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Self-Organized Homogenization of Flow Networks 流网络的自组织均匀化
IF 12.5 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-11-26 DOI: 10.1103/j5ch-4vkh
Julien Bouvard, Swarnavo Basu, Charlott Leu, Onurcan Bektas, Joachim O. Rädler, Gabriel Amselem, Karen Alim
From the vasculature of animals to the porous media making up batteries, the core task of flow networks is to transport solutes and perfuse all cells or media equally with resources. Yet, living flow networks have a key advantage over porous media: They are adaptive, and they self-organize their geometry for homogeneous perfusion throughout the network. Here, we show that artificial flow networks can also self-organize toward homogeneous perfusion by the versatile adaption of controlled erosion. Flowing a pulse of cleaving enzyme through a network patterned into an erodible hydrogel, with initial channels disparate in width, we observe a homogenization in channel resistances. Experimental observations are matched with numerical simulations of the diffusion-advection-sorption dynamics of an eroding enzyme within a network. Analyzing transport dynamics theoretically, we show that homogenization only occurs if the pulse of the eroding enzyme lasts longer than the time it takes any channel to equilibrate to the pulse concentration. The equilibration time scale derived analytically is in agreement with simulations. Lastly, we show both numerically and experimentally that erosion leads to the homogenization of complex networks containing loops. Erosion being an omnipresent reaction, our results pave the way for a very versatile self-organized increase in the performance of porous media.
从动物的血管系统到构成电池的多孔介质,流动网络的核心任务是运输溶质,并将资源均匀地灌注到所有细胞或介质中。然而,与多孔介质相比,活流网络有一个关键优势:它们具有自适应性,并且可以自组织其几何形状,以便在整个网络中均匀灌注。在这里,我们表明人工流动网络也可以自组织向均匀灌注通过控制侵蚀的多功能适应。在可降解的水凝胶中注入一种切割酶脉冲,初始通道宽度不同,我们观察到通道阻力均质化。实验观测结果与网络中侵蚀酶的扩散-平流-吸附动力学的数值模拟相匹配。从理论上分析输运动力学,我们表明,只有当侵蚀酶的脉冲持续时间长于任何通道平衡脉冲浓度所需的时间时,才会发生均质化。解析得到的平衡时间尺度与模拟结果一致。最后,我们通过数值和实验证明了侵蚀会导致包含环路的复杂网络的均匀化。侵蚀是一种无所不在的反应,我们的结果为多孔介质性能的多用途自组织增加铺平了道路。
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引用次数: 0
Topological Dipoles of Quantum Skyrmions 量子粒子的拓扑偶极子
IF 12.5 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-11-25 DOI: 10.1103/sxgs-38c3
Sopheak Sorn, Jörg Schmalian, Markus Garst
Magnetic skyrmions are spatially localized whirls of spin moments in two dimensions, featuring a nontrivial topological charge and a well-defined topological charge density. We demonstrate that the quantum dynamics of magnetic skyrmions is governed by a dipole conservation law associated with the topological charge, akin to that in fracton theories of excitations with constrained mobility. The dipole conservation law enables a natural definition of the collective coordinate to specify the skyrmion’s position, which ultimately leads to a greatly simplified equation of motion in the form of the Thiele equation. In this formulation, the skyrmion mass, whose existence is often debated, actually vanishes. As a result, an isolated skyrmion is intrinsically pinned to be immobile and cannot move at a constant velocity. In a spin-wave theory, we show that such dynamics corresponds to a precise cancellation between a highly nontrivial motion of the quasiclassical skyrmion spin texture and a cloud of quantum fluctuations in the form of spin waves. Given this quenched kinetic energy of quantum skyrmions, we identify close analogies to the bosonic quantum Hall problem. In particular, the topological charge density is shown to obey the Girvin-MacDonald-Platzman algebra that describes neutral modes of the lowest Landau level in the fractional quantum Hall problem. Consequently, the conservation of the topological dipole suggests that magnetic skyrmion materials offer a promising platform for exploring fractonic phenomena with close analogies to fractional quantum Hall states.
