garnet (YAG:Ce) is a promising scintillator owing to its favorable timing characteristics, high light yield, good mechanical properties, and chemical stability. In this work, we report a comprehensive experimental characterization of a YAG:Ce crystal exposed to both $γ$ and $alpha$ radiation. We extract the scintillation decay time and light yield, and study their evolution from room temperature down to approximately $-50 ^\circ$ C. We perform a detailed investigation of the quenching factor for \al particles in the energy range from about $6$ MeV down to $1$ MeV, finding a value that decreases from approximately $0.17$ to $0.10$. We also explore the possibility of pulse-shape discrimination based on the different signal evolution depending on the interaction type, demonstrating strong classification capabilities. These results provide a detailed assessment of the performance of \YAG for radiation-detection applications and offer insight into its potential use in environments requiring reliable particle identification and stable response across a wide range of operating conditions.

2512.07282 2026-06-19 math.AT 版本更新 60%

Reproducing Kernel Hilbert Spaces for Virtual Persistence Diagrams

虚拟持久性图的再生核希尔伯特空间

Charles Fanning, Mehmet Aktas

专题命中 其他科学智能 :持久性图核表示用于合成分割实验,属于拓扑数据分析。

AI总结 通过Grothendieck完备化将持久性图群化为格,定义相位图和特征图,引入热阻尼抑制不稳定频率,导出核的Lipschitz界并用于合成分割实验。

Comments 40 pages, 7 figures, submitted to Journal of Applied and Computational Topology

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AI中文摘要

持久性图是表示跨过滤的拓扑特征寿命的出生-死亡对有限多重集。现有的持久性图函数和核表示通常通过嵌入到辅助空间来外部构造。对于具有有限索引集的过滤,通过持久性图幺半群的Grothendieck完备化得到的关联虚拟持久性图群是一个有限生成的格。我们定义了一个相位图,将每个持久性区间映射到一个圆形坐标,以及一个特征图,聚合虚拟持久性图中区间的相位。我们在虚拟持久性图群的特征上引入热阻尼以抑制不稳定频率。我们推导了所得核的Lipschitz界,并将其应用于合成分割实验。

英文摘要

A persistence diagram is a finite multiset of birth-death pairs representing the lifetimes of topological features across a filtration. Existing functional and kernel representations of persistence diagrams are typically constructed extrinsically through embeddings into auxiliary spaces. For filtrations with finite indexing sets, the associated virtual persistence diagram group obtained by Grothendieck completion of the persistence diagram monoid is a finitely generated lattice. We define a phase map sending each persistence interval to a circular coordinate and a character map aggregating the phases of intervals in a virtual persistence diagram. We introduce heat damping on characters of virtual persistence diagram groups to suppress the unstable frequencies. We derive Lipschitz bounds for the resulting kernels and apply them in a synthetic segmentation experiment.

2. 物理仿真 13 篇

2412.17470 2026-06-19 math.ST econ.EM stat.ME stat.TH 版本更新 65%

A Necessary and Sufficient Condition for Size Controllability of Heteroskedasticity Robust Test Statistics

异方差稳健检验统计量尺寸可控性的一个充要条件

Benedikt M. Pötscher, David Preinerstorfer

专题命中 物理仿真 :异方差稳健检验统计量尺寸可控性

AI总结 针对回归模型中单个约束检验,给出了异方差稳健检验统计量尺寸可控性的充要条件,改进了现有仅充分条件的结果。

Comments Clarification in Footnote 15 added

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AI中文摘要

我们重新审视了Pötscher和Preinerstorfer (2025)中关于回归模型中异方差稳健检验统计量的尺寸可控性结果。对于检验单个约束(例如,单个系数的零约束)这一特殊但重要的情形,我们给出了尺寸可控性的一个充要条件,而Pötscher和Preinerstorfer (2025)中的条件通常仅是充分的(即使在检验单个约束的情形下)。

英文摘要

We revisit size controllability results in Pötscher and Preinerstorfer (2025) concerning heteroskedasticity robust test statistics in regression models. For the special, but important, case of testing a single restriction (e.g., a zero restriction on a single coefficient), we povide a necessary and sufficient condition for size controllability, whereas the condition in Pötscher and Preinerstorfer (2025) is, in general, only sufficient (even in the case of testing a single restriction).

