In spinless systems, growing attention has recently been attracted to synthetic gauge fields, which redefine the fundamental crystal symmetries by utilizing the projective algebraic relation. Hitherto, synthetic gauge fields have been commonly investigated in single orbital systems, and explorations on hybrid orbitals remain elusive in acoustics. Here, we report the experimental observation of hybrid topological phases induced by hybrid synthetic gauge flux, which is formed by the interaction between p and d orbitals embedded in acoustic cavities. By breaking the translation symmetries of Lx and/or Ly, we unambiguously demonstrate the first-order Möbius edge states and higher-order corner states. This work establishes a platform for seeking exotic topological phases induced by hybrid-orbitals interactions and initializing the framework of hybrid-orbitals-related topological physics. Potential applications can be anticipated in scenarios such as high-quality sensing and robust wave trapping due to the stepwise energy distribution of the hybrid topological phase.
在无自旋系统中,合成量规场最近引起了越来越多的关注,它利用投影代数关系重新定义了基本晶体对称性。迄今为止,合成规规场通常在单轨道系统中进行研究,而对混合轨道的探索在声学中仍然是空白。在这里,我们报告了由混合合成量规通量诱导的混合拓扑相的实验观测结果。混合合成量规通量是由嵌入声腔的 p 和 d 轨道之间的相互作用形成的。通过打破 Lx 和/或 Ly 的平移对称性,我们明确地展示了一阶莫比乌斯边缘态和高阶角态。这项研究为寻找混合轨道相互作用诱导的奇异拓扑相建立了一个平台,并初步建立了与混合轨道相关的拓扑物理学框架。由于混合拓扑相的阶跃能量分布,可以预见其在高质量传感和稳健波捕获等场景中的潜在应用。
{"title":"Observation of acoustic hybrid topological phases induced by the p-d orbital interactions","authors":"Xiao Xiang, Feng Gao, Yu-Gui Peng, Peng Wu, Zong-Lin Li, Xue-Feng Zhu","doi":"10.1007/s11433-024-2503-0","DOIUrl":"10.1007/s11433-024-2503-0","url":null,"abstract":"<div><p>In spinless systems, growing attention has recently been attracted to synthetic gauge fields, which redefine the fundamental crystal symmetries by utilizing the projective algebraic relation. Hitherto, synthetic gauge fields have been commonly investigated in single orbital systems, and explorations on hybrid orbitals remain elusive in acoustics. Here, we report the experimental observation of hybrid topological phases induced by hybrid synthetic gauge flux, which is formed by the interaction between <i>p</i> and <i>d</i> orbitals embedded in acoustic cavities. By breaking the translation symmetries of <i>L</i><sub><i>x</i></sub> and/or <i>L</i><sub><i>y</i></sub>, we unambiguously demonstrate the first-order Möbius edge states and higher-order corner states. This work establishes a platform for seeking exotic topological phases induced by hybrid-orbitals interactions and initializing the framework of hybrid-orbitals-related topological physics. Potential applications can be anticipated in scenarios such as high-quality sensing and robust wave trapping due to the stepwise energy distribution of the hybrid topological phase.</p></div>","PeriodicalId":774,"journal":{"name":"Science China Physics, Mechanics & Astronomy","volume":"68 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142636956","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}
Pub Date : 2024-11-08DOI: 10.1007/s11433-024-2520-9
Junjie Qi, Chui-Zhen Chen, Juntao Song, Jie Liu, Ke He, Qing-Feng Sun, X. C. Xie
The interplay between novel topological states and superconductivity has garnered substantial interest due to its potential for topological quantum computing. The Josephson effect serves as a useful probe for edge superconductivity in these hybrid topological materials. In Josephson junctions based on topological materials, supercurrents exhibit unique quantum interference patterns, including the conventional Fraunhofer oscillations, the Φ0-periodic oscillation, and the 2Φ0-periodic oscillation in response to the external magnetic field (Φ0 = h/2e is the flux quantum, h the Planck constant, and e the electron charge). These interference patterns stem from varied Andreev reflection mechanisms and the associated current density profiles. This review seeks to comprehensively examine the theoretical and experimental advancements in understanding the quantum interference patterns of edge supercurrents in Josephson junctions based on quantum spin Hall, quantum Hall, and quantum anomalous Hall systems.
