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The stochastic and chaotic behaviour of fast radio bursts, compared to quake and flare model families 与地震和耀斑模型族相比,快速射电暴的随机和混沌行为
IF 7.2 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-08-26 DOI: 10.1007/s11433-026-3053-4
Joeri van Leeuwen
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引用次数: 0
Membrane-cytoskeleton coupling modulates the force threshold for Piezo1 activation: A theoretical framework 膜-细胞骨架耦合调节Piezo1激活的力阈值:一个理论框架
IF 7.2 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-08-26 DOI: 10.1007/s11433-026-3068-4
Xi Wang, Guo-Yang Li, Xi-Qiao Feng

Piezo1 ion channels transduce mechanical forces through the flattening of their intrinsically curved transmembrane dome, a process modulated by the cortical cytoskeleton. Although experiments consistently show that the cytoskeleton elevates the channel’s half-activation tension—a phenomenon known as mechanoprotection—its mechanistic basis has remained unclear. Here, we develop a continuum framework that couples the elastic Piezo1 dome, the Helfrich lipid bilayer, and a two-dimensional tilted-spring model of the cortical cytoskeleton. Our results indicate that cytoskeletal coupling pre-flattens the dome, spatially confines the membrane footprint, and reduces the projected-area reservoir available for gating. These effects raise the half-activation tension from 1.90 to 3.15 mN/m, broaden the gating curve, and convert Piezo1 from a sharp binary switch into a graded mechanical rheostat, in quantitative agreement with single-channel measurements. Parameter-matched comparison with a vertical Winkler foundation model shows that the mechanoprotective shift is dominated by vertical cytoskeletal support, while lateral tension renormalisation provides only a secondary correction. This work offers a unified, energetics-based explanation for cytoskeletal mechanoprotection, highlighting how membrane-cytoskeleton coupling reshapes the energetic landscape of Piezo1 gating and expands its physiological dynamic range.

压电离子通道通过其内在弯曲的跨膜圆顶的扁平化传递机械力,这一过程由皮质细胞骨架调节。尽管实验一致表明,细胞骨架提高了通道的半激活张力——一种被称为机械保护的现象——但其机制基础仍不清楚。在这里,我们开发了一个连续体框架,耦合弹性Piezo1圆顶,helrich脂质双分子层和皮质细胞骨架的二维倾斜弹簧模型。我们的研究结果表明,细胞骨架耦合使穹顶预平坦,在空间上限制了膜足迹,并减少了可用于门控的投影区域水库。这些效应将半活化张力从1.90 mN/m提高到3.15 mN/m,拓宽了门控曲线,并将Piezo1从尖锐的二进制开关转换为渐变的机械变阻器,与单通道测量结果定量一致。与垂直Winkler基础模型的参数匹配比较表明,机械保护位移主要由垂直细胞骨架支撑主导,而横向张力重整化仅提供二次校正。这项工作为细胞骨架机械保护提供了一个统一的、基于能量学的解释,强调了膜-细胞骨架耦合如何重塑Piezo1门控的能量景观并扩大其生理动态范围。
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引用次数: 0
Non-monotonic dependence of feedthrough on dimensionless layer thickness in shock-accelerated fluid layers 激波加速流体层中馈通对无量纲层厚的非单调依赖性
IF 7.2 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-08-26 DOI: 10.1007/s11433-026-3038-6
Ning Zhou, Zhigang Zhai, Xisheng Luo

We propose a linear model to quantify the feedthrough effect on the evolution of shock-accelerated fluid layers with arbitrary density stratification. The model is formulated explicitly in terms of the post-shock Atwood numbers of both interfaces, the dimensionless layer thickness, and the linear growth rates of a single shocked interface. Based on the concise framework, we first identify that feedthrough strength exhibits non-monotonic behavior with increasing dimensionless layer thickness within specific parameter ranges, which is contrary to widely accepted views. This non-monotonic behavior stems from competition between two physical mechanisms: the inertial response and the transport of perturbed velocity. The findings provide a theoretical foundation for optimizing the thickness and perturbation spectra of material layers in inertial confinement fusion capsule designs.