2506.07835 2026-06-19 math.AP 版本更新 65%

Global weak solutions to a compressible Navier--Stokes/Cahn--Hilliard system with singular entropy of mixing

具有奇异混合熵的可压缩Navier-Stokes/Cahn-Hilliard系统的全局弱解

Danica Basarić, Andrea Giorgini

专题命中 物理仿真 :研究可压缩流体相分离的偏微分方程系统。

AI总结 针对可压缩二元粘性流体相分离的Navier-Stokes/Cahn-Hilliard系统,采用Flory-Huggins对数熵势,在三维有界区域上证明了任意大初始数据全局弱解的存在性。

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AI中文摘要

我们研究了一个描述可压缩二元粘性流体混合物相分离演化的Navier-Stokes/Cahn-Hilliard系统。本工作的新颖之处在于自由能势包括物理相关的Flory-Huggins(对数)熵,而文献中先前的研究仅考虑具有多项式增长的正则势。我们的主要结果建立了在三维有界区域上对于任意大初始数据全局时间弱解的存在性。核心贡献是在最小假设下:非负$\gamma$-可积密度且$\gamma>\frac32,从密度依赖的Cahn-Hilliard方程推导出化学势和Flory-Huggins熵的新估计。此外,我们证明了表示质量浓度差的相变量在密度为正的集合上几乎处处取值在物理区间$(-1,1)$内。

英文摘要

We study a Navier-Stokes/Cahn-Hilliard system modeling the evolution of a compressible binary mixture of viscous fluids undergoing phase separation. The novelty of this work is a free energy potential including the physically relevant Flory-Huggins (logarithmic) entropy, as opposed to previous studies in the literature, which only consider regular potentials with polynomial growth. Our main result establishes the existence of global-in-time weak solutions in three-dimensional bounded domains for arbitrarily large initial data. The core contribution is the derivation of new estimates for the chemical potential and the Flory-Huggins entropy arising from a density-dependent Cahn-Hilliard equation under minimal assumptions: non-negative $γ$-integrable density with $γ>\frac32$. In addition, we prove that the phase variable, which represents the difference of the mass concentrations, takes value within the physical interval $(-1,1)$ almost everywhere on the set where the density is positive.

2505.06866 2026-06-19 math.NA cs.NA 版本更新 65%

Quantum preconditioning method for finite difference discretizations of the Poisson equation via Schrödingerization

基于薛定谔化的泊松方程有限差分离散量子预处理方法

Shi Jin, Nana Liu, Chuwen Ma, Yue Yu

专题命中 物理仿真 :量子预处理方法求解泊松方程有限差分离散。

AI总结 提出结合薛定谔化技术与BPX多水平预条件子的量子预处理框架,通过结构感知的块编码避免归一化缩放,实现近最优复杂度求解泊松方程线性系统。

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AI中文摘要

我们提出了一个量子预处理框架,用于求解由泊松方程有限差分离散产生的线性系统。它基于薛定谔化技术\cite{JLY22b,JLYPRL24}与BPX多水平预条件子的结合,以实现近最优复杂度。薛定谔化技术将线性偏微分和常微分方程转化为高一维空间中具有酉演化的薛定谔型系统,使其适用于量子模拟。一个关键贡献是对对称预处理矩阵$A_S = S^\top A S$的块编码进行结构感知的构造,其中$A$是刚度矩阵,$S$以分解形式编码BPX预条件子。通过建立一个新的交换恒等式,我们避免了因朴素地乘块编码而产生的不利归一化缩放。这得到了$A_S$的精确块编码,归一化因子为$\mathcal{O}(d^2(L+1))$,其中$d$是空间维度,$L$是水平数。结合基于薛定谔化的哈密顿模拟,整个量子算法在估计解的线性泛函到给定容差$\varepsilon$时,查询复杂度为$\mathcal{O}\big(\mathrm{poly}(d)\varepsilon^{-1} \mathrm{polylog}(\varepsilon^{-1}) \big)$。