磁skyrmions是二维空间局域自旋矩的旋涡,具有非平凡的拓扑电荷和定义良好的拓扑电荷密度。我们证明了磁skyrmions的量子动力学是由与拓扑电荷相关的偶极子守恒定律控制的,类似于具有约束迁移率的激励的分数子理论。偶极子守恒定律使集体坐标的自然定义能够指定天空粒子的位置,这最终导致以蒂勒方程形式的极大简化的运动方程。在这个公式中,经常存在争议的斯基米子质量实际上消失了。因此,孤立的skyrmion本质上是固定不动的,不能以恒定的速度移动。在自旋波理论中,我们证明了这种动力学对应于准经典斯基米子自旋织构的高度非平凡运动和自旋波形式的量子涨落云之间的精确抵消。考虑到量子粒子的这种淬灭动能,我们确定了与玻色子量子霍尔问题的相似之处。特别是,拓扑电荷密度被证明服从描述分数量子霍尔问题中最低朗道能级中性模式的吉文-麦克唐纳-普拉茨曼代数。因此,拓扑偶极子的守恒表明,磁性斯基子材料为探索与分数阶量子霍尔态密切相似的分形现象提供了一个有前途的平台。
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引用次数: 0
Entanglement Randomness and Gapped Itinerant Carriers in a Frustrated Quantum Magnet 受挫量子磁体中的纠缠随机性和间隙流子
IF 12.5 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-11-21 DOI: 10.1103/tx6t-gbxy
Yuanqi Lyu, Luke Pritchard Cairns, Josue Rodriguez, Chunxiao Liu, Kenneth Ng, John Singleton, James G. Analytis
The quantum spin liquid is a state manifesting extraordinary many-body entanglement, and the material NaYbSe 2 is thought to be one of the most promising candidates for its realization. Through low-temperature heat capacity and thermal conductivity measurements, we identify an apparent contradiction familiar to many quantum spin liquid candidates: While entropy is stored by apparently gapless excitations, the itinerant carriers of entropy are gapped. By studying the compositional series NaYb x Lu 1 x Se 2 across a percolation transition of the magnetic lattice, we suggest that this contradiction can be resolved by the presence of entanglement scales of random sizes. Moreover, as we truncate the scale of entanglement by magnetic dilution, we show that the itinerant magnetic entropy carrier in NaYbSe 2 does not arise from a uniform globally entangled spin ground state but rather materializes through the stochastic propagation of boundaries between locally entangled spin objects.
量子自旋液体是一种表现出非凡的多体纠缠的状态,材料NaYbSe 2被认为是最有希望实现它的候选者之一。通过低温热容和热导率测量,我们发现了许多量子自旋液体候选物所熟悉的明显矛盾:虽然熵是通过明显的无间隙激发存储的,但熵的流动载流子是间隙的。通过研究在磁晶格的渗透跃迁上的组成序列NaYb x Lu 1−x Se 2,我们提出这种矛盾可以通过随机大小的纠缠尺度的存在来解决。此外,当我们通过磁稀释截断纠缠尺度时,我们表明NaYbSe 2中的流动磁熵载流子不是由均匀的全局纠缠自旋基态产生的,而是通过局部纠缠自旋物体之间的边界的随机传播实现的。
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引用次数: 0
Attosecond X-Ray Core-Level Chronoscopy of Aromatic Molecules 芳香分子的阿秒x射线核级计时
IF 12.5 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-11-14 DOI: 10.1103/dp5w-qxqc
Jia-Bao Ji, Zhaoheng Guo, Taran Driver, Cynthia S. Trevisan, David Cesar, Xinxin Cheng, Joseph Duris, Paris L. Franz, James Glownia, Xiaochun Gong, Daniel Hammerland, Meng Han, Saijoscha Heck, Matthias Hoffmann, Andrei Kamalov, Kirk A. Larsen, Xiang Li, Ming-Fu Lin, Yuchen Liu, C. William McCurdy, Razib Obaid, Jordan T. O’Neal, Thomas N. Rescigno, River R. Robles, Nicholas Sudar, Peter Walter, Anna L. Wang, Jun Wang, Thomas J. A. Wolf, Zhen Zhang, Kiyoshi Ueda, Robert R. Lucchese, Agostino Marinelli, James P. Cryan, Hans Jakob Wörner
Attosecond photoemission or photoionization delays are a unique probe of the structure and the electronic dynamics of matter. However, the spectral congestion of valence photoelectron spectra sets fundamental limits to the complexity of systems that can be studied, and the delocalization of valence electron wave functions blurs the spatial origin of the photoelectron wave packet. Using attosecond x-ray pulses from LCLS, we demonstrate the key advantages of measuring core-level delays: The photoelectron spectra remain atomlike, the measurements become element specific, and the observed scattering dynamics originate from a pointlike source when multicenter interference effects are negligible. We exploit these unique features to reveal the effects of changing functional groups (C-H vs N) and symmetry on attosecond scattering dynamics by measuring and calculating the photoionization delays between N − 1 s and C 1 s core shells of a series of aromatic azabenzene molecules. Remarkably, the delays increase with the number of nitrogen atoms in the molecule and reveal multiple resonances. We identify two previously unknown mechanisms regulating the associated attosecond dynamics, namely the enhanced confinement of the trapped wave function with the replacement of C-H groups by N atoms and the decrease of the coupling strength among the photoemitted partial waves with increasing symmetry. This study demonstrates the unique opportunities opened by measurements of core-level photoionization delays for unraveling attosecond electron dynamics in complex matter.