我们提出了一个线性模型来量化具有任意密度分层的激波加速流体层演化的馈通效应。该模型是根据两个界面的冲击后阿特伍德数、无量纲层厚度和单个受冲击界面的线性增长率明确制定的。基于简洁的框架,我们首先确定了馈通强度在特定参数范围内随无量纲层厚度的增加而表现出非单调行为,这与广泛接受的观点相反。这种非单调行为源于两种物理机制之间的竞争:惯性响应和摄动速度的输运。研究结果为优化惯性约束聚变胶囊中材料层的厚度和摄动谱提供了理论基础。
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引用次数: 0
Circular polarization images of Sgr A* under different magnetic field geometries Sgr A*在不同磁场几何形状下的圆偏振图像
IF 7.2 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-08-26 DOI: 10.1007/s11433-026-3031-2
Hao Yin, Songbai Chen, Jiliang Jing

Sgr A* exhibits a persistent negative circular polarization (CP) at 230 GHz, offering a powerful probe of the magnetic field geometry in its accretion flow. Using a stationary semi-analytic radiatively inefficient accretion flow (RIAF) model in Kerr spacetime with polarized radiative transfer, we systematically analyze CP images for six poloidal magnetic field configurations across varying black hole spins, inclinations, and field polarities. We find that the CP production is dominated by Faraday conversion in radial, parabolic, quadrupole, and combined magnetic field geometries, while it is dominated by intrinsic emission in dipole and vertical magnetic field configurations. The radial and parabolic configurations produce the polarity-invariant net CP, while dipole and vertical fields yield the polarity-sensitive one. As the accretion disk is prograde with respect to the black hole spin, the CP production across all six field geometries is found to be lower in the high-spin case, while the situation is more complicated in the retrograde case. Moreover, the net CP observed from edge-on views Vnet ≈ 0 except for the quadrupole geometry. Comparing with ALMA data, the reversed-field model is excluded at high inclinations, and then the magnetic field geometry of Sgr A* is constrained.

Sgr A*在230 GHz处呈现出持续的负圆极化(CP),为其吸积流中的磁场几何结构提供了强大的探测。利用具有极化辐射传递的Kerr时空中稳态半解析辐射低效吸积流(RIAF)模型,系统地分析了不同黑洞自旋、倾角和场极性的六种极向磁场构型的CP图像。我们发现,在径向、抛物线、四极和组合磁场构型中,CP的产生主要受法拉第转换的支配,而在偶极和垂直磁场构型中,CP的产生主要受本征发射的支配。径向场和抛物场产生极性不变的净CP,而偶极场和垂直场产生极性敏感的净CP。随着吸积盘相对于黑洞自旋的前进,发现在高自旋情况下,所有六种场几何形状的CP产量都较低,而在逆行情况下,情况更为复杂。此外,除四极柱几何外,从侧面观测到的净CP为Vnet≈0。与ALMA数据相比,在高倾角处排除了反场模型,从而约束了Sgr A*的磁场几何形状。
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引用次数: 0
Nuclear modification of heavy flavor decayed dielectrons in relativistic heavy-ion collisions 相对论重离子碰撞中重味衰变二电子的核修饰
IF 7.2 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-08-26 DOI: 10.1007/s11433-026-3046-8
Lejing Zhang, Wen-Jing Xing, Shanshan Cao, Guang-You Qin

Dielectrons from heavy flavor hadron decays not only constitute a crucial background to their thermal spectrum in high-energy nuclear collisions, from which the temperature of the quark-gluon plasma (QGP) is extracted, but also provide a valuable probe of heavy quark interactions with the QGP. Using a linear Boltzmann transport (LBT) model to describe heavy quark evolution inside the QGP and a hybrid fragmentation-coalescence model for their hadronization, we find that heavy quark energy loss softens the invariant mass spectrum of their decayed dielectrons and yields a higher value of the extracted QGP temperature, while coalescence hardens the spectrum and yields a lower value. Taking into account full medium effects leads to higher values of the extracted temperature than using vacuum baselines of heavy flavor decayed dielectrons in analyzing the experimental data. In addition, we find the angular correlations between dielectron pairs are sensitive to heavy quark interactions with the QGP: the radial flow of the QGP enhances the near-side correlations, and scatterings between heavy quarks and the QGP broaden the away-side correlations, with elastic and string interactions playing a dominant role.