英文摘要

We present a quantum preconditioning framework for solving linear systems arising from a finite difference discretization of the Poisson equation. It is based on the combination of the Schrödingerization technique \cite{JLY22b,JLYPRL24} and the BPX multilevel preconditioner in order to achieve near-optimal complexity. The Schrödingerization technique transforms linear partial and ordinary differential equations into Schrödinger-type systems with unitary evolution in one higher dimension, making them suitable for quantum simulation. A key contribution is a structure-aware construction of the block-encoding for the symmetrically preconditioned matrix $A_S = S^\top A S$, where $A$ is the stiffness matrix and $S$ encodes the BPX preconditioner in factored form. By establishing a novel commuting identity, we avoid the unfavorable normalization scaling that would otherwise arise from naive multiplication of block-encodings. This yields an exact block-encoding of $A_S$ with normalization $\mathcal{O}(d^2(L+1))$, where $d$ is the spatial dimension and $L$ is the number of levels. Combined with the Schrödingerization-based Hamiltonian simulation, the overall quantum algorithm achieves a query complexity of $\mathcal{O}\big(\mathrm{poly}(d)\varepsilon^{-1} \mathrm{polylog}(\varepsilon^{-1}) \big)$ for estimating linear functionals of the solution to a given tolerance $\varepsilon$.

2605.22314 2026-06-19 math.LO 版本更新 60%

Higher-arity distality and forking triviality

更高元 arity 的 distality 与 forking triviality

Mervyn Tong

专题命中 物理仿真 :模型论中distality与triviality研究

AI总结 本文回答了Goode的问题,证明在简单理论中k-triviality塌缩到(1-)triviality。特别地,每个具有量化消除的有限元 arity 关系语言的稳定理论都是trivial的。通过塌缩结果和其他关于k-triviality和k-total triviality的事实,生成了强k-distal理论的例子。塌缩结果立即表明,没有稳定理论可以严格k-distal,部分回答了Walker的问题。所有已知的非distal(强)k-distal理论都是k-ary的,使得(强)k-distality不再成为(k+1)-ary划分线;我们给出了四个不是k-ary的例子。我们还证明了distality不被取reducts所保持,同样(强)k-distality也不被保持。

Comments 17 pages; minor changes, including added attribution for Proposition 3.12

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AI中文摘要

回答Goode提出的问题,我们证明在简单理论中k-triviality塌缩到(1-)triviality。特别地,每个具有量化消除的有限元 arity 关系语言的稳定理论都是trivial的。我们利用塌缩结果和其他关于k-triviality和k-total triviality的事实,生成了(强)k-distal理论的例子。塌缩结果立即表明,没有稳定理论可以严格k-distal,部分回答了Walker的问题。所有已知的非distal(强)k-distal理论都是k-ary的,使得(强)k-distality不再成为(k+1)-ary划分线;我们给出了四个不是k-ary的例子。我们还证明了distality不被取reducts所保持,同样(强)k-distality也不被保持。

英文摘要

Answering a question of Goode, we show that $k$-triviality collapses to (1-)triviality among simple theories. In particular, every stable theory with quantifier elimination in a relational language of bounded arity is trivial. We use our collapse result, along with other facts about $k$-triviality and $k$-total triviality, to generate examples of (strongly) $k$-distal theories. The collapse result immediately implies that no stable theory can be strictly $k$-distal for some $k\geq 3$, partially answering a question of Walker. Moreover, all known examples of non-distal (strongly) $k$-distal theories are $k$-ary, rendering (strong) $k$-distality moot as a $(k+1)$-ary dividing line; we give four classes of examples that are not $k$-ary. We also show that just as distality is not preserved under taking reducts, neither is (strong) $k$-distality.

2604.27038 2026-06-19 cond-mat.stat-mech 版本更新 60%

Composite-Operator Scaling on Triadic Hypergraphs: Formation Transitions in Multi-Agent Architectures with Three-Body Coupling

三体耦合多智能体架构中三元超图上的复合算子标度:形成相变

Eduardo Salazar

专题命中 物理仿真 :研究三元超图上的相变,属于统计物理

AI总结 研究动态三元超图上的相变,通过复合算子标度揭示形成场与离散意见变量的耦合机制,发现三体耦合导致连续相变转变为一级相变,并给出临界指数关系。

Comments v2: Retitled. Scope and framing corrected. Added beyond-mean-field exponent relations, a first-order/critical-endpoint phase diagram, and an appendix with Monte Carlo simulations (with public link to code)