阿秒光发射或光电离延迟是对物质结构和电子动力学的独特探测。然而,价电子能谱的频谱拥挤性对可研究系统的复杂性设置了基本限制,价电子波函数的离域模糊了光电子波包的空间起源。利用来自LCLS的阿秒x射线脉冲,我们证明了测量核心级延迟的关键优势:光电子能谱保持原子状,测量变得特定于元素,并且当多中心干涉效应可以忽略不计时,观察到的散射动力学源于点状源。我们利用这些独特的特征,通过测量和计算一系列芳香氮杂苯分子的N−1 s和C−1 s核壳之间的光离延迟,揭示了官能团(C- h vs N)和对称性变化对阿秒散射动力学的影响。值得注意的是,延迟随着分子中氮原子数量的增加而增加,并显示出多重共振。我们发现了两个先前未知的调节相关阿秒动力学的机制,即随着C-H基团被N原子取代,捕获波函数的约束增强,和光发射的部分波之间的耦合强度随着对称性的增加而降低。这项研究展示了通过测量核心能级的光电离延迟来揭示复杂物质中阿秒电子动力学的独特机会。
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引用次数: 0
Hydrogenated PdCoO 2 : A layered Metallic Oxide with Robust Room-Temperature Ferromagnetism 氢化PdCoO 2:一种具有强室温铁磁性的层状金属氧化物
IF 12.5 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-11-14 DOI: 10.1103/3mgc-z9wv
Di Tian, Haotian Zheng, Zewei Huang, Sijie Wu, Pengcheng Li, Cong Li, Jianbing Zhang, Xinyu Shu, Jinling Zhou, Yang Liu, Yanhong Gu, Meng Wang, Di Yi, Tianxiang Nan, Zhen Chen, Qing He, Huaqiang Wu, Shuyun Zhou, Weidong Luo, Pu Yu
Layered oxide materials, with their two-dimensional crystalline architectures and tunable interlayer interaction, serve as a fertile field for harnessing emergent quantum phenomena. Among these materials, metallic delafossites (e.g., PdCoO 2 ) have emerged as a prominent system with extraordinary two-dimensional electronic properties, though their intrinsic lack of ferromagnetism has remained a fundamental constraint. Here, we report the creation of robust, bulk high-temperature ferromagnetism ( T c > 420 K ) in inherently nonmagnetic PdCoO 2 through controlled hydrogenation while preserving the delafossite structure. This process induces layer-selective electron doping into CoO 2 layers, stabilizing Ising-type ferromagnetism with pronounced perpendicular magnetic anisotropy while preserving the material’s exceptional metallicity. Remarkably, the system self-assembles into a superlattice of alternating metallic Pd and insulating ferromagnetic hydrogenated CoO 2 layers, enabling an unconventional anomalous Hall effect mediated by interlayer spin-charge coupling. These findings demonstrate that bulk ferromagnetism can be achieved in delafossite oxides while preserving their structural integrity, positioning hydrogenated delafossites as a versatile platform for exploring correlated quantum effects and designing multifunctional devices.