{"title":"Edge supercurrent in Josephson junctions based on topological materials","authors":"Junjie Qi, Chui-Zhen Chen, Juntao Song, Jie Liu, Ke He, Qing-Feng Sun, X. C. Xie","doi":"10.1007/s11433-024-2520-9","DOIUrl":"10.1007/s11433-024-2520-9","url":null,"abstract":"<div><p>The interplay between novel topological states and superconductivity has garnered substantial interest due to its potential for topological quantum computing. The Josephson effect serves as a useful probe for edge superconductivity in these hybrid topological materials. In Josephson junctions based on topological materials, supercurrents exhibit unique quantum interference patterns, including the conventional Fraunhofer oscillations, the Φ<sub>0</sub>-periodic oscillation, and the 2Φ<sub>0</sub>-periodic oscillation in response to the external magnetic field (Φ<sub>0</sub> = <i>h</i>/2<i>e</i> is the flux quantum, <i>h</i> the Planck constant, and <i>e</i> the electron charge). These interference patterns stem from varied Andreev reflection mechanisms and the associated current density profiles. This review seeks to comprehensively examine the theoretical and experimental advancements in understanding the quantum interference patterns of edge supercurrents in Josephson junctions based on quantum spin Hall, quantum Hall, and quantum anomalous Hall systems.</p></div>","PeriodicalId":774,"journal":{"name":"Science China Physics, Mechanics & Astronomy","volume":"68 2","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142636884","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}
Pub Date : 2024-11-08DOI: 10.1007/s11433-024-2496-9
Lujun Huang, Bin Jia, Artem S. Pilipchuk, Sibo Huang, Chen Shen, Almas F. Sadreev, Yong Li, Andrey E. Miroshnichenko
Bound states in the continuum (BICs) are perfectly localized resonances despite embedding in the continuum spectrum. However, an isolated BIC is very sensitive to the structure perturbation. Here, we report merging acoustic BICs in a single open resonator, robust against the structure perturbation. We find that both symmetry-protected BIC and Friedrich-Wintgen BIC are sustained in a single coupled waveguide-resonator system. By varying the height and length of the resonator, these two BICs move toward each other and merge into a single one at a critical dimension. Compared to an individual BIC, the merged BIC is robust against fabrication error because its Q-factor is proportional to ΔL−4, where ΔL embodies the structure perturbation. The essence of this extraordinary phenomenon is perfectly explained by the two- and three-level approximations of the effective non-Hermitian Hamiltonian. Finally, we present direct experimental demonstrations of the moving and merging of BICs in a coupled 3D waveguide-resonator, which are evidenced by the vanishing of the linewidth of Fano resonance in the transmission spectra. Our results may find exciting applications in designing high-quality acoustic sources, sensors and filters.
{"title":"Merging bound states in the continuum in an open acoustic resonator","authors":"Lujun Huang, Bin Jia, Artem S. Pilipchuk, Sibo Huang, Chen Shen, Almas F. Sadreev, Yong Li, Andrey E. Miroshnichenko","doi":"10.1007/s11433-024-2496-9","DOIUrl":"10.1007/s11433-024-2496-9","url":null,"abstract":"<div><p>Bound states in the continuum (BICs) are perfectly localized resonances despite embedding in the continuum spectrum. However, an isolated BIC is very sensitive to the structure perturbation. Here, we report merging acoustic BICs in a single open resonator, robust against the structure perturbation. We find that both symmetry-protected BIC and Friedrich-Wintgen BIC are sustained in a single coupled waveguide-resonator system. By varying the height and length of the resonator, these two BICs move toward each other and merge into a single one at a critical dimension. Compared to an individual BIC, the merged BIC is robust against fabrication error because its Q-factor is proportional to Δ<i>L</i><sup>−4</sup>, where Δ<i>L</i> embodies the structure perturbation. The essence of this extraordinary phenomenon is perfectly explained by the two- and three-level approximations of the effective non-Hermitian Hamiltonian. Finally, we present direct experimental demonstrations of the moving and merging of BICs in a coupled 3D waveguide-resonator, which are evidenced by the vanishing of the linewidth of Fano resonance in the transmission spectra. Our results may find exciting applications in designing high-quality acoustic sources, sensors and filters.</p></div>","PeriodicalId":774,"journal":{"name":"Science China Physics, Mechanics & Astronomy","volume":"68 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142600809","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}
Pub Date : 2024-11-08DOI: 10.1007/s11433-024-2510-x
Xiang-Qun Fu, Hong-Wei Li, Jian-Hong Shi, Tan Li, Wan-Su Bao
With the development of quantum computing technology, quantum public-key cryptography is gradually becoming an alternative to the existing classical public-key cryptography. This paper designs a quantum trapdoor one-way function via EPR pairs and quantum measurements. Based on this, a new quantum public-key cryptosystem is presented, which offers forward security, and can resist the chosen-plaintext attack and chosen-ciphertext attack. Compared with the existing quantum public-key cryptos, eavesdropping can be automatically detected in this new quantum public-key cryptosystem under a necessary condition, which is also detailed in the paper.
