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2606.05427 2026-06-05 gr-qc math-ph math.DG math.MP

Spherically symmetric, asymptotically flat Berwald vacuum solutions in Finsler gravity

Finsler引力中的球对称、渐近平坦Berwald真空解

Nicoleta Voicu, Diana - Maria Birla, Christian Pfeifer

AI总结 本文通过求解Finsler引力真空方程,在球对称且渐近平坦的Berwald时空中找到了三类非Ricci平坦的精确解,这些解由伪黎曼度量和1-形式构造的(α,β)-Finsler时空描述,为超越黎曼描述的致密天体引力场建模提供了候选。

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AI中文摘要

所谓的Berwald-Finsler时空是最接近伪黎曼几何的Finsler时空,因为其规范的非线性联络定义了时空上的仿射联络。在球对称下,这些几何可用于描述致密天体外的引力场。我们求解了$SO(3)$-对称且渐近平坦(但不Ricci平坦)的Berwald时空的Finsler引力真空方程。我们发现,在所有球对称Berwald时空中,只有一类与渐近平坦性和良好定义的因果结构兼容。对于该类,我们完全求解了Finsler引力真空方程,并找到了三个非Ricci平坦的解族——这代表了首个非平凡的精确球对称真空解。它们是由伪黎曼度量和1-形式构造的所谓$(α,β)$-Finsler时空。特别地,通过提供一个具体例子,我们证明了在Finsler几何中存在$SO(3)$-对称、渐近平坦且非Ricci平坦的真空解;这些解是超越黎曼描述、对致密天体周围引力场建模的有前途的候选者。

英文摘要

So-called Berwald-Finsler spacetimes are Finsler spacetimes that are closest to pseudo-Riemannian geometry, as their canonical nonlinear connection defines an affine connection on spacetime. In spherical symmetry, these geometries can be used to describe the gravitational field outside of compact objects. We solve the Finsler gravity vacuum equation for $SO(3)$-symmetric Berwald spacetimes that are asyptotically flat, but not Ricci flat. We find that among all spherically symmetric Berwald spacetimes, only one class is compatible with asymptotic flatness and a well defined causal structure. For this class, we completely solve the Finsler gravity vacuum equation and find three families of non-Ricci flat solutions -- which represent the first non-trivial, exact spherically symmetric vacuum solutions. They are so-called $(α,β)$-Finsler spacetimes that are constructed from a pseudo-Riemannnian metric and a 1-form. In particular, we show, by providing a concrete example, that in Finsler geometry there exist $SO(3)$-symmetric, asymptotically flat vacuum solutions that are not Ricci flat; these solutions are promising candidates to model the gravitational field around compact objects, beyond their Riemannian description.

2606.05426 2026-06-05 cond-mat.mes-hall

A nanoscale magnetic spectrum analyzer based on qubit dressed states

基于量子比特缀饰态的纳米级磁频谱分析仪

Jan Rueschkamp, Shantam Ravan, Daniel Fernandez, Nazar Delegan, F. Joseph Heremans, David D. Awschalom, Ronald L. Walsworth, Nikola Maksimovic, Amir Yacoby

AI总结 利用微波缀饰场扩展NV色心量子传感器的频谱带宽,实现对钇铁石榴石薄膜中纳米级自旋波动力学的宽带检测。

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AI中文摘要

纳米尺度上的磁场波动体现在多种现象中——材料和器件中的电子与自旋动力学、量子多体系统以及分子化学。测量这些现象需要传感器兼具宽频谱带宽、高灵敏度和纳米级空间分辨率这一挑战性组合。氮空位(NV)中心,即金刚石中类原子的量子传感器,具备所需的灵敏度和纳米级传感体积,但其带宽通常受限于所用量子控制序列的实际速度。这里,我们通过在动态解耦序列中使NV量子比特暴露于微波缀饰场来克服这一限制,该场既放大又频率混合任意频率的目标信号,使其进入动态解耦协议的检测带。我们通过使用NV中心检测磁性钇铁石榴石(YIG)薄膜中宽频率范围内的相干和噪声纳米级自旋波动力学来演示这种方法。我们的技术可推广到其他量子比特平台,为跨不同物理和化学系统的纳米级光谱学提供通用框架。

英文摘要

Magnetic field fluctuations on nanometer length scales manifest in a diverse range of phenomena -- electron and spin dynamics in materials and devices, quantum many-body systems, and molecular chemistry. Measuring these phenomena requires sensors with a challenging combination of broad spectral bandwidth, high sensitivity, and nanoscale spatial resolution. Nitrogen-vacancy (NV) centers, atom-like quantum sensors in diamond, possess the requisite sensitivity and nanoscale sensing volume, but are typically limited in bandwidth by the practical speed of the applied quantum control sequence. Here, we overcome this limitation by exposing the NV qubit to a microwave dressing field during a dynamical decoupling sequence, which both amplifies and frequency-mixes target signals at arbitrary frequencies into the detection band of the dynamical decoupling protocol. We demonstrate this approach by using NV centers to detect both coherent and noisy nanoscale spin wave dynamics in a magnetic yttrium-iron-garnet (YIG) thin film over a broad frequency range. Our technique generalizes to other qubit platforms, providing a versatile framework for nanoscale spectroscopy across diverse physical and chemical systems.

2606.05425 2026-06-05 math.DS math.CA

The Ize Conjecture Redux: A Parity Criterion for Global Equivariant Bifurcation Guarantees

Ize 猜想再探:全局等变分支保证的奇偶性判据

Ziad Ghanem

AI总结 本文引入 Ize 对的概念,通过维数奇偶性条件刻画等变度非平凡变化的代数障碍,并结合模2等变谱流给出局部和全局分支保证,应用于Γ对称耦合振荡器网络中非平稳周期解的无界分支。

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AI中文摘要

Ize 猜想提出,紧李群的每个绝对不可约表示都存在一个最大迷向子群,其不动点空间为奇数维,这将通过等变度提供普适的分支保证。Lauterbach 和 Matthews 的反驳使得我们需要更有针对性的判据。我们引入 Ize 对——即对 $(G, V)$,存在某个最大迷向子群 $H$ 使得 $\dim V^H - \dim V^G \equiv 1 \pmod{2}$——并证明该维数奇偶性条件完全捕捉了最大轨道类型处非平凡等变度变化的代数障碍。将该判据与模2等变谱流结合,无需借助 Burnside 环算术即可得到局部和全局分支保证。作为应用,我们在一个 $Γ$ 对称耦合振荡器网络中建立了非平稳周期解的无界分支,其中分支保证完全由正则参数窗口边界处线性化的交叉奇偶性决定。

英文摘要

The Ize Conjecture proposed that every absolutely irreducible representation of a compact Lie group admits a maximal isotropy subgroup with an odd-dimensional fixed-point space, which would provide a universal bifurcation guarantee via the equivariant degree. Its disproof by Lauterbach and Matthews necessitates a more targeted criterion. We introduce Ize pairs -- pairs $(G, V)$ for which some maximal isotropy subgroup $H$ satisfies $\dim V^H - \dim V^G \equiv 1 \pmod{2}$ -- and prove that this dimension-parity condition completely captures the algebraic obstruction to a non-trivial equivariant degree change at maximal orbit types. Integrating this criterion with a mod-2 equivariant spectral flow yields local and global bifurcation guarantees without recourse to Burnside ring arithmetic. As an application, we establish unbounded branches of non-stationary periodic solutions in a $Γ$-symmetric coupled oscillator network, where the bifurcation guarantees follow entirely from the crossing parity of the linearization at the boundary of a regular parameter window.

2606.05424 2026-06-05 math.OC

Bayesian Equilibria of Heterogeneous Non-Atomic Routing Games with Private Information

异质非原子路由博弈的贝叶斯均衡与私有信息

Alexia Ambrogio, Leonardo Cianfanelli, Giacomo Como, Paolo Frasca

AI总结 研究具有协调车队和自私用户的非原子贝叶斯路由博弈,证明了在有限状态和消息集下贝叶斯均衡的存在性与唯一性。

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AI中文摘要

我们研究非原子贝叶斯路由博弈,其中交通网络由两种类型的交通共享:一个协调车队和大量自私用户。网络中的链路由旅行时间函数刻画,该函数依赖于链路上的总流量以及世界随机状态 $W$,通常 $W$ 不可直接观测。相反,我们假设车队协调者和自私用户都知道 $W$ 的先验分布,观察与 $W$ 相关且可能相互相关的(不同的)私有消息,并基于这种异质部分信息做出路由决策。在世界状态和私有消息集均为有限的假设下,我们证明了由此产生的贝叶斯路由博弈的贝叶斯均衡的存在性和唯一性。

英文摘要

We study non-atomic Bayesian routing games whereby a transportation network is shared by two types of traffic: a coordinated fleet and a mass of selfish users. The links in the network are characterized by travel time functions that depend both on the aggregate flow on the link and on a random state of the world $W$ that, in general, is not directly observable. Rather, we assume that both the fleet coordinator and the selfish users know the prior distribution of $W$, observe (different) private messages that are correlated with $W$ and possibly among themselves, and make routing decisions based on such heterogeneous partial information. Under the assumption that both the state of the world and the private message sets are finite, we prove the existence and uniqueness of a Bayesian equilibrium for the ensuing Bayesian routing game.