层状氧化物材料,以其二维晶体结构和可调节的层间相互作用,作为利用新兴量子现象的沃土。在这些材料中,金属delafose(例如PdCoO 2)已成为具有非凡二维电子特性的突出系统,尽管其固有的铁磁性缺乏仍然是一个基本限制。在这里,我们报告了通过控制氢化,在保留delafote结构的同时,在固有的非磁性PdCoO 2中产生了坚固的、大块的高温铁磁性(tc > 420 K)。该工艺将层选择性电子掺杂到CoO 2层中,稳定了具有明显垂直磁各向异性的ising型铁磁性,同时保留了材料的特殊金属丰度。值得注意的是,该系统自组装成金属Pd和绝缘铁磁氢化CoO 2层交替的超晶格,实现了层间自旋-电荷耦合介导的非常规异常霍尔效应。这些发现表明,在保持其结构完整性的同时,可以在delafoite氧化物中实现块状铁磁性,将氢化delafoite定位为探索相关量子效应和设计多功能器件的通用平台。
{"title":"Hydrogenated PdCoO 2 : A layered Metallic Oxide with Robust Room-Temperature Ferromagnetism","authors":"Di Tian, Haotian Zheng, Zewei Huang, Sijie Wu, Pengcheng Li, Cong Li, Jianbing Zhang, Xinyu Shu, Jinling Zhou, Yang Liu, Yanhong Gu, Meng Wang, Di Yi, Tianxiang Nan, Zhen Chen, Qing He, Huaqiang Wu, Shuyun Zhou, Weidong Luo, Pu Yu","doi":"10.1103/3mgc-z9wv","DOIUrl":"https://doi.org/10.1103/3mgc-z9wv","url":null,"abstract":"Layered oxide materials, with their two-dimensional crystalline architectures and tunable interlayer interaction, serve as a fertile field for harnessing emergent quantum phenomena. Among these materials, metallic delafossites (e.g., PdCoO</a:mi> 2</a:mn> </a:msub> </a:mrow> </a:math> ) have emerged as a prominent system with extraordinary two-dimensional electronic properties, though their intrinsic lack of ferromagnetism has remained a fundamental constraint. Here, we report the creation of robust, bulk high-temperature ferromagnetism ( <c:math xmlns:c=\"http://www.w3.org/1998/Math/MathML\" display=\"inline\"> <c:mrow> <c:msub> <c:mi>T</c:mi> <c:mi>c</c:mi> </c:msub> <c:mo>&gt;</c:mo> <c:mn>420</c:mn> <c:mtext> </c:mtext> <c:mtext> </c:mtext> <c:mi mathvariant=\"normal\">K</c:mi> </c:mrow> </c:math> ) in inherently nonmagnetic <f:math xmlns:f=\"http://www.w3.org/1998/Math/MathML\" display=\"inline\"> <f:mrow> <f:msub> <f:mi>PdCoO</f:mi> <f:mn>2</f:mn> </f:msub> </f:mrow> </f:math> through controlled hydrogenation while preserving the delafossite structure. This process induces layer-selective electron doping into <h:math xmlns:h=\"http://www.w3.org/1998/Math/MathML\" display=\"inline\"> <h:mrow> <h:msub> <h:mi>CoO</h:mi> <h:mn>2</h:mn> </h:msub> </h:mrow> </h:math> layers, stabilizing Ising-type ferromagnetism with pronounced perpendicular magnetic anisotropy while preserving the material’s exceptional metallicity. Remarkably, the system self-assembles into a superlattice of alternating metallic Pd and insulating ferromagnetic hydrogenated <j:math xmlns:j=\"http://www.w3.org/1998/Math/MathML\" display=\"inline\"> <j:mrow> <j:msub> <j:mi>CoO</j:mi> <j:mn>2</j:mn> </j:msub> </j:mrow> </j:math> layers, enabling an unconventional anomalous Hall effect mediated by interlayer spin-charge coupling. These findings demonstrate that bulk ferromagnetism can be achieved in delafossite oxides while preserving their structural integrity, positioning hydrogenated delafossites as a versatile platform for exploring correlated quantum effects and designing multifunctional devices.","PeriodicalId":20161,"journal":{"name":"Physical Review X","volume":"144 1","pages":""},"PeriodicalIF":12.5,"publicationDate":"2025-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145515966","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Time-Cost-Error Trade-Off Relation in Thermodynamics: The Third Law and Beyond 热力学中的时间-成本-误差权衡关系:第三定律及以后
IF 12.5 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-11-13 DOI: 10.1103/l6b9-rg1j
Tan Van Vu, Keiji Saito