重味强子衰变的双电子不仅构成了高能核碰撞中它们的热谱的重要背景,从中提取了夸克-胶子等离子体(QGP)的温度,而且为重夸克与QGP的相互作用提供了有价值的探测。利用线性玻尔兹曼输运(LBT)模型描述QGP内部的重夸克演化,并利用碎片-聚结混合模型描述它们的强子化,我们发现重夸克能量损失软化了它们的衰变介电子的不变质谱,并使提取的QGP温度值升高,而聚结使谱变硬并使提取的QGP温度值降低。在分析实验数据时,考虑充分介质效应的抽提温度比采用重味衰变双电子的真空基线要高。此外,我们发现重夸克与QGP之间的角相关关系对重夸克与QGP之间的相互作用很敏感:QGP的径向流动增强了近侧相关关系,重夸克与QGP之间的散射扩大了远侧相关关系,其中弹性和弦相互作用起主导作用。
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引用次数: 0
Critical hydrogen contents enable giant magnetocaloric effect and brittle-to-ductile transition in amorphous nanocomposites 临界氢含量使非晶纳米复合材料的巨磁热效应和脆性向韧性转变成为可能
IF 7.2 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-08-26 DOI: 10.1007/s11433-026-3041-4
Cheng Chen, Qianzi Yang, Qiang Luo, Fan Hu, Mingjie Zhang, Mingqiang Zhang, Yao Zhang, Qianqian Wang, Shuangxi Song, Zhijun Guo, Baolong Shen

The development of magnetocaloric materials is fundamentally constrained by the need to simultaneously achieve a giant magnetocaloric effect (MCE) and mechanical toughness. Here, we show that this bottleneck is overcome by treating hydrogen as a microstructural tuning parameter in a Gd-based amorphous alloy (AMA). Through controlled hydrogenation, we observe small 1–2 nm GdH2 clusters progressively evolving into a network of 2–5 nm nanocrystals. This engineered microstructure tailors the elastic modulus distribution, transforms magnetic transition behavior, and modifies the underlying critical dynamics. Notably, two distinct hydrogen concentration thresholds govern variations in mechanical and magnetocaloric performance. The brittle-to-ductile transition occurs at 0.83 wt.% hydrogen. At this point, a critical density of GdH2 nanoclusters enables the formation of a connected shear transformation zone network and facilitates synergistic deformation between the nanoclusters and the amorphous matrix. In contrast, the giant MCE emerges only above 1.38 wt.% hydrogen, when a continuous antiferromagnetic GdH2 skeleton forms and suppresses long-range ferromagnetic exchange. The critical window (≽ 1.38 wt.% hydrogen) thus delivers an unprecedented combination of giant MCE (≽ 16.14 J kg−1 K−1 at 5 T) and large plastic strain (> 40%), thereby overcoming the challenge of achieving both concurrently. Our work establishes hydrogen-mediated nanocrystal engineering as a paradigm for designing high-performance nanocomposites.

磁热材料的发展从根本上受到同时实现巨磁热效应(MCE)和机械韧性的需要的限制。在这里,我们展示了通过将氢作为gd基非晶合金(AMA)的微观结构调谐参数来克服这一瓶颈。通过控制加氢,我们观察到小的1-2 nm的GdH2簇逐渐演变成2-5 nm的纳米晶体网络。这种工程微观结构调整了弹性模量分布,改变了磁转变行为,并改变了潜在的临界动力学。值得注意的是,两个不同的氢浓度阈值控制着机械和磁热性能的变化。当氢含量为0.83 wt.%时,脆性向延性转变发生。此时,GdH2纳米团簇的临界密度可以形成一个连接的剪切转变区网络,并促进纳米团簇与非晶基体之间的协同变形。相反,当连续的反铁磁GdH2骨架形成并抑制远程铁磁交换时,巨大的MCE只出现在1.38 wt.%的氢之上。因此,临界窗口(1.38 wt.%氢气)提供了前所未有的巨大MCE (5 T时16.14 J kg−1 K−1)和大塑性应变(> 40%)的组合,从而克服了同时实现两者的挑战。我们的工作建立了氢介导的纳米晶体工程作为设计高性能纳米复合材料的范例。
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引用次数: 0
Moderate electron correlation in altermagnet CrSb 交变磁体CrSb的适度电子相关
IF 7.2 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-08-26 DOI: 10.1007/s11433-026-3042-7
Zhihui Chen, Yuanhe Song, Xia Lou, Chihao Li, Xiuhua Chen, Yilin Wang, Yixuan Luo, Yanfeng Guo, Rui Peng, Haichao Xu, Donglai Feng