{"title":"Quantum public-key crypto via EPR pairs","authors":"Xiang-Qun Fu, Hong-Wei Li, Jian-Hong Shi, Tan Li, Wan-Su Bao","doi":"10.1007/s11433-024-2510-x","DOIUrl":"10.1007/s11433-024-2510-x","url":null,"abstract":"<div><p>With the development of quantum computing technology, quantum public-key cryptography is gradually becoming an alternative to the existing classical public-key cryptography. This paper designs a quantum trapdoor one-way function via EPR pairs and quantum measurements. Based on this, a new quantum public-key cryptosystem is presented, which offers forward security, and can resist the chosen-plaintext attack and chosen-ciphertext attack. Compared with the existing quantum public-key cryptos, eavesdropping can be automatically detected in this new quantum public-key cryptosystem under a necessary condition, which is also detailed in the paper.</p></div>","PeriodicalId":774,"journal":{"name":"Science China Physics, Mechanics & Astronomy","volume":"68 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142600810","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}
Pub Date : 2024-11-08DOI: 10.1007/s11433-024-2528-8
Lu Huang, Shao-Jiang Wang, Wang-Wei Yu
The standard model of modern cosmology might be cracked by the recent persistent hot debate on the Hubble-constant (H0) tension, which manifests itself as the sound-horizon (rs) tension or absolute-magnitude (MB) tension if deeming the origin of the Hubble tension from modifying the early or late Universe, respectively. In this study, we achieve a fully model-independent constraint (fitting a model-independent global parameterization to a model-independent inverse distant ladder with a model-independent high-redshift calibration) on late-time models with strong evidence against homogeneous new physics over the Λ-cold-dark-matter (ΛCDM) model. Further using this model-independent constraint to calibrate sufficiently local supernovae with corresponding late-time models extrapolated below the homogeneity scale, we find surprisingly that, although both H0 tension and MB tension are absent in our local Universe, a combination of H0 and MB as the intercept aB of the magnitude-redshift relation exhibits 3 ∼ 7σ tension even for the ΛCDM model. This aB tension seems to call for local-scale inhomogeneous new physics disguised as local observational systematics.
现代宇宙学的标准模型可能会被最近持续热议的哈勃常数(H0)张力所破解,如果认为哈勃张力的起源分别来自于对早期宇宙或晚期宇宙的修正,那么哈勃张力就会表现为声水平(rs)张力或绝对级(MB)张力。在这项研究中,我们在晚期模型上实现了完全独立于模型的约束(将独立于模型的全局参数化拟合到独立于模型的反远梯上,并进行独立于模型的高红移校准),有力地证明了Λ-冷-暗物质(ΛCDM)模型不存在同质新物理。利用这个与模型无关的约束条件,我们进一步校准了足够大的本地超新星与相应的外推到同质尺度以下的晚期模型,我们惊奇地发现,尽管在我们的本地宇宙中不存在H0张力和MB张力,但H0和MB的组合作为幅度-红移关系的截距aB,即使对ΛCDM模型来说,也表现出3∼7σ的张力。这种 aB 张力似乎需要局部尺度的不均匀新物理学来伪装成局部观测系统学。
{"title":"No-go guide for the Hubble tension: Late-time or local-scale new physics","authors":"Lu Huang, Shao-Jiang Wang, Wang-Wei Yu","doi":"10.1007/s11433-024-2528-8","DOIUrl":"10.1007/s11433-024-2528-8","url":null,"abstract":"<div><p>The standard model of modern cosmology might be cracked by the recent persistent hot debate on the Hubble-constant (<i>H</i><sub>0</sub>) tension, which manifests itself as the sound-horizon (<i>r</i><sub><i>s</i></sub>) tension or absolute-magnitude (<i>M</i><sub><i>B</i></sub>) tension if deeming the origin of the Hubble tension from modifying the early or late Universe, respectively. In this study, we achieve a fully model-independent constraint (fitting a model-independent global parameterization to a model-independent inverse distant ladder with a model-independent high-redshift calibration) on late-time models with strong evidence against homogeneous new physics over the Λ-cold-dark-matter (ΛCDM) model. Further using this model-independent constraint to calibrate sufficiently local supernovae with corresponding late-time models extrapolated below the homogeneity scale, we find surprisingly that, although both <i>H</i><sub>0</sub> tension and <i>M</i><sub><i>B</i></sub> tension are absent in our local Universe, a combination of <i>H</i><sub>0</sub> and <i>M</i><sub><i>B</i></sub> as the intercept <i>a</i><sub><i>B</i></sub> of the magnitude-redshift relation exhibits 3 ∼ 7<i>σ</i> tension even for the ΛCDM model. This <i>a</i><sub><i>B</i></sub> tension seems to call for local-scale inhomogeneous new physics disguised as local observational systematics.</p></div>","PeriodicalId":774,"journal":{"name":"Science China Physics, Mechanics & Astronomy","volume":"68 2","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142598902","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}