Elucidating fundamental limitations inherent in physical systems is a central subject in physics. For important thermodynamic operations such as information erasure, cooling, and copying, resources like time and energetic cost must be expended to achieve the desired outcome within a predetermined error margin. In the context of cooling, the unattainability principle of the third law of thermodynamics asserts that infinite “resources” are needed to reach absolute zero. However, the precise identification of relevant resources and how they jointly constrain achievable error remains unclear within the frameworks of stochastic and quantum thermodynamics. In this work, we introduce the concept of separated states, which consist of fully unoccupied and occupied states, and formulate the corresponding thermokinetic cost and error, thereby establishing a unifying framework for a broad class of thermodynamic operations. We then uncover a three-way trade-off relation between time, cost, and error for thermodynamic operations aimed at creating separated states, simply expressed as τ C ϵ τ ≥ 1 − η . This fundamental relation is applicable to diverse thermodynamic operations, including information erasure, cooling, and copying. It provides a profound quantification of the unattainability principle in the third law of thermodynamics in a general form. Building upon this relation, we explore the quantitative limitations governing cooling operations, the preparation of separated states, and a no-go theorem for exact classical copying. Furthermore, we extend these findings to the quantum regime, encompassing both Markovian and non-Markovian dynamics. Specifically, within Lindblad dynamics, we derive a similar three-way trade-off relation that quantifies the cost of achieving a pure state with a given error. The generalization to general quantum dynamics involving a system coupled to a finite bath implies that the dissipative cost becomes infinite as the quantum system is exactly cooled down to the ground state or perfectly reset to a pure state, thereby resolving an open question regarding the thermodynamic cost of information erasure.
阐明物理系统固有的基本限制是物理学的中心课题。对于重要的热力学操作,如信息擦除、冷却和复制,必须花费时间和精力成本等资源,才能在预定的误差范围内达到预期的结果。在冷却的背景下,热力学第三定律的不可达性原理断言,需要无限的“资源”才能达到绝对零度。然而,在随机和量子热力学的框架内,相关资源的精确识别以及它们如何共同约束可实现的误差仍然不清楚。在这项工作中,我们引入了分离状态的概念,其中包括完全未占用状态和已占用状态,并制定了相应的热力学成本和误差,从而为广泛的热力学操作建立了一个统一的框架。然后,我们揭示了旨在创建分离状态的热力学操作的时间、成本和误差之间的三向权衡关系,简单地表示为τ C ε τ≥1−η。这一基本关系适用于各种热力学操作,包括信息擦除、冷却和复制。它以一般形式对热力学第三定律中的不可达性原理进行了深刻的量化。在这种关系的基础上,我们探讨了控制冷却操作的定量限制,分离状态的制备,以及精确经典复制的不去定理。此外,我们将这些发现扩展到量子状态,包括马尔可夫和非马尔可夫动力学。具体来说,在Lindblad动力学中,我们导出了一个类似的三方权衡关系,量化了在给定误差下达到纯状态的成本。一般量子动力学的推广涉及到一个系统耦合到一个有限的槽意味着耗散成本变得无限,当量子系统完全冷却到基态或完全重置到纯态,从而解决了一个关于信息擦除的热力学成本的开放问题。
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引用次数: 0
Critical Transition between Intensive and Extensive Active Droplets 密集和广泛活动液滴之间的临界过渡
IF 12.5 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-11-12 DOI: 10.1103/4nnd-tdky
Jonathan Bauermann, Giacomo Bartolucci, Job Boekhoven, Frank Jülicher, Christoph A. Weber
Most emulsions ripen with an average droplet size increasing in time. In chemically active emulsions, coarsening can be absent, leading to a nonequilibrium steady state with monodisperse droplet sizes. By considering a minimal model for phase separation and chemical reactions maintained away from equilibrium, we show that there is a supercritical transition controlled by the conserved quantity between two classes of chemically active droplets: intensive and extensive active droplets. While intensive droplets reach a stationary size mainly controlled by the interplay between reactions and diffusion, the size of an extensive active droplet scales with the system size. For intensive droplets, growth arrests at a finite size. Thus, they can be far apart from each other and evolve independently from other droplets in an active emulsion. The growth of extensive droplets, however, arrests due to the presence of other droplets in the emulsion. In both cases, monodisperse emulsions can emerge. We show how the supercritical transition between intensive and extensive active droplets affects shape instabilities, including the division of active droplets, paving the way for the observation of successive division events in chemically active emulsions.