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AI中文摘要

我们研究动态三元超图上的相变,其中连续形成场在具有三次三体耦合 $g_\tau\phi_i\phi_j\phi_k$ 的随机金兹堡-朗道动力学下演化,而离散意见变量 $s_i\in\{-1,+1\}$ 在具有成对对齐和不可约三体能量 $-\lambda_\tau\prod_{a\in\tau}s_a$ 的哈密顿量下进行川崎交换。在形成临界点附近,三次耦合是次主导的,相变保持连续,由具有重整化耦合 $J_{\rm eff}=J+\gamma w$ 的成对伊辛基线在主导阶控制。主要可观测量是三元形成关联函数 $\Psi_{\rm form}\equiv\langle\phi_i\phi_j\phi_k\rangle$,这是一个建立在底层 $\mathbb{Z}_2$ 对称序参量上的 $k=3$ 复合算子。复合算子标度给出有效指数 $\beta_{\rm TF}=3/2$ 和 $\gamma_{\rm TF}=-1$。与 $\Psi_{\rm form}$ 共轭的磁化率在临界温度 $T_c$ 处消失而非发散,这与标量(成对)序参量的发散特征形成对比。最小三元组在 $\{-1,+1\}^3$ 上的精确配分函数识别出一个交叉标度 $T^*=4J_{\rm eff}/\ln 3$。场论两点函数论证重现了相同的磁化率消失。恢复三体耦合($\lambda\neq0$)使相变变为一级,临界端点位于 $\lambda=0$。指数关系 $\beta_{\rm TF}=3\beta_{\rm Ising}$ 和 $\gamma_{\rm TF}=\gamma_{\rm Ising}-4\beta_{\rm Ising}$ 在稠密超图上通过团簇分解精确成立,且磁化率消失特征在 $d\geq3$ 时持续,但在 $d=2$ 时失效。Mori-Zwanzig 记忆核产生连续可调的动力学指数 $z_{\rm TF}$,完成了复合算子标度区域。

英文摘要

We study phase transitions on dynamic triadic hypergraphs, in which a continuous formation field evolves under stochastic Ginzburg--Landau dynamics with a cubic three-body coupling $g_τϕ_iϕ_jϕ_k$, while a discrete opinion variable $s_i\in\{-1,+1\}$ undergoes Kawasaki exchange under a Hamiltonian with pairwise alignment and an irreducible three-body energy $-λ_τ\prod_{a\inτ}s_a$. Near the formation critical point the cubic coupling is subleading and the transition remains continuous, controlled at leading order by a pairwise Ising baseline with renormalized coupling $J_{\rm eff}=J+γw$. The dominant observable is the triadic formation correlator $Ψ_{\rm form}\equiv\langleϕ_iϕ_jϕ_k\rangle$, a $k=3$ composite operator built over the underlying $\mathbb{Z}_2$-symmetric order parameter. Composite-operator scaling yields the effective exponents $β_{\rm TF}=3/2$ and $γ_{\rm TF}=-1$. The susceptibility conjugate to $Ψ_{\rm form}$ vanishes at the critical temperature $T_c$ rather than diverging, in contrast to the divergence characterizing scalar (pairwise) order parameters. The exact partition function of the minimal triad on $\{-1,+1\}^3$ identifies a crossover scale $T^*=4J_{\rm eff}/\ln 3$. A field-theoretic two-point function argument reproduces the same vanishing susceptibility. Restoring the three-body coupling ($λ\neq0$) makes the transition first-order, with a critical endpoint at $λ=0$. The exponent relations $β_{\rm TF}=3β_{\rm Ising}$ and $γ_{\rm TF}=γ_{\rm Ising}-4β_{\rm Ising}$ hold exactly on dense hypergraphs via cluster decomposition, and the vanishing-susceptibility signature persists for $d\geq3$ but fails in $d=2$. A Mori--Zwanzig memory kernel yields a continuously tunable dynamical exponent $z_{\rm TF}$, completing the composite-operator scaling regime.

2604.21097 2026-06-19 stat.ML cs.LG 版本更新 60%

Learning to Emulate Chaos: Adversarial Optimal Transport Regularization

学习模拟混沌:对抗最优传输正则化

Gabriel Melo, Leonardo Santiago, Peter Y. Lu

发表机构 * Department of Mechanical and Aerospace Engineering, North Carolina State University, Raleigh, NC(北卡罗来纳州立大学机械与航空航天工程系) Department of Electrical and Computer Engineering, Tufts University, Medford, MA(塔夫茨大学电气与计算机工程系) Work performed while at the University of Campinas(在坎皮纳斯大学工作期间)