Electron correlation effects in 3d transition-metal compounds often play an important role in shaping their low-energy electronic properties. Here, using high-resolution angle-resolved photoemission spectroscopy, we investigate the electronic correlation behavior of CrSb, an altermagnetic material. Our measurements reveal the three-dimensional electronic structure of CrSb. A band splitting of about 1.1 eV is observed, consistent with previous reports. The comparison between experiment and density functional theory calculations shows renormalization factors of approximately 1.22–1.45 near the Fermi level, indicating moderate electron correlations. Notably, the renormalization is found to be momentum-dependent and band-dependent. These results provide insight into the role of electron correlations in altermagnetic CrSb and their reshaping of the low-energy electronic structure, which may be relevant for understanding its electronic properties and potential applications.

三维过渡金属化合物中的电子相关效应对其低能电子特性的形成起着重要的作用。在这里,我们使用高分辨率角分辨光谱学,研究了CrSb的电子相关行为。我们的测量揭示了CrSb的三维电子结构。观察到约1.1 eV的能带分裂,与先前的报道一致。实验结果与密度泛函理论计算结果的比较表明,在费米能级附近重整化因子约为1.22-1.45,表明电子相关性适中。值得注意的是,重整化是动量依赖和频带依赖的。这些结果揭示了电子相关在变磁CrSb中的作用及其对低能电子结构的重塑,这可能与理解其电子性质和潜在应用有关。
{"title":"Moderate electron correlation in altermagnet CrSb","authors":"Zhihui Chen,&nbsp;Yuanhe Song,&nbsp;Xia Lou,&nbsp;Chihao Li,&nbsp;Xiuhua Chen,&nbsp;Yilin Wang,&nbsp;Yixuan Luo,&nbsp;Yanfeng Guo,&nbsp;Rui Peng,&nbsp;Haichao Xu,&nbsp;Donglai Feng","doi":"10.1007/s11433-026-3042-7","DOIUrl":"10.1007/s11433-026-3042-7","url":null,"abstract":"<div><p>Electron correlation effects in 3<i>d</i> transition-metal compounds often play an important role in shaping their low-energy electronic properties. Here, using high-resolution angle-resolved photoemission spectroscopy, we investigate the electronic correlation behavior of CrSb, an altermagnetic material. Our measurements reveal the three-dimensional electronic structure of CrSb. A band splitting of about 1.1 eV is observed, consistent with previous reports. The comparison between experiment and density functional theory calculations shows renormalization factors of approximately 1.22–1.45 near the Fermi level, indicating moderate electron correlations. Notably, the renormalization is found to be momentum-dependent and band-dependent. These results provide insight into the role of electron correlations in altermagnetic CrSb and their reshaping of the low-energy electronic structure, which may be relevant for understanding its electronic properties and potential applications.</p></div>","PeriodicalId":774,"journal":{"name":"Science China Physics, Mechanics & Astronomy","volume":"69 10","pages":""},"PeriodicalIF":7.2,"publicationDate":"2026-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148927916","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
Interface-tailored magnetoelectric coupling by Janus altermagnetic bilayer Janus交替磁双分子层的界面定制磁电耦合
IF 7.2 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-08-26 DOI: 10.1007/s11433-026-3033-7
Shengshi Li, Weixiao Ji, Changwen Zhang, Weixin Liu, Jianping Zhang, Yaping Wang, Wei Sun, Shishen Yan

The pursuit of customizable magnetoelectric coupling in emerging altermagnets is significant for meeting diverse functional requirements in flexible, efficient, and low-power spintronic applications. However, a major challenge remains in simultaneously achieving switchable ferroelectric polarization and tunable magnetic order. Here, we propose that Janus altermagnetic bilayers offer a solution by enabling engineered control of magnetic order alongside intrinsic sliding ferroelectricity through Janus interface design. Using a Janus altermagnetic Mo2Cl3Br3 bilayer as a prototype, we find that selective ClCl or BrBr interface configurations yield distinct magnetoelectric coupling phenomena. The ClCl interface bilayer exhibits interlayer antiferromagnetic coupling and sliding ferroelectricity, where ferroelectric polarization reversal switches the band spin splitting and the spin polarization of the spin currents, but leaves the magneto-optical Kerr signal unchanged. In contrast, the BrBr interface bilayer shows interlayer ferromagnetic coupling and sliding ferroelectricity, where the magneto-optical Kerr signal is reversible upon ferroelectric polarization switching, while the spin splitting remains fixed. The Janus interface design in this work establishes a universal paradigm for on-demand magnetoelectric control and provides an alternative material platform for developing advanced spintronic logic and memory devices.