2606.05423 2026-06-05 cs.CR cs.CY cs.DB

Policy-Compliant Cloud Storage Systems

符合政策的云存储系统

Dimitrios Stavrakakis, Masanori Misono, Julian Pritzi, Harshavardhan Unnibhavi, Nuno Santos, Pramod Bhatotia

AI总结 提出GDPRuler,一种在不可信云上为键值存储提供可验证GDPR合规性的可信中间件系统,通过机密虚拟机执行策略、紧凑元数据编码和专用索引实现低开销合规保障。

Comments ACM CCS'26

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AI中文摘要

通用数据保护条例(GDPR)等隐私法规对个人数据的存储、处理和审计提出了严格要求。虽然键值存储(KVS)广泛用于延迟敏感型应用,但其简单的数据模型和不可信的云部署环境使得GDPR合规性特别具有挑战性。现有方法需要侵入性代码修改、引入高性能开销,或忽视合规机制本身的完整性。本文提出GDPRuler,一种可信中间件系统,能够在无需修改代码库的情况下,为不可信云上的KVS实现可验证的GDPR合规性。GDPRuler在机密虚拟机(CVM)内部署一个可信的GDPR监控器,该监控器执行GDPR策略、管理合规元数据,并维护防篡改的审计日志。一种声明式策略语言将核心GDPR义务转化为可执行的运行时规则。为确保效率,GDPRuler将元数据紧凑地编码在KV记录中,为GDPR特定查询构建专用元数据索引,并以空间高效格式仅记录合规相关事件。我们将GDPRuler实现为未修改的Redis和RocksDB部署的透明代理。使用YCSB和GDPR启发的工作负载进行评估表明,GDPRuler以低开销强制执行核心合规保证:GDPRuler达到原生KVS吞吐量的约61%,其中CVM环境贡献了28%-32%,元数据存储开销低于20%,通过元数据索引,GDPR查询获得13-182倍的加速。通过将可验证的策略执行嵌入到可信中间件层,GDPRuler为在不可信云基础设施上实现GDPR合规的KVS提供了一条实用路径。

英文摘要

Privacy regulations such as the General Data Protection Regulation (GDPR) impose strict requirements on how personal data is stored, processed, and audited. While key-value stores (KVS) are widely used in latency-sensitive applications, their simple data model and untrusted cloud deployment environments make GDPR compliance particularly challenging. Existing approaches require invasive code modifications, impose high performance overheads, or overlook the integrity of compliance mechanisms themselves. This paper presents GDPRuler, a trusted middleware system that enables verifiable GDPR compliance for KVS on untrusted clouds without modifying their codebase. GDPRuler deploys a trusted GDPR monitor inside a Confidential Virtual Machine (CVM), which enforces GDPR policies, manages compliance metadata, and maintains tamper-evident audit logs. A declarative policy language translates core GDPR obligations into enforceable runtime rules. To ensure efficiency, GDPRuler encodes metadata compactly within KV records, builds dedicated metadata indexes for GDPR-specific queries, and logs only compliance-relevant events in a space-efficient format. We implement GDPRuler as a transparent proxy for unmodified Redis and RocksDB deployments. Evaluation with YCSB and GDPR-inspired workloads shows that GDPRuler enforces core compliance guarantees with low overheads: GDPRuler achieves ~61% of native KVS throughput with the CVM environment contributing 28%-32% of it, metadata storage overhead remains below 20%, and GDPR queries benefit from 13-182x speedup through metadata indexing. By embedding verifiable policy enforcement into a trusted middleware layer, GDPRuler offers a practical path toward GDPR-compliant KVS on untrusted cloud infrastructures.

2606.05419 2026-06-05 physics.app-ph

A Next-Generation Snow Albedo Parameterization for Climate Modeling using Constrained Machine Learning

用于气候建模的下一代雪反照率参数化:基于约束机器学习

Andrew Charbonneau, Katherine Deck, Tapio Schneider

AI总结 提出一种数据驱动的雪反照率参数化方案,利用约束神经微分方程从标准雪和气象输入直接预测雪反照率变化,经多站点观测训练后,有效再现不同气候区的日反照率演变,中位误差低于7.5%(RMSE约0.05),比现有模型提升10-30%,并具有良好的泛化能力和可扩展性。

Comments Supplemental Information has been uploaded as an ancillary .pdf to this submission package. This work has been submitted to the Journal of Geophysical Research: Machine Learning and Computation

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AI中文摘要

我们展示了一种数据驱动的雪反照率参数化方案,该方案使用约束神经微分方程,直接从标准的雪和气象输入预测一系列雪反照率趋势。经过来自多种地点的多年原位和卫星观测训练后,该方案有效再现了不同气候区的日反照率演变,中位误差低于7.5%(RMSE约0.05),比现有模型提升10-30%。此外,该模型能够泛化到训练中未见过的地点,并从较粗的网格尺度扩展到点位置。该方案可以随着观测网络的扩展轻松融入新特征,为下一代陆地和气候模型提供了一个自适应且计算轻量化的框架。

英文摘要

We demonstrate a data-driven parameterization for snow albedo using a constrained neural differential equation that directly predicts a range of snow albedo tendencies from standard snow and meteorological inputs. After training with multi-year in-situ and satellite observations from a wide variety of locations, the scheme effectively reproduces daily albedo evolution across diverse climate zones, with median error under 7.5% (RMSE ~0.05), a 10-30% improvement over established models. Furthermore, the model generalizes to sites not seen during training and scales from coarser grids to point locations. The scheme can easily incorporate new features as observational networks expand, offering an adaptive and computationally lightweight framework for next-generation land and climate models.

2606.05418 2026-06-05 cs.CR cs.SE

A formal framework for the economic security of DeFi compositions

DeFi组合经济安全的形式化框架

Massimo Bartoletti, Riccado Marchesin, Roberto Zunino

AI总结 针对DeFi组合中的经济安全风险,提出MEV无干扰形式化安全概念,并定义局部MEV度量,通过有界/无界财富对手模型及充分条件实现模块化安全推理,应用于多种DeFi组合以区分安全与脆弱设计。

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AI中文摘要

去中心化金融(DeFi)服务通常通过组合多种智能合约构建。虽然可组合性是DeFi成功的关键驱动因素,但也带来了安全风险:对手可能利用新部署合约与现有合约之间的交互造成经济损失。我们引入了MEV无干扰,这是一种针对DeFi可组合性的形式化安全概念,要求从一组新部署合约中可提取的最大价值不会因与现有区块链状态的交互而增加。为支持这一概念,我们定义了局部MEV,这是一种新的经济攻击度量,专注于给定受害者合约集的损失。我们研究了两种对手模型(有界财富和无界财富),并建立了充分条件和局部性原理,从而能够对安全可组合性进行模块化推理。我们将该框架应用于代表性DeFi组合,包括交易所、AMM、期权、借贷池、路由器和套利合约,展示了它如何区分安全组合与脆弱组合。我们的结果为推理DeFi组合的经济安全提供了形式化基础。

英文摘要

Decentralized Finance (DeFi) services are usually constructed by composing a variety of smart contracts. While composability is a key driver of the success of DeFi, it also creates security risks: adversaries may exploit interactions between newly deployed contracts and the pre-existing ones to inflict economic losses. We introduce MEV non-interference, a formal security notion for DeFi composability requiring that the maximal extractable value from a set of newly deployed contracts is not increased by interactions with the existing blockchain state. To support this notion, we define local MEV, a novel measure of economic attacks that focusses on the loss of a given set of victim contracts. We study two adversarial models, with bounded and unbounded wealth, and establish sufficient conditions and locality principles that enable modular reasoning about secure composability. We apply the framework to representative DeFi compositions, including exchanges, AMMs, options, lending pools, routers, and arbitrage contracts, showing how it distinguishes secure compositions from vulnerable ones. Our results provide a formal foundation for reasoning about the economic security of DeFi compositions.

2606.05417 2026-06-05 astro-ph.IM astro-ph.GA astro-ph.SR

Building a Roadmap for Hubble science into the 2030s: Crucial UV spectroscopy of Oe stars in nearby galaxies

为2030年代的哈勃科学制定路线图:邻近星系中Oe星的关键紫外光谱研究

A. Wofford, D. Pauli, A. A. C. Sander, O. Aranguré, M. S. Oey, O. G. Telford, P. A. Crowther, J. S. Vink, Tomer Shenar, M. Gull, L. P. Martins, S. Simón-Díaz, S. Zharikov, L. M. Oskinova, L. J. Smith

AI总结 本文强调哈勃望远镜的紫外光谱能力对研究Oe星(快速旋转的O型发射线星)至关重要,指出低金属丰度下Oe星研究不足,并论证2030年代哈勃观测对理解大质量双星、星系演化及为未来宜居世界天文台提供指导的重要性。

Comments 6 pages, 3 figures, White Paper

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AI中文摘要

哈勃望远镜独特的COS G130M+G160M和STIS E140M紫外光谱能力对于表征和理解主序O型发射线星(Oe星)的基本性质至关重要。这些星是快速旋转体,其中一些被认为是在双星系统中被加速的。对这些星的中等分辨率紫外观测对于理解大质量双星及其在星系演化中的作用至关重要。Oe星在低金属丰度环境中更为普遍,而对这些星的研究严重不足,但需要所有金属丰度下这些星的紫外光谱。在2030年代用哈勃望远镜观测这些星在超宽视场IFU光学和瞬变天文学巡天时代尤为重要。最终,这些观测将为未来宜居世界天文台的紫外观测提供信息。

英文摘要

Hubble's unique COS G130M+G160M and STIS E140M UV spectral capabilities are essential for characterizing and understanding fundamental properties of main-sequence O-type emission-line (Oe) stars. These are fast rotators, and some are believed to be spun up in binaries. UV medium resolution observations of these stars are crucial for understanding massive binaries and their role in galaxy evolution. Oe stars are more prevalent at low metallicity, where they are highly under-studied, but UV spectra of these stars at all metallicities are needed. Observations of these stars in the 2030's with Hubble are particularly important in the era of ultra wide-field IFU optical and transient astronomy surveys. Ultimately, these observations will inform future UV observations with the Habitable Worlds Observatory.