Particle accelerators play a critical role in modern scientific research. However, existing manual beam control methods heavily rely on experienced operators, leading to significant time consumption and potential challenges in managing next-generation accelerators characterized by higher beam current and stronger nonlinear properties. In this paper, we establish a dynamical foundation for designing the online adaptive controller of accelerators using machine learning. This provides a guarantee for dynamic controllability for a class of scientific instruments whose dynamics are described by spatial-temporal equations of motion but only part variables along the instruments under steady states are available. The necessity of using historical time series of beam diagnostic data is emphasised. Key strategies involve also employing a well-established virtual beamline of accelerators, by which various beam calibration scenarios that actual accelerators may encounter are produced. Then the reinforcement learning algorithm is adopted to train the controller with the interaction to the virtual beamline. Finally, the controller is seamlessly transitioned to real ion accelerators, enabling efficient online adaptive control and maintenance. Notably, the controller demonstrates significant robustness, effectively managing beams with diverse charge mass ratios without requiring retraining. Such a controller allows us to achieve the global control within the entire superconducting section of the China Accelerator Facility for Superheavy Elements.
{"title":"Machine learning for online control of particle accelerators","authors":"Xiaolong Chen, Zhijun Wang, Yuan He, Hong Zhao, Chunguang Su, Shuhui Liu, Weilong Chen, Xiaoying Zhao, Xin Qi, Kunxiang Sun, Chao Jin, Yimeng Chu, Hongwei Zhao","doi":"10.1007/s11433-024-2492-5","DOIUrl":"10.1007/s11433-024-2492-5","url":null,"abstract":"<div><p>Particle accelerators play a critical role in modern scientific research. However, existing manual beam control methods heavily rely on experienced operators, leading to significant time consumption and potential challenges in managing next-generation accelerators characterized by higher beam current and stronger nonlinear properties. In this paper, we establish a dynamical foundation for designing the online adaptive controller of accelerators using machine learning. This provides a guarantee for dynamic controllability for a class of scientific instruments whose dynamics are described by spatial-temporal equations of motion but only part variables along the instruments under steady states are available. The necessity of using historical time series of beam diagnostic data is emphasised. Key strategies involve also employing a well-established virtual beamline of accelerators, by which various beam calibration scenarios that actual accelerators may encounter are produced. Then the reinforcement learning algorithm is adopted to train the controller with the interaction to the virtual beamline. Finally, the controller is seamlessly transitioned to real ion accelerators, enabling efficient online adaptive control and maintenance. Notably, the controller demonstrates significant robustness, effectively managing beams with diverse charge mass ratios without requiring retraining. Such a controller allows us to achieve the global control within the entire superconducting section of the China Accelerator Facility for Superheavy Elements.</p></div>","PeriodicalId":774,"journal":{"name":"Science China Physics, Mechanics & Astronomy","volume":"68 2","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142596009","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}
Pub Date : 2024-11-06DOI: 10.1007/s11433-024-2515-9
Guo-Fu Xu
Nonadiabatic holonomic quantum computers serve as the physical platform for nonadiabatic holonomic quantum computation. As quantum computation has entered the noisy intermediate-scale era, building accurate intermediate-scale nonadiabatic holonomic quantum computers is clearly necessary. Given that measurements are the sole means of extracting information, they play an indispensable role in nonadiabatic holonomic quantum computers. Accordingly, developing methods to reduce measurement errors in nonadiabatic holonomic quantum computers is of great importance. However, while much attention has been given to the research on nonadiabatic holonomic gates, the research on reducing measurement errors in nonadiabatic holonomic quantum computers is severely lacking. In this study, we propose a measurement error reduction method tailored for intermediate-scale nonadiabatic holonomic quantum computers. The reason we say this is because our method can not only reduce the measurement errors in the computer but also be useful in mitigating errors originating from nonadiabatic holonomic gates. Given these features, our method significantly advances the construction of accurate intermediate-scale nonadiabatic holonomic quantum computers.