在新兴的交替磁体中追求可定制的磁电耦合对于满足灵活、高效和低功率自旋电子应用的各种功能要求具有重要意义。然而,主要的挑战仍然是同时实现可切换的铁电极化和可调谐的磁序。在这里,我们提出通过Janus界面设计实现磁序和固有滑动铁电性的工程控制,提供了一种解决方案。以Janus交磁Mo2Cl3Br3双分子层为原型,我们发现选择性的ClCl或BrBr界面配置产生了不同的磁电耦合现象。ClCl界面双层表现出层间反铁磁耦合和滑动铁电性,其中铁电极化反转改变了自旋电流的带自旋分裂和自旋极化,但使磁光克尔信号保持不变。相比之下,BrBr界面双层表现出层间铁磁耦合和滑动铁电性,其中磁光Kerr信号在铁电极化开关时是可逆的,而自旋分裂保持固定。这项工作中的Janus接口设计为按需磁电控制建立了一个通用范例,并为开发先进的自旋电子逻辑和存储器件提供了一个替代材料平台。
{"title":"Interface-tailored magnetoelectric coupling by Janus altermagnetic bilayer","authors":"Shengshi Li,&nbsp;Weixiao Ji,&nbsp;Changwen Zhang,&nbsp;Weixin Liu,&nbsp;Jianping Zhang,&nbsp;Yaping Wang,&nbsp;Wei Sun,&nbsp;Shishen Yan","doi":"10.1007/s11433-026-3033-7","DOIUrl":"10.1007/s11433-026-3033-7","url":null,"abstract":"<div><p>The pursuit of customizable magnetoelectric coupling in emerging altermagnets is significant for meeting diverse functional requirements in flexible, efficient, and low-power spintronic applications. However, a major challenge remains in simultaneously achieving switchable ferroelectric polarization and tunable magnetic order. Here, we propose that Janus altermagnetic bilayers offer a solution by enabling engineered control of magnetic order alongside intrinsic sliding ferroelectricity through Janus interface design. Using a Janus altermagnetic Mo<sub>2</sub>Cl<sub>3</sub>Br<sub>3</sub> bilayer as a prototype, we find that selective ClCl or BrBr interface configurations yield distinct magnetoelectric coupling phenomena. The ClCl interface bilayer exhibits interlayer antiferromagnetic coupling and sliding ferroelectricity, where ferroelectric polarization reversal switches the band spin splitting and the spin polarization of the spin currents, but leaves the magneto-optical Kerr signal unchanged. In contrast, the BrBr interface bilayer shows interlayer ferromagnetic coupling and sliding ferroelectricity, where the magneto-optical Kerr signal is reversible upon ferroelectric polarization switching, while the spin splitting remains fixed. The Janus interface design in this work establishes a universal paradigm for on-demand magnetoelectric control and provides an alternative material platform for developing advanced spintronic logic and memory devices.</p></div>","PeriodicalId":774,"journal":{"name":"Science China Physics, Mechanics & Astronomy","volume":"69 10","pages":""},"PeriodicalIF":7.2,"publicationDate":"2026-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148927915","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
High-gain multiband metasurface antennas driven by bound states in the continuum for extended millimeter-wave communications 用于扩展毫米波通信的连续介质束缚态驱动的高增益多波段超表面天线
IF 7.2 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-08-26 DOI: 10.1007/s11433-026-3032-6
Zhenxiong Li, Zhihui He, Yashan Huo, Xiongxiong Wu, Wei Cui, Zhimin Yang, Ye Zhao, Lei Zhang, Shasha Liang, Zhaoyang Liu, Kaiyan Xu, Zhancheng Li, Shuqi Chen