2606.05416 2026-06-05 math-ph math.MP

Universal deformations and universal residual stresses in incompressible isotropic Cauchy elasticity

不可压缩各向同性柯西弹性中的普适变形和普适残余应力

Arash Yavari

AI总结 研究不可压缩各向同性柯西弹性固体中残余应力下的普适变形,推导普适性约束,证明残余应力不扩大普适变形空间,并确定六类已知普适变形对应的普适残余应力场。

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AI中文摘要

我们研究具有残余应力的不可压缩各向同性柯西弹性固体中的普适变形,而不假设残余应力的任何特定来源。从柯西应力作为应变和残余应力的各向同性张量值函数的本构表示出发,我们推导了具有残余应力的不可压缩各向同性柯西弹性固体的普适性约束。我们表明,对于六类已知的普适变形族,普适变形集与无残余应力情况下的不可压缩各向同性弹性中的普适变形集相同。我们还表明,残余应力不会扩大普适变形空间。然后,我们确定了对应于六类已知普适变形族的普适残余应力场。假设残余应力场具有与相应普适变形相同的对称性,普适性约束简化为可显式求解的常微分方程组。对于每个族,我们表征并讨论了所得的普适残余应力场。

英文摘要

We study universal deformations in incompressible isotropic Cauchy elastic solids with residual stress, without assuming any specific origin for the residual stress. Starting from the constitutive representation of the Cauchy stress as an isotropic tensor-valued function of strain and residual stress, we derive the universality constraints for residually-stressed incompressible isotropic Cauchy elastic solids. We show that for the six known families of universal deformations the set of universal deformations is identical to that of incompressible isotropic elasticity in the absence of residual stress. We also show that residual stress does not enlarge the space of universal deformations. We then determine the universal residual stress fields corresponding to the six known families of universal deformations. Assuming that the residual stress field has the same symmetry as the corresponding universal deformation, the universality constraints reduce to systems of ordinary differential equations that can be solved explicitly. The resulting universal residual stress fields are characterized and discussed for each family.

2606.05412 2026-06-05 cs.IT math.IT quant-ph

Unlocking Exponential and Unbounded Robust Gains in Shannon Capacity of Classical Multiple Access Channels with Causal CSIT via Quantum Entanglement Assistance

通过量子纠缠辅助,在有因果CSIT的经典多址信道中实现香农容量的指数级和无界鲁棒增益

Yuhang Yao, Syed A. Jafar

AI总结 本文证明,在发送端具有因果信道状态信息时,量子纠缠辅助可为经典多址信道提供随用户数指数增长或随状态字母表大小无界增长的容量乘性增益。

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AI中文摘要

已知量子纠缠辅助可以提升经典通信网络的香农容量,但迄今为止观察到的最大增益相当有限(小于6%),这引出了一个问题:是否可能获得大的容量增益?本文表明,在发送端具有因果信道状态信息的情况下,对于某些固定大小(二进制)输入、输出和状态字母表的经典K用户多址信道,量子纠缠辅助提供的容量乘性优势随用户数K指数增长。类似地,在发送端具有因果信道状态信息的情况下,当状态字母表大小增长而用户数(K=3)及输入输出字母表(二进制)固定时,量子纠缠辅助提供的容量乘性优势是无界的。即使只有少数用户和小字母表,也能发现显著的容量乘性增益,例如,在二进制输入、输出和状态下,当K=5和K=7时,乘性增益分别超过21倍和88倍。这些增益是鲁棒的,即使在有噪声的量子资源下也能持续,例如,即使每个纠缠量子比特以约30%的概率独立完全退极化,量子纠缠辅助仍能提供指数级(关于K)的容量优势。这些增益仅基于提供给发送端的量子纠缠辅助。

英文摘要

Quantum entanglement assistance is known to improve the Shannon capacity of classical communication networks but the largest gains noted thus far are rather modest (less than 6%), motivating the question: are large capacity gains ever possible? It is shown in this work that in the presence of causal channel state information at the transmitters, quantum entanglement assistance provides a multiplicative capacity advantage that grows exponentially with the number of users K for certain classical K-user multiple access channels with fixed size (binary) alphabet for inputs, outputs and states. Similarly, in the presence of causal channel state information at the transmitters, quantum entanglement assistance is shown to provide a multiplicative capacity advantage that is unbounded as the size of the state alphabet grows, while the number of users (K=3) and the input and output alphabet (binary) are held fixed. Even with only a few users and small alphabet sizes, substantial multiplicative gains in capacity are found, e.g., with binary inputs, outputs and states, multiplicative gains by factors exceeding 21 and 88 are noted with K=5 and K=7 users, respectively. The gains are robust in the sense that they persist even with noisy quantum resources, e.g., an exponential (in K) capacity advantage from quantum entanglement assistance remains available even if each entangled qubit independently depolarizes completely with probability $\approx$ 30%. The gains are based on quantum entanglement assistance provided only to the transmitters.

2606.05410 2026-06-05 hep-ph

BSMArt 2: simpler and faster parameter space scans

BSMArt 2:更简单、更快的参数空间扫描

Fernando Abreu de Souza, Nuno Filipe Castro, Miguel Crispim Romão, Mark D. Goodsell, Farid Ibrahimov, Werner Porod

AI总结 本文介绍BSMArt 2,一个轻量级扫描工具,通过新增机器学习和蒙特卡洛算法,简化新物理模型参数空间的探索,并展示其在LHC软轻子过剩研究中的应用。

Comments 72 pages, including code listings and figures

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AI中文摘要

我们推出了BSMArt的第二版,这是一个强大而轻量级的扫描工具,旨在简化对新物理模型参数空间的探索。除了架构改进、更简单的安装和附带示例的扩展文档外,新版本还包括额外的工具以及新的机器学习和蒙特卡洛扫描算法:Affine MC、Contour Finding、MLScanner、DLScanner、MLS和CMA-ES。我们展示了两种CMA-ES扫描变体,其物理应用与LHC上的软轻子过剩相关。我们证明,很容易找到多样化且有趣的参数点用于未来测试。

英文摘要

We present version 2 of BSMArt, a powerful yet lightweight scanning tool designed to simplify the exploration of parameter spaces of new physics models. Aside from architectural improvements, simpler installation and expanded documentation with examples, the new version includes additional tools and new machine learning and Monte Carlo scanning algorithms: Affine MC, Contour Finding, MLScanner, DLScanner, MLS, and CMA-ES. We showcase two variants of CMA-ES scans with physics applications relevant for soft lepton excesses at the LHC. We demonstrate that it is easily possible to find diverse and interesting parameter points for future testing.

2606.05401 2026-06-05 hep-th

Carrollian holography with agentic AI: Real mass is imaginary

Carrollian 全息术与智能体 AI:实质量是虚的

Reiko Liu, Wen-Jie Ma, Hu Zheng, Yu-fan Zheng

AI总结 本文引入验证驱动的智能体 AI 工作流 LACIA,通过独立人工检查构建 Carrollian 共形基,发展 Poincare-Carrollian 交织子方法,为无质量粒子再现天球和 Carrollian 共形基,并为有质量和快子粒子构建缺失的 Carrollian 基,其中质量基需要在散射振幅中进行复动量平移。

Comments 5 pages, 1 figure

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AI中文摘要

我们引入了 LACIA,一种用于理论物理的验证驱动型智能体 AI 工作流,并通过独立的人工检查将其应用于构建 Carrollian 共形基。我们发展了 Poincare-Carrollian 交织子作为核心方法。它再现了无质量粒子的天球和 Carrollian 共形基,并构建了有质量和快子粒子缺失的 Carrollian 基。质量基需要在散射振幅中进行复动量平移。

英文摘要

We introduce LACIA, a verification-driven agentic AI workflow for theoretical physics, and apply it with independent human checks to construct Carrollian conformal bases. We develop the Poincare-Carrollian intertwiner as the central method. It reproduces the celestial and Carrollian conformal bases for massless particles and constructs the missing Carrollian bases for massive and tachyonic particles. The massive basis requires a complex momentum shift in scattering amplitudes.