大多数乳剂成熟时,平均液滴大小随时间增加。在化学活性乳剂中,可能不存在粗化现象,导致液滴尺寸单分散的非平衡稳态。通过考虑相分离和保持远离平衡的化学反应的最小模型,我们表明存在由两类化学活性液滴之间的守恒量控制的超临界转变:密集和广泛的活性液滴。而密集液滴达到一个稳定的尺寸主要是由反应和扩散的相互作用控制的,广泛的活性液滴的尺寸与系统的尺寸成比例。对于密集的液滴,生长在有限大小处停止。因此,它们可以彼此远离,并在活性乳液中独立于其他液滴进化。然而,由于乳状液中存在其他液滴,大量液滴的生长受到阻碍。在这两种情况下,都可能出现单分散乳剂。我们展示了密集和广泛活性液滴之间的超临界转变如何影响形状不稳定性,包括活性液滴的分裂,为观察化学活性乳剂中的连续分裂事件铺平了道路。
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引用次数: 0
Persistence of Charge Ordering Instability to Coulomb Engineering in the Excitonic Insulator Candidate TiSe 2 候选激子绝缘体中电荷序不稳定性对库仑工程的影响[j]
IF 12.5 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-11-12 DOI: 10.1103/9trc-9865
Sebastian Buchberger, Yann in ’t Veld, Akhil Rajan, Philip A. E. Murgatroyd, Brendan Edwards, Bruno K. Saika, Naina Kushwaha, Maria H. Visscher, Jan Berges, Dina Carbone, Jacek Osiecki, Craig Polley, Tim Wehling, Phil D. C. King
TiSe 2 has long been considered one of the best candidate materials to host the elusive excitonic insulator (EI) phase. However, a finite coupling to the lattice can generically be expected, while a lack of “smoking-gun” signatures for the importance of the electron-hole interaction in driving the phase transition has rendered it challenging to distinguish the EI from the conventional charge-density wave (CDW) phase. Here, we demonstrate a new approach, exploiting the susceptibility of excitons to dielectric screening. We combine mechanical exfoliation with molecular-beam epitaxy to fabricate ultraclean van der Waals heterostructures of monolayer (ML) TiSe 2 /graphite and ML TiSe 2 / h -BN. We observe how the modified substrate screening environment drives a renormalization of the quasiparticle band gap of the TiSe 2 layer, signifying its susceptibility to Coulomb engineering. The temperature-dependent evolution of its electronic structure, however, remains unaffected, indicating that excitons are not required to drive the CDW transition in TiSe 2 .
tis2一直被认为是承载难以捉摸的激子绝缘体(EI)相的最佳候选材料之一。然而,与晶格的有限耦合通常是可以预期的,而缺乏电子-空穴相互作用在驱动相变中的重要性的“确凿”特征,使得将EI与传统的电荷密度波(CDW)相区分开来具有挑战性。在这里,我们展示了一种新的方法,利用激子对介电屏蔽的敏感性。我们将机械剥离与分子束外延相结合,制备了单层(ML) tis2 /石墨和ML tis2 / h -BN的超净范德华异质结构。我们观察到改进的衬底筛选环境如何驱动ties2层准粒子带隙的重整化,表明其对库仑工程的敏感性。然而,其电子结构的温度依赖演化仍然不受影响,这表明激子不需要驱动ties2中的CDW转变。
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引用次数: 0
Letting the Tiger out of Its Cage: Bosonic Coding without Concatenation 放老虎出笼子:没有串联的玻色子编码
IF 12.5 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-11-10 DOI: 10.1103/ls5r-vj7r
Yijia Xu, Yixu Wang, Christophe Vuillot, Victor V. Albert
Continuous-variable cat codes are encodings into a single photonic or phononic mode that offer a promising avenue for hardware-efficient fault-tolerant quantum computation. Protecting information in a cat code requires measuring the mode’s occupation number modulo two, but this can be relaxed to a linear occupation-number constraint using the alternative two-mode pair-cat encoding. We construct multimode codes with similar linear constraints using any two integer matrices satisfying a Calderbank-Shor-Steane-like homological condition of a quantum rotor code. Just like the pair-cat code, syndrome extraction can be performed in tandem with stabilizing dissipation using current superconducting-circuit designs. The framework includes codes with various finite- or infinite-dimensional code spaces and codes with finite or infinite Fock-state support. It encompasses two-component cat, pair-cat, dual-rail, two-mode binomial, various bosonic repetition codes, and aspects of χ -squared encodings, while also yielding codes from homological products, lattices, generalized coherent states, and algebraic varieties. Among our examples are analogs of repetition codes, the Shor code, and a surface-code-like construction that is not a concatenation of a known cat code with the qubit surface code. Code words are coherent states projected into a Fock-state subspace defined by an integer matrix, and their overlaps are governed by Gelfand-Kapranov-Zelevinsky hypergeometric functions.