{"title":"Reducing the measurement errors in nonadiabatic holonomic quantum computers","authors":"Guo-Fu Xu","doi":"10.1007/s11433-024-2515-9","DOIUrl":"10.1007/s11433-024-2515-9","url":null,"abstract":"<div><p>Nonadiabatic holonomic quantum computers serve as the physical platform for nonadiabatic holonomic quantum computation. As quantum computation has entered the noisy intermediate-scale era, building accurate intermediate-scale nonadiabatic holonomic quantum computers is clearly necessary. Given that measurements are the sole means of extracting information, they play an indispensable role in nonadiabatic holonomic quantum computers. Accordingly, developing methods to reduce measurement errors in nonadiabatic holonomic quantum computers is of great importance. However, while much attention has been given to the research on nonadiabatic holonomic gates, the research on reducing measurement errors in nonadiabatic holonomic quantum computers is severely lacking. In this study, we propose a measurement error reduction method tailored for intermediate-scale nonadiabatic holonomic quantum computers. The reason we say this is because our method can not only reduce the measurement errors in the computer but also be useful in mitigating errors originating from nonadiabatic holonomic gates. Given these features, our method significantly advances the construction of accurate intermediate-scale nonadiabatic holonomic quantum computers.</p></div>","PeriodicalId":774,"journal":{"name":"Science China Physics, Mechanics & Astronomy","volume":"68 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142595540","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}
Pub Date : 2024-11-06DOI: 10.1007/s11433-024-2499-9
Yan-Heng Yu, Sai Wang
Silk damping is well known in the study of cosmic microwave background (CMB) and accounts for suppression of the angular power spectrum of CMB on large angular multipoles. In this article, we study the effect of Silk damping on the scalar-induced gravitational waves (SIGWs). Resulting from the dissipation of cosmic fluid, the Silk damping notably suppresses the energy-density spectrum of SIGWs on scales comparable to a diffusion scale at the decoupling time of weakly-interacting particles. The effect offers a novel observable for probing the underlying particle interaction, especially for those mediated by heavy gauge bosons beyond the standard model of particles. We anticipate that pulsar timing arrays are sensitive to gauge bosons with mass ∼ 103–104 GeV, while space- and ground-based interferometers to those with mass ∼ 107–1012 GeV, leading to essential complements to on-going and future experiments of high-energy physics.
{"title":"Silk damping in scalar-induced gravitational waves: a novel probe for new physics","authors":"Yan-Heng Yu, Sai Wang","doi":"10.1007/s11433-024-2499-9","DOIUrl":"10.1007/s11433-024-2499-9","url":null,"abstract":"<div><p>Silk damping is well known in the study of cosmic microwave background (CMB) and accounts for suppression of the angular power spectrum of CMB on large angular multipoles. In this article, we study the effect of Silk damping on the scalar-induced gravitational waves (SIGWs). Resulting from the dissipation of cosmic fluid, the Silk damping notably suppresses the energy-density spectrum of SIGWs on scales comparable to a diffusion scale at the decoupling time of weakly-interacting particles. The effect offers a novel observable for probing the underlying particle interaction, especially for those mediated by heavy gauge bosons beyond the standard model of particles. We anticipate that pulsar timing arrays are sensitive to gauge bosons with mass ∼ 10<sup>3</sup>–10<sup>4</sup> GeV, while space- and ground-based interferometers to those with mass ∼ 10<sup>7</sup>–10<sup>12</sup> GeV, leading to essential complements to on-going and future experiments of high-energy physics.</p></div>","PeriodicalId":774,"journal":{"name":"Science China Physics, Mechanics & Astronomy","volume":"68 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142595539","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}
Pub Date : 2024-11-06DOI: 10.1007/s11433-024-2488-5
Lu Liu, Xingyu Wu, Lufan Zhang, Chuan Wang
The multi-class classification of images is a pivotal challenge within the realm of image processing. As the volume of visual data continues to expand, there is a burgeoning interest in harnessing the unique capabilities of quantum computation to augment the efficiency of classification tasks. However, many existing methods for training quantum image multi-classifiers parallel classical machine learning techniques, where the requisite circuit measurements increase linearly with the volume of training data. This work introduces a novel approach for training a quantum image multi-classifier based on the quantum search algorithm. We have meticulously conducted rigorous experiments on a handwritten digit dataset, a classic benchmark in the field. The results have been meticulously compared with previous works, and the comparative analysis not only validates the efficiency of our proposed approach, requiring only O(N/b) measurements during training, but also highlights a significant quadratic speedup of the algorithm.