专题命中 物理仿真 :提出对抗最优传输学习混沌动力学

AI总结 针对混沌动力学模拟中长程统计保真度低的问题,提出基于对抗最优传输的目标函数,联合学习高质量汇总统计量和物理一致的模拟器,理论分析与实验验证了Sinkhorn散度和WGAN对偶形式的有效性。

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AI中文摘要

混沌出现在许多复杂动力系统中,从天气到电网,但使用机器学习模拟器等数据驱动方法难以准确建模。虽然模拟器是加速模拟和解决逆问题的有前途的工具,但它们仍然难以学习混沌动力学,其中对初始条件的敏感性使得精确的长期预测不可行,尤其是在给定噪声数据的情况下。最近的工作转而训练模拟器以匹配混沌吸引子的统计特性,但这些方法通常依赖于手工制作的汇总统计量或大型、多样的多环境数据集。在这项工作中,我们提出了一类对抗最优传输目标,可以从单个噪声轨迹中联合学习高质量的汇总统计量和物理一致的模拟器。我们从理论上分析并实验验证了我们的方法的Sinkhorn散度公式(2-Wasserstein)和WGAN风格的对偶公式(1-Wasserstein)。在各种混沌系统(包括具有高维时空混沌的系统)上的数值实验表明,使用我们提出的目标训练的模拟器具有显著改善的长期统计保真度。

英文摘要

Chaos arises in many complex dynamical systems, from weather to power grids, but is difficult to accurately model with data-driven methods such as machine learning emulators. While emulators are promising tools for accelerating simulations and solving inverse problems, they still struggle to learn chaotic dynamics, where sensitivity to initial conditions renders exact long-term forecasts infeasible, especially given noisy data. Recent work instead trains emulators to match the statistical properties of chaotic attractors, but these approaches often rely on handcrafted summary statistics or large, diverse multi-environment datasets. In this work, we propose a family of adversarial optimal transport objectives that can jointly learn high-quality summary statistics and a physically consistent emulator from a single noisy trajectory. We theoretically analyze and experimentally validate a Sinkhorn divergence formulation (2-Wasserstein) and a WGAN-style dual formulation (1-Wasserstein) of our approach. Numerical experiments across a variety of chaotic systems, including ones with high-dimensional spatiotemporal chaos, show that emulators trained using our proposed objectives have significantly improved long-term statistical fidelity.

2512.19139 2026-06-19 cond-mat.quant-gas quant-ph 版本更新 60%

Asymmetric and chiral dynamics of two-component anyons with synthetic gauge flux

具有合成规范通量的两组分任意子的非对称与手征动力学

Rui-Jie Chen, Ying-Xin Huang, Guo-Qing Zhang, Dan-Wei Zhang

专题命中 物理仿真 :研究任意子-哈伯德模型中的非平衡动力学

AI总结 研究一维两组分任意子-哈伯德模型中的非平衡动力学,通过映射到密度依赖跳变相位和合成规范通量的扩展玻色-哈伯德梯子,揭示了破缺反演对称性的非对称输运和两种动力学对称性,并展示了统计相位和规范通量对手征与反手征动力学的调控。

Comments 13 pages, 7 figures

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AI中文摘要

在这项工作中,我们研究了一维两组分任意子-哈伯德模型中的非平衡动力学,该模型可以映射到具有密度依赖跳变相位和合成规范通量的扩展玻色-哈伯德梯子。通过两粒子动力学的数值模拟和对称性分析,我们揭示了在膨胀动力学中具有破缺反演对称性的非对称输运以及两种动力学对称性。当任意子统计相位的符号或规范通量和相互作用的符号改变时,两组分任意子的膨胀在空间反转和组分交换下是动力学对称的。在无相互作用情况下,我们展示了由统计相位和规范通量共同诱导的动力学抑制。在相互作用情况下,我们证明了手征和反手征动力学都可以通过统计相位和规范通量来展现和调控。获得了关于手征-反手征动力学的动力学相区。这些发现突显了多组分任意子中任意子交换统计、合成规范场和相互作用之间相互作用产生的丰富动力学现象。

英文摘要

In this work, we investigate the non-equilibrium dynamics in a one-dimensional two-component anyon-Hubbard model, which can be mapped to an extended Bose-Hubbard ladder with density-dependent hopping phase and synthetic gauge flux. Through numerical simulations of two-particle dynamics and the symmetry analysis, we reveal the asymmetric transport with broken inversion symmetry and two dynamical symmetries in the expansion dynamics. The expansion of two-component anyons is dynamically symmetric under spatial inversion and component flip, when the sign of anyonic statistics phase or the signs of gauge flux and interaction are changed. In the non-interacting case, we show the dynamical suppression induced by both the statistics phase and gauge flux. In the interacting case, we demonstrate that both chiral and antichiral dynamics can be exhibited and tuned by the statistics phase and gauge flux. The dynamical phase regimes with respect to the chiral-antichiral dynamics are obtained. These findings highlight the rich dynamical phenomena arising from the interplay of anyonic exchange statistics, synthetic gauge fields, and interactions in multi-component anyons.