2606.05398 2026-06-05 math.AP

Thin Domains, Reduction, and Slow Manifolds

薄域、降维与慢流形

Christian Kuehn, Jan-Eric Sulzbach

AI总结 针对薄域上的偏微分方程,提出结合边界条件分析、平均化分裂和慢流形观点的统一降维框架,并应用于Schnakenberg反应扩散系统及薄管状域。

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AI中文摘要

我们提出了一个用于薄域上偏微分方程降维的统一框架。我们的方法结合了三个互补要素:仔细的边界条件分析、针对一般薄几何结构的基于平均化的分裂,以及针对所得快慢系统的慢流形观点。薄面上的齐次Neumann条件作为最相关且物理上最合理的条件出现,因为它们保留了横向零模,从而导出一个真正的低维约化方程。对于一般薄域,我们推导了平均化的快慢系统,并分离出几何诱导的修正项。然后,当慢变量具有合适的谱分解时,我们提出了一个基于分裂的Lyapunov-Perron构造来获得精确慢流形,并通过渐近展开直接从不变性方程构造近似慢流形和修正的约化动力学。此外,我们提出Schnakenberg反应扩散系统作为规范测试问题,用于比较完整薄域动力学、平均化模型和流形修正的约化动力学。最后,我们还将该框架扩展到薄管状域,并推导了弯曲几何中相应的重标度快慢系统。

英文摘要

We propose a unified framework for dimension reduction of partial differential equations posed on thin domains. Our approach combines three complementary ingredients: a careful boundary-condition analysis, an averaging-based splitting for general thin geometries, and a slow-manifold viewpoint for the resulting fast-slow system. Homogeneous Neumann conditions on the thin faces emerge as the most relevant and physical regime because they preserve the transverse zero mode and therefore lead to a genuine lower-dimensional reduced equation. For general thin domains we derive the averaged fast-slow system and isolate the geometry-induced correction term. We then formulate a splitting-based Lyapunov-Perron construction for an exact slow manifold when a suitable spectral decomposition of the slow variable is available, and we construct approximate slow manifolds and corrected reduced dynamics directly from the invariance equation by asymptotic expansion. Moreover, we propose the Schnakenberg reaction-diffusion system as a canonical test problem for comparing the full thin-domain dynamics, the averaged model, and the manifold-corrected reduced dynamics. Finally, we also extend the framework to thin tubular domains and derive the corresponding rescaled fast-slow system in curved geometry.

2606.05397 2026-06-05 quant-ph

Multi-Qubit Dyadic Phase Fixing for Fault-Tolerant Quantum Compilation

用于容错量子编译的多量子比特二元相位固定

Justin Kalloor, Mathias Weiden, Ed Younis, John Kubiatowicz, Costin Iancu

AI总结 提出一种名为二元相位固定(DPF)的多量子比特合成工具,通过数值酉合成贪婪提取二元角度旋转,结合决策矩阵自动调整相位梯度寄存器大小,在多种基准测试中实现T计数减少高达70%,并降低表面码架构中的时空体积。

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AI中文摘要

容错量子计算需要将应用级量子电路转换为Clifford+$T$门集,其中$T$门是主要的资源成本。相位反冲是一种基于辅助位的技术,可以显著减少二元角度旋转的$T$计数,但此前仅限于高度结构化的电路族。我们提出了二元相位固定(DPF),一种通用的多量子比特合成工具,将相位反冲扩展到一般量子电路。DPF使用数值酉合成从任何输入电路中贪婪地提取二元角度旋转。结合决策矩阵自动调整最终相位梯度寄存器的大小,我们的端到端工作流在多种基准测试中实现了相比 exttt{gridsynth}高达70%的$T$计数减少,相比Repeat-Until-Success合成高达60%的减少。我们将这些编译后的电路映射到表面码架构以评估时空体积,结果显示该指标也减少了高达60%。然而,对于某些电路和映射策略,这两个指标显著偏离,表明$T$计数单独作为容错程序成本的代理是有用但不完整的。

英文摘要

Fault-tolerant quantum computing requires translating application-level quantum circuits into the Clifford+$T$ gate set, where the $T$ gate is the dominant resource cost. Phase kickback is an ancilla-based technique that can dramatically reduce $T$-count for rotations with dyadic angles, but has previously been limited to highly structured circuit families. We present Dyadic Phase Fixing (DPF), a general multi-qubit synthesis tool that extends phase kickback to general quantum circuits. DPF uses numerical unitary synthesis to greedily extract dyadic angle rotations from any input circuit. Combined with a decision matrix to automatically size the final phase gradient register, our end-to-end workflow achieves up to 70% reduction in $T$-count compared to \texttt{gridsynth} and up to 60% compared to Repeat-Until-Success synthesis on a diverse set of benchmarks. We map these compiled circuits to a surface-code architecture to evaluate space-time volume, demonstrating up to a 60\% reduction in this metric as well. However, for some circuits and mapping strategies the two metrics diverge significantly, demonstrating that $T$-count alone is a useful but incomplete proxy for fault-tolerant program costs.

2605.03362 2026-06-05 physics.bio-ph physics.comp-ph

Predicting and controlling nonlinear neuro-mechanical locomotion dynamics

预测和控制非线性神经力学运动动力学

Alexander E. Cohen, Jörn Dunkel

AI总结 提出一个结合谱模态表示、Helmholtz-Nambu分解和贝叶斯推断的理论与计算框架,从神经活动时间序列预测行为运动模式,并在秀丽隐杆线虫数据上验证了其准确性和实时控制潜力。

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AI中文摘要

神经力学旨在理解动物神经活动与其物理行为之间的联系。近年来实验和机器学习技术的进步使得能够在蠕虫、果蝇等生物中长时间记录神经和运动动力学,并跨越多个行为转变。这些高维数据集提出了挑战:推断可解释的低维动力学模型,定量连接神经活动和行为动力学。然而,尽管实验和理论取得了重大进展,目前仍缺乏从神经活动预测运动和其他行为的端到端模型。在此,我们提出了一个理论和计算框架,用于从最先进的实验数据中推断多尺度神经力学模型。我们的数据高效方法结合了可解释的谱模态表示、Helmholtz-Nambu分解和贝叶斯推断,以识别一个将神经活动时间序列转换为行为运动模式的预测性随机模型。我们首先将该框架应用于最近发表的秀丽隐杆线虫神经活动和运动记录,表明它准确描述了实验观察到的动力学。我们进一步展示了如何使用推断模型实时预测控制线虫运动的神经激活模式,为未来的光遗传学实验提供基础。由于其通用公式,本文介绍的框架广泛适用于多种动物物种的神经力学记录。

英文摘要

Neuromechanics aims to understand the link between an animal's neural activity and its physical behaviors. Recent advances in experimental and machine learning techniques enable simultaneous recordings of neural and locomotion dynamics over long time periods and across multiple behavioral transitions in worms, flies, and other organisms. These high-dimensional datasets present the challenge of inferring interpretable low-dimensional dynamical models that quantitatively connect neural activity and behavioral dynamics. However, despite major experimental and theoretical progress, there is currently no end-to-end model for predicting locomotion and other behaviors from neural activity. Here, we present a theoretical and computational framework for inferring multiscale neuromechanical models from state-of-the-art experimental data. Our data-efficient approach combines interpretable spectral mode representations with Helmholtz-Nambu decompositions and Bayesian inference to identify a predictive stochastic model that converts neural activity time series into behavioral locomotion patterns. We first apply this framework to recently published recordings of neural activity and locomotion in the roundworm Caenorhabditis elegans, showing that it accurately describes experimentally observed dynamics. We further demonstrate how the inferred model can be used to predict neural activation patterns for controlling C. elegans locomotion in real time, providing a basis for future optogenetic experiments. Due to its generic formulation, the framework introduced here is broadly applicable to neuromechanical recordings for a wide range of animal species.

2605.01737 2026-06-05 gr-qc

Axial $w$-modes of anisotropic neutron stars

各向异性中子星的轴向 $w$ 模

Sushovan Mondal

AI总结 通过求解线性化扰动方程,研究各向异性中子星的轴向 $w$ 模振荡,发现频率和阻尼时间对状态方程和各向异性性质敏感,并给出了经验公式。

Comments 16 pages, 6 figures, 5 tables; abstract shortened as per arXiv constraint (see pdf version); Accepted for publication in PRD

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Journal ref
PRD 113 (2026) 123003
AI中文摘要

我们研究了各向异性中子星的轴向 $w$ 模振荡。使用两种现实的状态方程 BSk21 和 SLy4,以及两种压力各向异性方案(Horvat 方案和 Bowers-Liang 方案)构建恒星构型。通过连分数法求解线性化扰动方程计算轴向 $w$ 模频率。对于每个固定的各向异性强度,沿稳定分支,轴向 $w$ 模频率随恒星质量增加单调递减,其大小取决于状态方程和各向异性的性质。在低质量时,径向压力占主导($p_r>p_t$)的构型比切向压力占主导的构型具有更高的频率,而在稳定分支的高端,这种顺序反转,在相同质量下 $p_t>p_r$ 的构型达到更高频率。轴向 $w$ 模频率与致密性近似线性相关,各向异性同时改变斜率和截距。与 Horvat 方案相比,Bowers-Liang 方案产生的频率值分布更广。我们还分析了与轴向 $w$ 模相关的阻尼时间,发现它们随恒星质量增加而增加,在稳定分支高端迅速上升。在固定质量下,增加切向压力相对于径向压力会导致更短的阻尼时间,而径向压力占主导的构型表现出更长的阻尼时间。阻尼时间对各向异性的敏感性在更致密的恒星中更为明显,且 Bowers-Liang 方案产生的阻尼时间系统性地大于 Horvat 方案。最后,我们给出了轴向 $w$ 模频率和阻尼时间作为恒星致密性和各向异性强度的经验表达式。

英文摘要

We investigate the axial $w$-mode oscillations of anisotropic neutron stars. Stellar configurations are constructed using two realistic equations of state, BSk21 and SLy4, with two prescriptions for pressure anisotropy, the Horvat ansatz and the Bowers-Liang ansatz. The axial $w$-mode frequencies are computed by solving the linearized perturbation equations using a continued-fraction method. For each fixed anisotropy strength, the axial $w$-mode frequency decreases monotonically with increasing stellar mass along the stable branch, with its magnitude depending on both the equation of state and the nature of the anisotropy. At low stellar masses, configurations with dominant radial pressure ($p_r>p_t$) exhibit higher frequencies than those with dominant tangential pressure, whereas toward the upper end of the stable branch this ordering is reversed, and configurations with $p_t>p_r$ attain higher frequencies at the same mass. The axial $w$-mode frequency displays an approximately linear dependence on compactness, with anisotropy modifying both the slope and the intercept. The Bowers-Liang ansatz produces a wider spread in the frequency values compared to the Horvat ansatz. We also analyze the damping times associated with the axial $w$-modes and find that they increase with stellar mass, with a rapid rise toward the upper end of the stable branch. At a fixed mass, increasing the tangential pressure relative to the radial pressure leads to shorter damping times, while configurations with dominant radial pressure exhibit longer damping times. The sensitivity of the damping time to anisotropy is more pronounced for more compact stars, and the Bowers-Liang ansatz yields systematically larger damping times than the Horvat ansatz. Finally, we provide empirical expressions for the axial $w$-mode frequency and damping time as functions of stellar compactness and anisotropy strength.