连续变量cat编码被编码成单个光子或声子模式,为硬件高效容错量子计算提供了一个有前途的途径。保护cat代码中的信息需要测量模式的职业数模2,但是可以使用可选的双模式对cat编码将其放宽为线性职业数约束。利用满足量子转子码的calderbank - shore - steane类同调条件的任意两个整数矩阵,构造具有相似线性约束的多模码。就像对猫代码,综合征提取可以串联执行稳定耗散使用当前超导电路设计。该框架包括具有各种有限维或无限维代码空间的代码以及具有有限或无限福克状态支持的代码。它包括双组分cat,成对cat,双轨,双模二项,各种玻色子重复编码,以及χ平方编码的各个方面,同时也从同调积,格,广义相干态和代数变种中产生编码。在我们的例子中,有重复代码的类似物,肖尔代码,以及类似表面代码的结构,它不是已知的猫代码与量子比特表面代码的连接。码字是映射到由整数矩阵定义的fock状态子空间中的相干状态,它们的重叠由Gelfand-Kapranov-Zelevinsky超几何函数控制。
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引用次数: 0
Statistical Physics Analysis of Graph Neural Networks: Approaching Optimality in the Contextual Stochastic Block Model 图神经网络的统计物理分析:接近上下文随机块模型中的最优性
IF 12.5 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2025-11-10 DOI: 10.1103/lfxj-hbsk
O. Duranthon, L. Zdeborová
Graph neural networks (GNNs) are designed to process data associated with graphs. They are finding an increasing range of applications; however, as with other modern machine learning techniques, their theoretical understanding is limited. GNNs can encounter difficulties in gathering information from nodes that are far apart by iterated aggregation steps. This situation is partly caused by so-called oversmoothing; and overcoming it is one of the practically motivated challenges. We consider the situation where information is aggregated by multiple steps of convolution, leading to graph convolutional networks (GCNs). We analyze the generalization performance of a basic GCN, trained for node classification on data generated by the contextual stochastic block model. We predict its asymptotic performance by deriving the free energy of the problem, using the replica method, in the high-dimensional limit. Calling the number of convolutional steps, we show the importance of going to large depth to approach the Bayes optimality. We detail how the architecture of the GCN has to scale with the depth to avoid oversmoothing. The resulting large depth limit can be close to the Bayes optimality and leads to a continuous GCN. Technically, we tackle this continuous limit via an approach that resembles dynamical mean-field theory with constraints at the initial and final times. An expansion around large regularization allows us to solve the corresponding equations for the performance of the deep GCN. This promising tool may contribute to the analysis of further deep neural networks.
图神经网络(gnn)用于处理与图相关的数据。他们正在寻找越来越广泛的应用;然而,与其他现代机器学习技术一样,它们的理论理解是有限的。gnn在通过迭代聚合步骤从相距很远的节点收集信息时可能遇到困难。这种情况部分是由所谓的过度平滑造成的;克服它是一个实际的挑战。我们考虑了信息通过多个卷积步骤聚合的情况,导致了图卷积网络(GCNs)。我们分析了基于上下文随机块模型生成的数据进行节点分类训练的基本GCN的泛化性能。在高维极限下,我们用复制法推导了问题的自由能,从而预测了它的渐近性能。调用卷积步骤的数量,我们展示了大深度对接近贝叶斯最优性的重要性。我们详细介绍了GCN的架构如何随深度缩放以避免过度平滑。由此产生的大深度限制可以接近贝叶斯最优性,并导致连续的GCN。从技术上讲,我们通过一种类似于初始和最终时间有约束的动态平均场理论的方法来解决这种连续极限。围绕大正则化的展开使我们能够求解深度GCN性能的相应方程。这个有前途的工具可能有助于进一步分析深度神经网络。
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引用次数: 0
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Physical Review X
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