2512.16599 2026-06-19 math.CO 版本更新 60%

The $s$-chromatic Ramsey number for stars

星的$s$-色拉姆齐数

Aijun Yi, Zhidan Luo

专题命中 物理仿真 :研究图论中的拉姆齐数,属于数学问题

AI总结 本文定义了$s$-色拉姆齐数和星临界$s$-色拉姆齐数,并完全确定了星图$K_{1,m}$的这两个值,部分确定了多星图的$s$-色拉姆齐数。

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AI中文摘要

1977年,Chung、Chung和Liu推广了拉姆齐数的定义。他们引入了$s$-色拉姆齐数如下。设$1\leq s<t$为整数,$A_{1}, A_{2}, \dots, A_{c}$是$[t]$的大小为$s$的子集,其中$c= {t\choose s}$。对于给定的图$G_{1}, G_{2}, \dots, G_{c}$,{\it $s$-色拉姆齐数} $r^{s, t}(G_{1}, G_{2}, \dots, G_{c})$是最小正整数$N$,使得$E(K_{N})$的每个$t$-染色都会产生某个$i\in [c]$的$G_{i}$的副本,其边被颜色集$A_{i}$中的颜色染色。{\it 星临界$s$-色拉姆齐数} $r_{*}^{s, t}(G_{1}, G_{2}, \dots, G_{c})$是最小整数$\ell$,使得$K_{N}- E(K_{1, N- 1- \ell})$的边的每个$t$-染色都会产生某个$i\in [c]$的$G_{i}$的副本,其边被颜色集$A_{i}$中的颜色染色,其中$N= r^{s, t}(G_{1}, G_{2}, \dots, G_{c})$。如果$G_{1}= G_{2}= \dots= G_{c}= G$,则我们分别简化为$r^{s, t}(G)$(也称为{\it 弱化拉姆齐数})和$r^{s, t}_{*}(G)$。在本文中,我们确定了$r^{s, t}(K_{1, m})$和$r_{*}^{s, t}(K_{1, m})$的所有值,以及$r^{s, t}(K_{1, m_{1}}, K_{1, m_{2}}, \dots, K_{1, m_{c}})$的部分值。

英文摘要

In 1977, Chung, Chung and Liu generalized the definition of the Ramsey number. They introduced the $s$-chromatic Ramsey number as follows. Let $1\leq s< t$ be integers and let $A_{1}, A_{2}, \dots, A_{c}$ be subsets with size $s$ of $[t]$, where $c= {t\choose s}$. For given graphs $G_{1}, G_{2}, \dots, G_{c}$, the {\it $s$-chromatic Ramsey number} $r^{s, t}(G_{1}, G_{2}, \dots, G_{c})$, is the minimum positive integer $N$ such that every $t$-coloring of $E(K_{N})$ yields a copy of $G_{i}$ whose edges are colored by colors in the color set $A_{i}$ for some $i\in [c]$. The {\it star-critical $s$-chromatic Ramsey number} $r_{*}^{s, t}(G_{1}, G_{2}, \dots, G_{c})$, is the minimum integer $\ell$ such that every $t$-coloring of the edges in $K_{N}- E(K_{1, N- 1- \ell})$ yields a copy of $G_{i}$ whose edges are colored by colors in the color set $A_{i}$ for some $i\in [c]$, where $N= r^{s, t}(G_{1}, G_{2}, \dots, G_{c})$. If $G_{1}= G_{2}= \dots= G_{c}= G$, then we simplify them to $r^{s, t}(G)$ (also called the {\it weakened Ramsey number}) and $r^{s, t}_{*}(G)$, respectively. In this paper, we determine all the values of $r^{s, t}(K_{1, m})$ and $r_{*}^{s, t}(K_{1, m})$, and part of the value of $r^{s, t}(K_{1, m_{1}}, K_{1, m_{2}}, \dots, K_{1, m_{c}})$.