2606.05393 2026-06-05 math.CO

The Terwilliger algebra for the distance-regular graphs with valency three

价数为三的距离正则图的Terwilliger代数

Kevin Kauflin, Paul Terwilliger, Barnabás Valkó, Jimmy Vineyard, Hanyi Wu

AI总结 本文研究了价数为三的13个距离正则图,通过分解标准模为不可约T模的直和,计算了Terwilliger代数的维数。

Comments 50 pages, 14 figures

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AI中文摘要

本文讨论了一类高度正则的图,称为距离正则图。我们特别关注价数为三的距离正则图。已知恰好存在13个这样的图。设$Γ$是一个顶点集为$X$的距离正则图。对于任意顶点$x \in X$,相应的Terwilliger代数$T=T(x)$由$Γ$的邻接代数$M$和关于$x$的$Γ$的对偶邻接代数$M^*=M^*(x)$生成。已知代数$T$是半单的。根据构造,向量空间$V=\mathbb{C}^X$是$T$的一个模,称为标准模。本文的目标如下:对于每个价数为三的13个距离正则图$Γ$,我们将标准模$V$分解为不可约$T$模的直和。利用这一信息,我们将计算出$T$的维数。

英文摘要

In this paper, we discuss a family of highly regular graphs, said to be distance-regular. We are particularly interested in the distance-regular graphs with valency three. It is known that there exist exactly 13 such graphs. Let $Γ$ denote a distance-regular graph with vertex set $X$. For any vertex $x \in X$, the corresponding Terwilliger algebra $T=T(x)$ is generated by the adjacency algebra $M$ of $Γ$ and the dual adjacency algebra $M^*=M^*(x)$ of $Γ$ with respect to $x$. It is known that the algebra $T$ is semisimple. By construction, the vector space $V=\mathbb{C}^X$ is a module for $T$, said to be standard. In this paper we have the following goal. For each of the 13 distance-regular graphs $Γ$ with valency three, we will decompose the standard module $V$ into a direct sum of irreducible $T$-modules. Using this information, we will work out the dimension of $T$.

2606.05392 2026-06-05 q-fin.RM

Dual Representation of Robust Risk Measures and Uncertainty Sets

稳健风险度量与不确定性集的对偶表示

Marlon R. Moresco, Marcelo Righi, Silvana M. Pesenti

AI总结 本文研究由凸风险度量在不确定性集上的最坏情况值定义的稳健风险度量,通过整合不确定性集刻画其连续性,推导对偶表示,并建立整合不确定性集的集值对偶表示。

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AI中文摘要

我们考虑稳健风险度量,这些度量是凸风险度量在不确定性集上评估的最坏情况值。我们通过其整合不确定性集刻画稳健风险度量的连续性性质,推导稳健风险度量的对偶表示,并为整合不确定性集发展了一个集值对偶表示。这两个对偶框架依赖于不同的几何假设,因此是互补的而非可互换的。

英文摘要

We consider robust risk measures that arise as worst-case values of convex risk measures evaluated on uncertainty sets. We characterize continuity properties of robust risk measures through their consolidated uncertainty sets, derive dual representations for robust risk measures, and develop a set-valued dual representation for consolidated uncertainty sets. The two dual frameworks rely on distinct geometric assumptions and are therefore complementary rather than interchangeable.

2606.05390 2026-06-05 cs.MA

Ahoy: LLMs Enacting Multiagent Interaction Protocols

Ahoy: 大型语言模型执行多智能体交互协议

Omkar Joshi, Munindar P. Singh, Amit K. Chopra

AI总结 提出Ahoy方法,利用大型语言模型创建无需编程的智能体,使其能够动态选择并执行声明性协议以实现用户目标,无需专门训练即可正确、智能地执行多种协议。

Comments Presented at EMAS 2026

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AI中文摘要

交互协议形式化了多智能体系统中智能体之间的交互方式,有助于实现智能体。现有方法产生的智能体实现特定于所选协议。我们如何设计能够执行协议但无需编程的智能体?我们的贡献Ahoy通过创建能够动态选择并执行声明性协议以实现用户目标的大型语言模型智能体来解决这个问题。我们证明,一个Ahoy智能体可以在没有专门训练的情况下正确且智能地执行多种协议——如果适合用户目标,甚至可以并发执行。Ahoy的意义在于它将声明性协议和大型语言模型结合在一起,这两种方法都有望改善智能体的知识工程。

英文摘要

An interaction protocol formalizes how the agents in a multiagent system interact, which facilitates implementing agents. Existing approaches yield agent implementations specific to the selected protocols. How can we engineer intelligent agents that can enact protocols but are programming-free? Our contribution, Ahoy, addresses this question by creating LLM agents that dynamically select and enact declarative protocols to achieve user goals. We demonstrate that an \ahoy agent can correctly and intelligently enact multiple protocols - concurrently if appropriate to the user goal - without specialized training. Ahoy's significance lies in that it brings together declarative protocols and LLMs, both approaches that promise improved knowledge engineering for agents.

2606.05387 2026-06-05 quant-ph cs.ET

Feature Encoding in Quantum Machine Learning: A Survey and Practical Guidelines

量子机器学习中的特征编码:综述与实践指南

Vincenzo Sammartino

AI总结 本文通过系统综述66篇文献,提出成本-表达性-鲁棒性三维分类法、闭式深度-保真度界限、联合可训练性分析及五区域决策框架,为NISQ设备上的特征编码提供实践指南。

Comments Article submitted to ACM Computer Surveys the 15-Apr-2026

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AI中文摘要

将经典数据编码为量子态是噪声中等规模量子(NISQ)设备上量子机器学习(QML)的主要性能瓶颈。现有框架未能联合表征资源成本、表达性和噪声鲁棒性,也未提供可操作的编码选择指南。本综述通过系统回顾66篇主要工作(2017-2026年),这些工作通过PRISMA改编协议从五个学术数据库中收集,填补了这一空白。主要贡献有四点:第一,提出了成本-表达性-鲁棒性三维分类法,将主要编码家族——基编码、角度编码、密集角度编码、振幅编码、数据重上传和IQP编码——沿独立可测量的轴进行分类。第二,在NISQ退相干信道下推导出闭式深度-保真度界限,确定了临界门错误率p* ~ 10^-3,低于该值时振幅编码可行。第三,统一处理了傅里叶表达性、贫瘠高原起始和量子核集中作为编码电路的函数,提供了首次联合可训练性分析。第四,提出了五区域决策框架,将(D, n, p, τ)——特征维度、量子比特预算、错误率和任务类型——映射到基于硬件的编码推荐。核心发现是:对于p >= 10^-3,浅层基于角度的编码在实践中始终优于振幅编码,尽管后者具有指数级的量子比特优势。

英文摘要

The encoding of classical data into quantum states constitutes the primary performance bottleneck in Quantum Machine Learning (qml) on Noisy Intermediate-Scale Quantum (nisq) devices. No existing framework jointly characterises resource cost, expressivity, and noise robustness, nor provides actionable selection guidelines for practitioners. This survey addresses that gap through a systematic review of 66 primary works (2017-2026) assembled via a PRISMA-adapted protocol across five academic databases. Four principal contributions are made. First, a three-axis cost-expressivity-robustness taxonomy classifies all major encoding families - basis, angle, dense-angle, amplitude, data re-uploading, and IQP - along independently measurable axes. Second, closed-form depth-fidelity bounds under nisq decoherence channels identify the critical gate-error rate p* ~ 10^-3 below which amplitude encoding is viable. Third, a unified treatment of Fourier expressivity, barren-plateau onset, and quantum kernel concentration as functions of the encoding circuit provides the first joint trainability analysis. Fourth, a five-regime decision framework maps (D, n, p, tau) - feature dimension, qubit budget, error rate, and task type - to a hardware-grounded encoding recommendation. The central finding is that for p >= 10^-3, shallow angle-based encodings consistently outperform amplitude encoding in practice, despite the latter's exponential qubit advantage.