The stringent requirements for ultrahigh gain, programmable beamforming, and multiband coexistence in 5G/6G extended millimeter-wave communications are fundamentally constrained by the intrinsic bandwidth-gain trade-off of conventional metasurface antennas. Here, we propose a metasurface antenna that integrates bound states in the continuum (BICs) with aperture coupling to improve field confinement, radiation control, and impedance matching. By exploiting symmetry-protected and quasi-BIC resonances with suppressed radiation leakage, the proposed architecture enables selective resonance excitation and controllable energy localization across 20–42 GHz. Through geometric optimization of quasi-BIC meta-atoms and parametric tuning of coupling apertures, the radiating metasurface achieves an ultrahigh Q-factor of 2.1×106, yielding a simulated peak gain of 22.4 dBi at 25.7 GHz and a maximum measured gain of 18.1 dBi, together with significantly improved return-loss performance compared with conventional designs. The results show that the combination of symmetrical perturbation and aperture-mediated coupling provides an effective route to balancing gain, frequency selectivity, and multiband operation. This work offers a promising strategy for high-efficiency and frequency-agile antennas in future wireless communication and sensing systems.

5G/6G扩展毫米波通信中对超高增益、可编程波束形成和多频带共存的严格要求,从根本上受到传统超表面天线固有带宽增益权衡的限制。在这里,我们提出了一种集成连续介质束缚态(bic)和孔径耦合的超表面天线,以改善场约束、辐射控制和阻抗匹配。通过利用对称保护和准bic共振,抑制辐射泄漏,该架构实现了20-42 GHz范围内的选择性共振激发和可控能量定位。通过准bic元原子的几何优化和耦合孔径的参数调谐,该辐射超表面获得了超高的q因子2.1×106,在25.7 GHz处的模拟峰值增益为22.4 dBi,最大测量增益为18.1 dBi,同时与传统设计相比,回波损耗性能显著提高。结果表明,对称扰动和孔径介导耦合的结合为平衡增益、频率选择性和多波段工作提供了有效途径。这项工作为未来无线通信和传感系统中的高效率和频率敏捷天线提供了一种有前途的策略。
{"title":"High-gain multiband metasurface antennas driven by bound states in the continuum for extended millimeter-wave communications","authors":"Zhenxiong Li,&nbsp;Zhihui He,&nbsp;Yashan Huo,&nbsp;Xiongxiong Wu,&nbsp;Wei Cui,&nbsp;Zhimin Yang,&nbsp;Ye Zhao,&nbsp;Lei Zhang,&nbsp;Shasha Liang,&nbsp;Zhaoyang Liu,&nbsp;Kaiyan Xu,&nbsp;Zhancheng Li,&nbsp;Shuqi Chen","doi":"10.1007/s11433-026-3032-6","DOIUrl":"10.1007/s11433-026-3032-6","url":null,"abstract":"<div><p>The stringent requirements for ultrahigh gain, programmable beamforming, and multiband coexistence in 5G/6G extended millimeter-wave communications are fundamentally constrained by the intrinsic bandwidth-gain trade-off of conventional metasurface antennas. Here, we propose a metasurface antenna that integrates bound states in the continuum (BICs) with aperture coupling to improve field confinement, radiation control, and impedance matching. By exploiting symmetry-protected and quasi-BIC resonances with suppressed radiation leakage, the proposed architecture enables selective resonance excitation and controllable energy localization across 20–42 GHz. Through geometric optimization of quasi-BIC meta-atoms and parametric tuning of coupling apertures, the radiating metasurface achieves an ultrahigh <i>Q</i>-factor of 2.1×10<sup>6</sup>, yielding a simulated peak gain of 22.4 dBi at 25.7 GHz and a maximum measured gain of 18.1 dBi, together with significantly improved return-loss performance compared with conventional designs. The results show that the combination of symmetrical perturbation and aperture-mediated coupling provides an effective route to balancing gain, frequency selectivity, and multiband operation. This work offers a promising strategy for high-efficiency and frequency-agile antennas in future wireless communication and sensing systems.</p></div>","PeriodicalId":774,"journal":{"name":"Science China Physics, Mechanics & Astronomy","volume":"69 10","pages":""},"PeriodicalIF":7.2,"publicationDate":"2026-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148837568","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
Efficient screening of low liquidus Ti-based amorphous brazing filler metals via machine learning with limited experimental iteration 基于机器学习的低液相态钛基非晶钎焊填充金属的有效筛选
IF 7.2 1区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-08-26 DOI: 10.1007/s11433-026-3048-3
Xuhe Gong, Kaiyang Deng, Jiazi Bi, Peijing Tian, Weihong Zheng, Ran Li, Ruijuan Xiao