2512.12282 2026-06-19 math.RA 版本更新 60%

Polynomial Identities and Codimensions of Two- and Three-Dimensional Metabelian Non-Lie Leibniz Algebras

二维和三维元贝尔非李莱布尼茨代数的多项式恒等式与余维数

Luis Fertunani, Claudemir Fideles, Airton Muniz

专题命中 物理仿真 :研究莱布尼茨代数的多项式恒等式,属于数学

AI总结 在任意域上,全面研究了二维和三维元贝尔非李莱布尼茨代数的多项式恒等式与余维数,并证明了多线性多项式在二维莱布尼茨代数上的像总是向量空间。

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AI中文摘要

在任意域上,我们对二维和三维元贝尔非李莱布尼茨代数的多项式恒等式与余维数进行了全面研究。此外,我们计算了多齐次多项式在二维莱布尼茨代数上的像,并由此证明了任何多线性多项式在这类代数上的像总是向量空间。我们的分析包括二维中的三个非平凡同构类和三维中的十个同构类,所有这些类都是元贝尔的。特别地,我们确定了它们对应的 $T$-理想的有限基,并给出了相关相对自由分次代数的显式基。

英文摘要

Over an arbitrary field, we conduct a comprehensive study of the polynomial identities and codimensions of two- and three-dimensional metabelian non-Lie Leibniz algebras. In addition, we compute the images of multihomogeneous polynomials on two-dimensional Leibniz algebras and, as a consequence, prove that the image of any multilinear polynomial evaluated on such algebras is always a vector space. Our analysis includes the three nontrivial isomorphism classes in dimension two and the ten isomorphism classes in dimension three, all of which are metabelian. In particular, we determine finite bases for their corresponding $T$-ideals and provide explicit bases for the associated relatively free graded algebras.

2508.19524 2026-06-19 math.LO math.CV 版本更新 60%

Definable Galois theory for bimeromorphic geometry

双亚纯几何的可定义伽罗瓦理论

Rahim Moosa, Anand Pillay

专题命中 物理仿真 :研究双亚纯几何的伽罗瓦理论,属于数学

AI总结 通过研究紧复空间理论CCM中的模型论可定义绑定群,发展双亚纯几何的伽罗瓦理论,并应用于主亚纯丛的结构定理,同时给出绑定群为代数群的例子及其线性判别。

Comments Final version, to appear in the Journal de Mathématiques Pures et Appliquées

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AI中文摘要

本文通过研究紧复空间理论CCM中的模型论可定义绑定群,发展了双亚纯几何的“伽罗瓦理论”框架。作为应用,推导了关于具有代数结构群且无水平子簇的主亚纯丛的结构定理。提供了绑定群为代数群的例子,并刻画了它们何时为线性群。利用CCM中的绑定群,证明了与微分闭域中的情形相反,在存在闭的微分CCM结构理论DCCM中,许多代数群在acl闭集上具有非平凡的可定义torsor。文中还包含了对全超越理论中绑定群定理的自包含阐述,强调了构造的双torsor性质。

英文摘要

The outlines of a "Galois theory" for bimeromorphic geometry is here developed, via the study of model-theoretic definable binding groups in the theory CCM of compact complex spaces. As an application, a structure theorem about principal meromorphic bundles with algebraic structure group, and admitting no horizontal subvarieties, is deduced. Examples of algebraic groups arising as binding groups are provided, as is a characterisation of when they are linear. Using binding groups in CCM it is shown that, in contrast to the situation in differentially closed fields, there are many algebraic groups which admit nontrivial definable torsors over acl-closed sets in the theory DCCM of existentially closed differential CCM-structures. A self-contained exposition of the binding group theorem in totally transcendental theories, that emphasises the bitorsorial nature of the construction, is also included.