2606.05386 2026-06-05 math.PR

Reinforced random walks with geometric inter-transition times

具有几何间隔转移时间的强化随机游走

Mirela G. Coelho, Fernando P. A. Prado

AI总结 研究有限图上相互作用顶点强化随机游走,通过将随机输入分解为收敛鞅、几何衰减项和可控修正,验证了Clark-Kushner条件,证明了占据测度几乎必然收敛到方程x=π(x)的解。

Comments 11 pages

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AI中文摘要

我们考虑有限图上的相互作用顶点强化随机游走,其中每个游走以参数$p_i \in (0,1]$的独立几何随机时间进行转移。游走$i$的转移矩阵形式为$Q^i(x, p_i) = p_i \Pi^i(x) + (1-p_i)I$,其中$\pi^i(x)$是唯一不变测度,与$p_i$无关。因此,占据测度$X(n)$的极限点与同时转移模型($p_i = 1$)的极限点一致:即方程$x = \pi(x)$的解。验证几乎必然收敛到这些点并非平凡,因为随机输入$U(n+1)$不是鞅差。我们通过将$U(n)$分解为收敛鞅、几何衰减分量$(1-p)U(n-1)$和受控修正来解决这一问题,从而验证Clark-Kushner条件并建立几乎必然收敛。

英文摘要

We consider interacting vertex-reinforced random walks on a finite graph, where each walk transitions at independent geometric random times with parameter $p_i \in (0,1]$. The transition matrix of walk $i$ takes the form $Q^i(x, p_i) = p_i Π^i(x) + (1-p_i)I$, where $π^i(x)$ is the unique invariant measure, independently of $p_i$. Consequently, the limiting points of the occupation measure $X(n)$ coincide with those of the simultaneous-transition model ($p_i = 1$): the solutions of $x = π(x)$. Verifying almost sure convergence to these points is non-trivial, since the stochastic input $U(n+1)$ is not a martingale difference. We address this by decomposing $U(n)$ into a convergent martingale, a geometrically decaying component $(1-p)U(n-1)$, and a controlled correction, allowing us to verify the Clark-Kushner condition and establish almost sure convergence.

2606.05377 2026-06-05 math.PR

The Clark-Kushner condition for interacting reinforced random walks on finite graphs

有限图上相互作用强化随机游走的 Clark-Kushner 条件

Fernando P. A. Prado, Rafael A. Rosales

AI总结 针对有限图上的一类相互作用顶点强化随机游走,通过泊松方程和 Dobrushin 收缩系数建立 Clark-Kushner 条件,从而利用随机逼近理论研究顶点占据测度的动力学。

Comments 9 pages

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AI中文摘要

我们为有限图上的一大类相互作用顶点强化随机游走建立了 Clark-Kushner 条件,其中每个游走的转移矩阵 $Q^i(x)$ 依赖于顶点占据比例的联合向量 $x$,并且可能具有不同的行。这使得我们可以利用随机逼近理论的工具来研究顶点占据测度的动力学。然而,标准方法失效,因为噪声输入在我们的情形下不是鞅差:它们保留了先前状态的记忆。利用马尔可夫链泊松方程的解,我们将噪声分解为鞅差减去一个有界过程的增量——这一结构源于 Gordin 关于平稳过程极限定理的工作。我们方法的关键技术成分是由 Dobrushin 收缩系数导出的均匀几何遍历性界,该系数还控制泊松方程解的 Lipschitz 连续性。我们的假设仅要求每个 $Q^i(x)$ 是不可约、非周期且关于 $x$ Lipschitz 连续的;特别地,不假设严格正元素。我们的结果推广并简化了先前针对单个自强化顶点强化随机游走所考虑的论证。

英文摘要

We establish the Clark-Kushner condition for a large class of interacting vertex-reinforced random walks on finite graphs, where the transition matrix $Q^i(x)$ of each walk depends on the joint vector $x$ of vertex occupation proportions and may have distinct rows. This allows one to study the dynamics of the vertex occupation measure by using the tools of stochastic approximation theory. However, the standard approach fails because the noise inputs are in our case not a martingale difference: they retain memory of the previous state. Using the solution of the Poisson equation for Markov chains, we decompose the noise into a martingale difference minus the increment of a bounded process -- a structure originating in Gordin's work on limit theorems for stationary processes. The key technical ingredient of our approach is a uniform geometric ergodicity bound derived from the Dobrushin contraction coefficient, which also controls the Lipschitz continuity of the solution of the Poisson equation. Our hypotheses require only that each $Q^i(x)$ be irreducible, aperiodic, and Lipschitz continuous in $x$; in particular, strictly positive entries are not assumed. Our results generalize and simplify previous arguments considered for single self-reinforced vertex-reinforced random walks.

2606.05374 2026-06-05 stat.ME

Analyzing spatial point processes degraded by displacement and imperfect detection

分析受位移和不完全检测退化的空间点过程

Kevin M. Collins, Erin M. Schliep, Alan E. Gelfand, Tina M. Yack, Christopher W. Clark, Robert S. Schick

AI总结 针对空间泊松过程,提出一种同时学习位移尺度、参数化稀疏和非参数强度函数的方法,并通过模拟和鲸鱼叫声数据验证其有效性。

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AI中文摘要

空间点过程是用于解释位置数据的概率建模的有价值工具。然而,数据本身往往被不完全观测到。为了进行准确的推断,必须考虑这些不完美之处,我们称之为退化。我们考虑空间泊松过程的两种退化形式:稀疏和位移。首先,我们提供了关于模型可识别性的一些理论结果,表明在弱条件下,可以联合学习位移的尺度、稀疏的参数形式以及非参数强度函数。通过模拟研究,实证展示了学习所有这些组成部分的能力以及由此带来的推断改进,相比于概念上未退化但错误指定的模型。最后,我们将该方法应用于来自科德角湾的北大西洋露脊鲸叫声数据。

英文摘要

Spatial point processes are a valuable tool for probabilistic modeling to explain location data. However, the data themselves are often observed imperfectly. In order to perform accurate inference, one must account for these imperfections, which we refer to as degradation. We consider two forms of degradation for spatial Poisson processes: thinning and displacement. First, we provide some theoretical results on model identifiability, showing that, under weak conditions, one can jointly learn the scale of the displacement, a parametric form of thinning, and a nonparametric intensity function. The ability to learn all of these components and the resulting improvements for inference compared to the conceptual non-degraded but misspecified model are shown empirically via simulation study. Finally, we apply this approach to North Atlantic right whale call data from Cape Cod Bay.

2606.05370 2026-06-05 hep-th

Novel $\mathcal{N}=2$ higher-spin supercurrents

新颖的 $\mathcal{N}=2$ 高自旋超流

Nikita Zaigraev

AI总结 在调和超空间中研究 $\mathcal N=2$ 无质量整数自旋规范超多重态的立方相互作用,构造了具有最少时空导数的阿贝尔 $(\mathbf{s},\mathbf{s_1},\mathbf{s_2})$ 立方顶点,并发现了新型复主超流。

Comments 0+13 pages; In honor of the 70th anniversary of the Bogoliubov Laboratory of Theoretical Physics

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AI中文摘要

我们在调和超空间中研究了 $\mathcal N=2$ 无质量整数自旋规范超多重态的立方相互作用。我们构造了具有最少时空导数的完整阿贝尔 $(\mathbf{s},\mathbf{s_1},\mathbf{s_2})$ 立方顶点类。这样的顶点仅当 $\mathbf{s}\geq \mathbf{s_1}+\mathbf{s_2}$ 时存在,并且普遍采取规范预势耦合到守恒高自旋超流的形式。对于 $\mathbf{s_1}\neq\mathbf{s_2}$,我们发现了新颖的复主超流,其实部和虚部分别生成宇称不变和宇称破缺的相互作用。这些超流由与自旋 $\mathbf{s_1}$ 和 $\mathbf{s_2}$ 规范多重态相关联的规范不变的 $\mathcal N=2$ 高自旋 Weyl 超张量构造而成。这些超张量用无约束的高自旋解析预势来定义。我们还推导了与 $(s,s_1,s_2)$ 顶点相关的完整守恒分量高自旋流集合,包括无迹流和有非零迹的流。

英文摘要

We study cubic interactions of $\mathcal N=2$ massless integer-spin gauge supermultiplets in harmonic superspace. We construct the complete class of abelian $(\mathbf{s},\mathbf{s_1},\mathbf{s_2})$ cubic vertices with the minimal number of space-time derivatives. Such vertices exist only for $\mathbf{s}\geq \mathbf{s_1}+\mathbf{s_2}$ and universally take the form of the gauge prepotential coupled to the conserved higher-spin supercurrent. For~$\mathbf{s_1}\neq\mathbf{s_2}$, we find the novel complex principal supercurrent, whose real and imaginary parts generate the parity-invariant and the parity-breaking interactions, respectively. The supercurrents are constructed from gauge-invariant $\mathcal N=2$ higher-spin Weyl supertensors associated with the spin-$\mathbf{s_1}$ and spin-$\mathbf{s_2}$ gauge multiplets. These supertensors are defined in terms of unconstrained higher-spin analytic prepotentials. We also derive the complete set of conserved component higher-spin currents associated with the $(s,s_1,s_2)$ vertices, including both traceless currents and currents with the non-vanishing trace.