{"title":"A quantum-search-based multi-classifier for image recognition","authors":"Lu Liu, Xingyu Wu, Lufan Zhang, Chuan Wang","doi":"10.1007/s11433-024-2488-5","DOIUrl":"10.1007/s11433-024-2488-5","url":null,"abstract":"<div><p>The multi-class classification of images is a pivotal challenge within the realm of image processing. As the volume of visual data continues to expand, there is a burgeoning interest in harnessing the unique capabilities of quantum computation to augment the efficiency of classification tasks. However, many existing methods for training quantum image multi-classifiers parallel classical machine learning techniques, where the requisite circuit measurements increase linearly with the volume of training data. This work introduces a novel approach for training a quantum image multi-classifier based on the quantum search algorithm. We have meticulously conducted rigorous experiments on a handwritten digit dataset, a classic benchmark in the field. The results have been meticulously compared with previous works, and the comparative analysis not only validates the efficiency of our proposed approach, requiring only <i>O</i>(<i>N</i>/<i>b</i>) measurements during training, but also highlights a significant quadratic speedup of the algorithm.</p></div>","PeriodicalId":774,"journal":{"name":"Science China Physics, Mechanics & Astronomy","volume":"68 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142595541","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}
Diverse wrinkling patterns can occur on curved bilayer systems under differential growth or expansion. In such systems, stress anisotropy is frequently encountered, and the coupling effect of curvature and stress anisotropy on the pattern evolution remains largely unexplored. In this study, we investigate the evolution of wrinkling patterns on a cylinder core-shell system with stress anisotropy leveraging both theoretical analysis and finite element simulations. Critical buckling analysis has identified three distinct critical buckling modes regulated by the stress anisotropy, i.e., axial sinusoidal mode, checkerboard mode, and circumferential sinusoidal mode. Our finite element simulations, along with post-buckling analysis, reveal seven distinct evolutionary paths stemming from the three critical buckling modes. We present phase diagrams for both the critical buckling modes and their evolutionary paths, which are determined by dimensionless curvature and stress anisotropy. Our results not only expand the theoretical research on surface wrinkling of a core-shell soft cylinder but also introduce stress anisotropy as a significant parameter for regulating the wrinkling patterns and their evolutionary paths in curved bilayer systems. The revelation of a multitude of wrinkling patterns and their evolutionary pathways holds great potential for advancing applications that leverage tunable wrinkle surfaces.
{"title":"Stress anisotropy regulated wrinkling pattern evolution on a core-shell soft cylinder","authors":"Yan Zhao, Zhipan Jie, Yilong Zhang, Guo-Yang Li, Yanping Cao, Chao Jiang","doi":"10.1007/s11433-024-2517-x","DOIUrl":"10.1007/s11433-024-2517-x","url":null,"abstract":"<div><p>Diverse wrinkling patterns can occur on curved bilayer systems under differential growth or expansion. In such systems, stress anisotropy is frequently encountered, and the coupling effect of curvature and stress anisotropy on the pattern evolution remains largely unexplored. In this study, we investigate the evolution of wrinkling patterns on a cylinder core-shell system with stress anisotropy leveraging both theoretical analysis and finite element simulations. Critical buckling analysis has identified three distinct critical buckling modes regulated by the stress anisotropy, i.e., axial sinusoidal mode, checkerboard mode, and circumferential sinusoidal mode. Our finite element simulations, along with post-buckling analysis, reveal seven distinct evolutionary paths stemming from the three critical buckling modes. We present phase diagrams for both the critical buckling modes and their evolutionary paths, which are determined by dimensionless curvature and stress anisotropy. Our results not only expand the theoretical research on surface wrinkling of a core-shell soft cylinder but also introduce stress anisotropy as a significant parameter for regulating the wrinkling patterns and their evolutionary paths in curved bilayer systems. The revelation of a multitude of wrinkling patterns and their evolutionary pathways holds great potential for advancing applications that leverage tunable wrinkle surfaces.</p></div>","PeriodicalId":774,"journal":{"name":"Science China Physics, Mechanics & Astronomy","volume":"68 2","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142595447","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}