2512.10686 2026-06-19 math.PR 版本更新 60%

Maximal rigidity of random measure and uniqueness pairs: stealthy processes, quasicrystals and periodicity

随机测度的最大刚性与唯一性对:隐形过程、准晶和周期性

Raphaël Lachièze-Rey

专题命中 物理仿真 :研究随机测度的最大刚性,属于数学

AI总结 本文研究空间过程的最大刚性现象,通过建立与调和分析中唯一性对的联系,证明准晶和隐形过程在锥上具有最大刚性,并发现一类连续场在临界半径处发生相变。

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AI中文摘要

本文研究了空间过程中的最大刚性现象,即从部分信息(特别是从严格子域上的限制)可以完美插值过程,通常导致平凡的尾部σ代数。自1930年代以来已知的一个经典例子是,如果时间序列的谱有间隙,或至少有一个足够深的零点,则该序列由其负整数上的值完全确定。我们通过建立与唯一性对的概念的联系,将此类结果推广到更高维度和连续设置,唯一性对的概念根植于调和分析中的不确定性原理。我们展示了这一原理的其他几种表现形式,统一并加强了不同模型之间看似无关的结果:准晶和隐形过程被证明在锥上具有最大刚性,而离散整数值过程在具有单连通谱时必然是周期性的。最后,我们识别出一类令人惊讶的连续场,它们具有看似标准的行为(如线性方差和有限依赖范围),但经历相变:对于ρ ≤ 2π,它们在B(0, ρ)上可完美插值,而对于ρ > 2,则没有刚性。

英文摘要

This article investigates the phenomenon of maximal rigidity in spatial processes, where perfect interpolation of the process is possible from partial information, specifically, from its restriction to a strict subdomain, often resulting in a trivial tail $σ$algebra. A classical example known since the 1930's is that a time series is fully determined by its values on the negative integers if its spectrum has a gap, or at least a sufficiently deep zero. We extend such results to higher dimensions and continuous settings by establishing a connection with the concept of uniqueness pairs, rooted in the uncertainty principle of harmonic analysis. We present several other manifestations of this principle, unify and strengthen seemingly unrelated results across different models: quasicrystals and stealthy processes are shown to be maximally rigid on cones, and discrete integer-valued processes are necessarily periodic when they have a simply connected spectrum. Finally, we identify a surprising class of continuous fields with seemingly standard behavior, such as linear variance and finite dependency range, that undergo a phase transition: they are perfectly interpolable on B(0, $ρ$) for $ρ$ ___ 2 $π$ but exhibit no rigidity for $ρ$ > 2.

2512.08863 2026-06-19 math.AG math.AC 版本更新 60%

Segre classes and integral dependence

Segre类与整依赖

Yairon Cid-Ruiz

专题命中 物理仿真 :研究Segre类与整依赖,属于数学

AI总结 本文证明了闭子概形的Segre类可编码其定义理想层的整依赖准则,并应用于Aluffi的Segre zeta函数给出齐次理想的整依赖判据。

Comments to appear in Mathematische Annalen

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AI中文摘要

Segre类的一个基本性质是它们的双有理不变性。这个不变性意味着闭子概形的Segre类仅依赖于定义理想层的整闭包。在本文中,我们反过来证明,闭子概形的Segre类编码了其定义理想层的整依赖准则。作为一个应用,我们证明了Aluffi的Segre zeta函数为多项式环中的齐次理想提供了整依赖准则。

英文摘要

A fundamental property of Segre classes is their birational invariance. This invariance implies that the Segre class of a closed subscheme only depends on the integral closure of the defining ideal sheaf. In this paper, we show that, conversely, the Segre class of a closed subscheme encodes an integral dependence criterion for its defining ideal sheaf. As an application, we prove that Aluffi's Segre zeta function provides an integral dependence criterion for homogeneous ideals in polynomial rings.

2510.19461 2026-06-19 math.AG 版本更新 60%

The Hermitian Distance degree of an Algebraic Variety

代数簇的Hermite距离度

Davide Furchì

专题命中 物理仿真 :发展代数理论,推广欧几里得距离度,属于数学物理方法

AI总结 本文发展代数理论,研究代数簇在Hermite距离函数下的最小距离点问题,推广了欧几里得距离度,并通过实例展示方法的鲁棒性。

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AI中文摘要

在本文中,我们发展了一个代数理论来研究关于Hermite距离函数从代数簇中寻找最小距离点的问题。该理论推广了arXiv:1309.0049中引入的欧几里得距离度,将正对称双线性形式替换为Hermite形式。我们给出了各种例子来展示该方法的鲁棒性。

英文摘要

In this paper we develop an algebraic theory to study the problem of finding the minimum distance point from an algebraic variety with respect to the Hermitian distance function. The theory generalizes the Euclidean Distance degree introduced in arXiv:1309.0049, replacing a positive symmetric bilinear form by a Hermitian form. Various examples are presented to show the robustness of the machinery.