2606.05369 2026-06-05 eess.IV

Anti-Hyperspectral Anomaly Detection: A First Study on Stealthy Lipschitz-Forcing Perturbations Against Unknown Detectors

反高光谱异常检测:针对未知检测器的隐身Lipschitz强迫扰动首次研究

Chia-Hsiang Lin, Si-Sheng Young, Jon Atli Benediktsson

AI总结 首次提出反高光谱异常检测(AHAD)技术,通过Lipschitz强迫扰动使目标不被检测,无需检测器完美坐标/位置状态信息,可防御现有大多数数据驱动和模型驱动HAD方法。

Comments Manuscript submitted to IEEE Transactions on Geoscience and Remote Sensing (TGRS)

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AI中文摘要

高光谱成像是远程检测异常物体的最佳现代技术。然而,高光谱异常检测(HAD)技术使地面设施/情况完全暴露。我们首次开发了反HAD(AHAD)技术,使关键物体不被检测,且无需检测器(如侦察机)的完美坐标/位置状态信息(CSI)。我们的AHAD算法普遍适用于防御几乎所有现有的基准数据驱动和模型驱动HAD方法。AHAD与传统对抗攻击根本不同,因此需要新理论。我们定制了新的正则化器,用于将真实异常同化到背景中(ARAB)并用伪异常欺骗检测器,从而优化用于AHAD的节能隐身扰动信号。ARAB正则化在数学上可解释为在特征空间中平坦化拓扑增强的异常/背景结构,因此称为Lipschitz强迫扰动。考虑不完美CSI,我们进一步开发了鲁棒AHAD准则,其中不确定性在数学上描述为矩阵移位失配,以统计生成鲁棒扰动。综合实验证明了我们的AHAD算法在多种真实世界数据集上的有效性和鲁棒性。值得注意的是,我们的算法生成单个AHAD扰动信号,可同时规避几乎所有基准检测器,鉴于侦察检测器类型通常未知,这大大增强了其实用性。据我们所知,这是首次正式的AHAD研究。作为附带贡献,我们提出了新的定量性能指标ArmCBA,用于评估HAD方法对抗我们AHAD信号的鲁棒性。

英文摘要

Hyperspectral imagery represents the best contemporary technology to remotely detect anomalous objects. Nevertheless, hyperspectral anomaly detection (HAD) technique makes ground facilities/situations completely exposed. For the first time, we develop the first anti-HAD (AHAD) technique rendering the key objects undetected, without perfect coordinate/position state information (CSI) of the detectors (e.g., reconnaissance aircraft). Our AHAD algorithm is generally applicable to defend against almost all the existing benchmark data-driven and model-driven HAD methods. AHAD is fundamentally different from conventional adversarial attacks, so novel theory is needed. We customize novel regularizers for assimilating real anomalies into the backgrounds (ARAB) and fooling the detectors with pseudo-anomalies, thereby optimizing an energy-efficient stealthy perturbation signal for AHAD. The ARAB regularization is mathematically interpretable as flattening the topology-enhanced anomaly/background structures in the feature space, hence termed Lipschitz-forcing perturbations. Considering the imperfect CSI, we further develop a robust AHAD criterion, where the uncertainty is mathematically described as matrix-shifting misalignment for statistically generating the robust perturbation. Comprehensive experiments demonstrate the effectiveness and robustness of our AHAD algorithm across diverse real-world datasets. Remarkably, our algorithm generates a single AHAD perturbation signal that can simultaneously evade almost all benchmark detectors, greatly enhancing its practicality, given that the reconnaissance detector type is usually unknown. To the best of our knowledge, this is the first formal AHAD study. As a side contribution, we propose a new quantitative performance index, ArmCBA, to evaluate the robustness of an HAD method against our AHAD signal.

2606.05364 2026-06-05 astro-ph.IM astro-ph.EP astro-ph.SR

A Critical UV Legacy: A Hubble Roadmap for HWO Science Readiness

关键的紫外遗产:HWO科学准备状态的哈勃路线图

Sarah Peacock, Aiden S. Zelakewicz, Lisa Kaltenegger, Breanna A. Binder, José A. Caballero, Lía Corrales, Kevin France, Cynthia Froning, Eric Mamajek, Seth Redfield, Tyler Richey-Yowell, Keighley Rockcliffe, Edward Schwieterman, Riccardo Spinelli, Noah Tuchow, David Wilson, Allison Youngblood

AI总结 本文提出利用哈勃太空望远镜对宜居世界天文台(HWO)目标恒星进行系统性紫外光谱观测,以解决紫外数据缺失问题,确保未来对系外行星宜居性和生物特征信号的准确解读。

Comments Building a Roadmap for Hubble science into the 2030s White Paper, 5 pages

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AI中文摘要

宜居世界天文台(HWO)将首次提供直接成像和光谱表征邻近恒星宜居带内类地系外行星的机会。最大化其科学回报需要全面了解目标恒星的高能辐射环境,这些环境塑造了行星大气,并控制着生物特征信号的生产、破坏和可探测性。紫外(UV)辐射在大气化学中扮演着特别关键的角色。远紫外(FUV)和近紫外(NUV)光子调节关键的光化学路径,影响臭氧稳定性,并驱动前生物分子的形成。然而,大多数高优先级HWO目标恒星缺乏高质量的紫外观测数据。现有数据集稀疏、异质或受校准不确定性限制,且预计至少5-10年内没有可比的紫外天文台(UVEX提供更有限的光谱分辨率、波长覆盖和灵敏度)。哈勃太空望远镜(HST)仍然是未来10-15年内能够获取这些目标高分辨率FUV和NUV光谱的唯一天文台。因此,我们主张开展一项协调的HST计划,系统性地获取高优先级HWO目标的紫外光谱,理想情况下与X射线观测相结合。这项工作对于实现准确的目标优先级排序、约束恒星辐射环境以及确保未来HWO观测的稳健解释至关重要。

英文摘要

The Habitable Worlds Observatory (HWO) will provide the first opportunity to directly image and spectrally characterize terrestrial exoplanets in the habitable zones of nearby stars. Maximizing its scientific return requires a comprehensive understanding of the high-energy radiation environments of target stars, which shape planetary atmospheres and govern the production, destruction, and detectability of biosignatures. Ultraviolet (UV) radiation plays a particularly critical role in atmospheric chemistry. Far-ultraviolet (FUV) and near-ultraviolet (NUV) photons regulate key photochemical pathways, influence ozone stability, and drive the formation of prebiotic molecules. However, the majority of high-priority HWO target stars lack high-quality UV observations. Existing datasets are sparse, heterogeneous, or limited by calibration uncertainties, and no comparable UV observatory is expected for at least 5-10 years (with UVEX offering more limited spectral resolution, wavelength coverage, and sensitivity). The Hubble Space Telescope (HST) remains the only observatory capable of acquiring high-resolution FUV and NUV spectra for these targets over the next 10-15 years. We therefore advocate for a coordinated HST program to systematically obtain UV spectra of high-priority HWO targets, ideally in conjunction with X-ray observations. This effort is essential for enabling accurate target prioritization, constraining stellar radiation environments, and ensuring robust interpretation of future HWO observations.

2606.05360 2026-06-05 astro-ph.SR

Entropy-mode imprints in the solar corona: non-exponential damping and phase shifts of compressive oscillations

太阳日冕中的熵模印记:压缩振荡的非指数阻尼和相移

Dmitrii Kolotkov, Sergey Belov, Mohamed Sherif

AI总结 通过一维日冕环模型,研究热传导下熵模与慢模的耦合,揭示熵模在压缩振荡中产生非指数阻尼、包络不对称和相移等可观测特征。

Comments Accepted for publication in ApJ Letters

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AI中文摘要

日冕环中的磁流体动力学(MHD)波通过其特征时间信号提供关键的地震学诊断。虽然快慢磁声模式常被利用,但熵模作为系统的另一个本征模,由于其非传播和非振荡性质,在很大程度上仍然难以观测。我们识别了熵模可能的可观测时域信号及其间接效应。我们的方法利用了太阳日冕固有的非绝热条件,在此条件下熵模与压缩慢模紧密相关。我们考虑一个一维日冕环模型,其中包含沿磁场的热传导,同时激发驻立慢模和熵模。我们表明,熵模在总环温度和密度扰动中留下明显的印记。具体来说,相对于慢模的快速衰减在初始振荡周期中产生非指数阻尼轮廓,并引入上下温度和密度包络之间的显著不对称性。这些效应自然源于两个具有不同阻尼时间尺度的指数衰减分量的叠加。此外,驻立慢模中温度/密度与速度扰动之间标准四分之一周期相移的偏差可由熵模效应解释。我们得出结论,熵模可以通过其对压缩振荡的影响被探测到。揭示其在压缩振荡的非指数阻尼、包络不对称和相移中的作用,使熵模可能被观测所触及,并为太阳和恒星地震学应用奠定基础。

英文摘要

Magnetohydrodynamic (MHD) waves in coronal loops provide key seismological diagnostics through their characteristic time signatures. While fast and slow magnetoacoustic modes are routinely exploited, the entropy mode, despite being another eigenmode of the system, remains largely inaccessible due to its non-propagating and non-oscillatory nature. We identify possible observable time-domain signatures of the entropy mode and its indirect effects. Our approach exploits the intrinsically non-adiabatic conditions of the solar corona, under which the entropy mode is closely linked to the compressive slow mode. We consider a one-dimensional coronal loop model with field-aligned thermal conduction, where standing slow and entropy modes are simultaneously excited. We show that the entropy mode leaves distinct imprints on the total loop temperature and density perturbations. Specifically, its rapid decay relative to the slow mode produces a non-exponential damping profile during the initial oscillation cycles and introduces a pronounced asymmetry between the upper and lower temperature and density envelopes. These effects arise naturally from the superposition of two exponentially decaying components with different damping timescales. Furthermore, deviations from the canonical quarter-period phase shift between temperature/density and velocity perturbations in the standing slow mode are explained by the entropy-mode effect. We conclude that the entropy mode may be detected through its impact on compressive oscillations. Revealing its role in non-exponential damping, envelope asymmetry, and phase shifts of compressive oscillations makes the entropy mode potentially accessible to observations and lays the foundation for solar and stellar seismological applications.