The conventional “trial-and-error” strategy for amorphous alloy composition development is inherently inefficient and resource-intensive, particularly in the context of complex multi-component systems where comprehensive phase diagrams are often unavailable. In this work, we introduce a machine learning (ML) driven iterative framework for the accelerated design of low-liquidus-temperature Ti-based amorphous alloys in multicomponent alloy systems. By targeting low-liquidus-temperature Ti-based alloys and selecting Cu as the key alloying element, we employ regression models to predict liquidus temperatures across 60 ternary and 11 quaternary systems. Through iterative incorporation of limited experimental feedback from prior prediction rounds, the model progressively improves its predictive accuracy and facilitates efficient identification of compositional regions associated with lower melting temperature. Using this framework, the optimal amorphous composition Ti60Cu11Ni19Zr10 is identified, exhibiting a low liquidus temperature of 1121 K. This methodology not only improves the reliability of the ML predictions with limited experimental iterations, but also provides a scalable and efficient paradigm for the future development of amorphous alloys with extensive design flexibility of properties.

传统的非晶合金成分开发的“试错”策略本质上是低效和资源密集型的,特别是在复杂的多组分系统中,通常无法获得全面的相图。在这项工作中,我们引入了一个机器学习(ML)驱动的迭代框架,用于加速设计多组分合金系统中的低液相温度ti基非晶合金。以低液相温度的ti基合金为目标,选择Cu作为关键合金元素,采用回归模型预测了60个三元体系和11个四元体系的液相温度。通过迭代整合来自先前预测轮的有限实验反馈,该模型逐步提高了预测精度,并有助于有效识别与较低熔化温度相关的成分区域。在此框架下,确定了Ti60Cu11Ni19Zr10的最佳非晶态成分,其液相温度为1121 K。该方法不仅在有限的实验迭代下提高了机器学习预测的可靠性,而且为具有广泛设计灵活性的非晶合金的未来发展提供了可扩展和高效的范例。
{"title":"Efficient screening of low liquidus Ti-based amorphous brazing filler metals via machine learning with limited experimental iteration","authors":"Xuhe Gong,&nbsp;Kaiyang Deng,&nbsp;Jiazi Bi,&nbsp;Peijing Tian,&nbsp;Weihong Zheng,&nbsp;Ran Li,&nbsp;Ruijuan Xiao","doi":"10.1007/s11433-026-3048-3","DOIUrl":"10.1007/s11433-026-3048-3","url":null,"abstract":"<div><p>The conventional “trial-and-error” strategy for amorphous alloy composition development is inherently inefficient and resource-intensive, particularly in the context of complex multi-component systems where comprehensive phase diagrams are often unavailable. In this work, we introduce a machine learning (ML) driven iterative framework for the accelerated design of low-liquidus-temperature Ti-based amorphous alloys in multicomponent alloy systems. By targeting low-liquidus-temperature Ti-based alloys and selecting Cu as the key alloying element, we employ regression models to predict liquidus temperatures across 60 ternary and 11 quaternary systems. Through iterative incorporation of limited experimental feedback from prior prediction rounds, the model progressively improves its predictive accuracy and facilitates efficient identification of compositional regions associated with lower melting temperature. Using this framework, the optimal amorphous composition Ti<sub>60</sub>Cu<sub>11</sub>Ni<sub>19</sub>Zr<sub>10</sub> is identified, exhibiting a low liquidus temperature of 1121 K. This methodology not only improves the reliability of the ML predictions with limited experimental iterations, but also provides a scalable and efficient paradigm for the future development of amorphous alloys with extensive design flexibility of properties.</p></div>","PeriodicalId":774,"journal":{"name":"Science China Physics, Mechanics & Astronomy","volume":"69 10","pages":""},"PeriodicalIF":7.2,"publicationDate":"2026-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148837669","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
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Science China Physics, Mechanics & Astronomy
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