2606.05358 2026-06-05 astro-ph.CO

The DESI results impact the local determination of $H_0$

DESI结果对$H_0$局部测定的影响

Michael S. Turner, Dragan Huterer

AI总结 本文利用DESI的BAO测量揭示暗能量演化证据,分析在$w_0w_a$模型下局部距离测量对哈勃常数$H_0$的影响,发现$H_0$值相比ΛCDM模型最多降低$2.5\,\mathrm{km\,s^{-1}Mpc^{-1}}$,并结合CMB和SNIa数据进一步约束,得到$1.1 \pm 0.38$和$0.5 \pm 0.1\,\mathrm{km\,s^{-1}Mpc^{-1}}$的下降,指出局部$H_0$对背景宇宙学的依赖与哈勃张力相关。

Comments 5 pages, 4 figures

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AI中文摘要

暗能量光谱巡天(DESI)对重子声学振荡(BAO)的测量揭示了暗能量演化的证据。如果用DESI测量所偏好的$w_0w_a$模型分析局部距离测量,哈勃常数的值可能比假设ΛCDM模型得到的值小$2.5\,\mathrm{km\,s^{-1}Mpc^{-1}}$。当这些$w_0w_a$模型进一步受到宇宙微波背景(CMB)和Ia型超新星(SNIa)数据的约束时,下降幅度为$1.1 \pm 0.38\,\mathrm{km\,s^{-1}Mpc^{-1}}$(DESI + CMB)和$0.5 \pm 0.1\,\mathrm{km\,s^{-1}Mpc^{-1}}$(DESI + CMB + SNIa)。局部$H_0$测定对背景宇宙学的依赖性,加上低红移宇宙学未得到很好约束的事实,与哈勃张力相关。

英文摘要

Measurements of baryon acoustic oscillations (BAO) by the Dark Energy Spectroscopic Instrument (DESI) have revealed evidence for dark energy that evolves. If local distance measurements are analyzed with the $w_0w_a$ models preferred by the DESI measurements, the value for the Hubble constant can be as much as $2.5\,\mathrm{km\,s^{-1}Mpc^{-1}}$ smaller than the value obtained assuming $Λ$CDM. When these $w_0w_a$ models are further constrained by cosmic microwave background (CMB) and type Ia supernova (SNIa) data, the downward shift is $1.1 \pm 0.38\,\mathrm{km\,s^{-1}Mpc^{-1}}$ (DESI + CMB) and $0.5 \pm 0.1\,\mathrm{km\,s^{-1}Mpc^{-1}}$ (DESI + CMB + SNIa). The dependence of local determinations of $H_0$ on the background cosmology, combined with the fact that the low-redshift cosmology is not well constrained, is relevant to the Hubble tension.

2606.05356 2026-06-05 cond-mat.supr-con cond-mat.mes-hall cond-mat.str-el

Fermiology and the Candidate Chiral Superconductor in Rhombohedral Tetralayer Graphene

菱方四层石墨烯中的费米学与候选手性超导体

Sandesh S. Kalantre, Ben H. Alexander, Julian May-Mann, Jonah Herzog-Arbeitman, Marisa Hocking, Qingrui Cao, Kenji Watanabe, Takashi Taniguchi, David Goldhaber-Gordon, Andrew J. Mannix, Trithep Devakul, Yves H. Kwan, Daniel E. Parker, Aaron Sharpe

AI总结 通过测量菱方四层石墨烯在超导区域的量子振荡,发现正常态费米面结构比预期更复杂,挑战了手性超导体的简单图像。

Comments 12+60 pages, 4+52 figures

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AI中文摘要

手性超导,即超导序参量的相位在动量空间中缠绕,因其与拓扑超导的紧密联系而长期被追寻。最近有工作报道了菱方多层石墨烯中从时间反演对称性破缺的正常态涌现出的超导体,暗示其可能是手性超导体。然而,手性的可能性取决于正常态费米面的对称性和结构,而这尚未被直接测量。这里,我们在相图的广泛范围内(包括超导区域)测量了菱方四层石墨烯的量子振荡。在远高于超导起始密度的载流子密度下,我们重现了先前报道的振荡,与具有单个简单连通费米口袋的自旋和谷极化的四分之一金属一致。随着载流子密度降低,我们发现了一个复杂的“多频”态,该态持续存在于超导区域。该态的量子振荡谱与简单连通的四分之一金属不相容。我们的微观建模提出的次简单候选正常态(全极化环形、向列和三口袋态)与我们的测量不一致,尽管难以完全排除。因此,正常态比先前设想的更丰富,重塑了对超导机制和配对通道可能手性的探索。

英文摘要

Chiral superconductivity, in which the phase of the superconducting order parameter winds in momentum space, has long been sought for its close link to topological superconductivity. Recent work reported a superconductor in rhombohedral multilayer graphene emerging from a time-reversal symmetry broken normal state, suggesting that it could be a chiral superconductor. However, the possibility of chirality depends on the symmetry and structure of the normal-state Fermi surface, which have not been directly measured. Here we measure quantum oscillations in rhombohedral tetralayer graphene over a broad range of the phase diagram, including the superconducting region. At densities well above the onset of superconductivity, we reproduce previously-reported oscillations consistent with a spin- and valley-polarized quarter metal with a single simply-connected Fermi pocket. As the carrier density is reduced, we find a transition to a complex "multitone" state that persists through the superconducting region. This state's spectrum of quantum oscillations is incompatible with a simply-connected quarter metal. The next-simplest candidate normal states suggested by our microscopic modeling (fully-polarized annular, nematic, and three-pocket states) are inconsistent with our measurements, albeit difficult to rule out entirely. The normal state is thus seen to be richer than previously envisaged, reshaping the search for the superconducting mechanism and the possible chirality of the pairing channel.

2606.05355 2026-06-05 astro-ph.GA

Bulk vs. turbulent motions at the centres of galaxy clusters: AGN-driven turbulence according to TNG-Cluster

星系团中心的整体运动与湍流运动:基于TNG-Cluster的AGN驱动湍流研究

Bipradeep Saha, Annalisa Pillepich, Joey Braspenning, Marine Prunier, Dimitris Chatzigiannakis, Dylan Nelson

AI总结 利用TNG-Cluster磁流体动力学模拟,通过多尺度滤波雷诺分解量化352个星系团中热X射线发射气体的整体和湍流运动,发现AGN反馈是星系团核心湍流的关键驱动因素。

Comments 24 Pages, 17 figures. Comments welcomed. Submitted to MNRAS

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AI中文摘要

高度动态的星系团内介质(ICM)影响星系团的热力学演化并揭示关键物理过程。因此,量化非热运动对于理解星系团物理以及解释来自{\it XRISM}等高光谱分辨率X射线望远镜的观测至关重要。 我们使用TNG-Cluster磁流体动力学星系模拟套件,量化了$z=0$时352个星系团(${\rm M_{200c}=10^{14.3-15.4}\, M_\odot}$)中的整体和湍流气体运动。我们采用多尺度滤波雷诺分解将总气体速度分解为整体(相干)和湍流(小尺度涨落)分量。我们主要关注中心核心区域的热X射线发射气体。 根据TNG-Cluster,大多数ICM具有亚声速湍流,但速度分布广泛,达到$\mathcal{M}_{\rm Turb}\sim 10$,且星系团间差异很大。在星系团中心,对于大多数星系团,湍流贡献不到总速度色散的一半($σ_{v\rm,Turb} \sim 0.5 ~σ_{v,\rm Total}$),典型湍流速度色散在$50-75$ km s$^{-1}$范围内,湍流压力支撑水平低于百分之一。具有强冷核、X射线空洞或近期经历过SMBH反馈能量注入的星系团,其湍流速度色散系统性更大,湍流速度尾更显著。平均而言,湍流速度色散在星系团中心达到峰值,在$0.1-0.2 \, R_{\rm500c}$处略微下降至最小值,然后再次上升。 我们的分析表明,SMBH反馈是星系团核心湍流的关键驱动因素,产生强烈但短暂的运动以及高速外流。这也提醒我们在解释{\it XRISM}观测时需要谨慎。

英文摘要

The highly dynamic intracluster medium (ICM) influences cluster thermodynamic evolution and probes key physical processes. Quantifying the non-thermal motions is therefore essential for understanding cluster physics and interpreting high spectral-resolution X-ray observations from telescopes like {\it XRISM}. We quantify bulk and turbulent gas motions in 352 galaxy clusters at $z=0$ (${\rm M_{200c}=10^{14.3-15.4}\, M_\odot}$) from the TNG-Cluster suite of magneto-hydrodynamical galaxy simulations. We use a multi-scale filtering Reynolds decomposition to separate total gas velocities into bulk (coherent) and turbulent (small-scale fluctuations) components. We primarily focus on the hot X-ray emitting gas in the central core regions. According to TNG-Cluster, majority of the ICM has subsonic turbulence but with broad velocity distributions reaching $\mathcal{M}_{\rm Turb}\sim 10$ and large cluster-to-cluster variations. In cluster centres, turbulence contributes less than half of the total velocity dispersion $(σ_{v\rm,Turb } \sim 0.5 ~σ_{v,\rm Total})$ for most clusters, with typical turbulent velocity dispersions of $50-75$ km s$^{-1}$ across the mass range, and with sub per cent levels of turbulent pressure support. Clusters that are strong cool cores, or have X-ray cavities, or experienced recent SMBH feedback energy injections exhibit systematically larger turbulent velocity dispersions and more prominent turbulent velocity tails. On average, the turbulent velocity dispersion peaks in cluster centres, decreases slightly to a minimum at $0.1-0.2 \, R_{\rm500c}$, then rises again. Our analysis shows that SMBH feedback is a key driver of turbulence in cluster cores, generating strong but short-lived motion alongside high-velocity outflows. It also calls for caution for interpreting {\it XRISM} observations.