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Various current-dependent intersystem crossing and reverse intersystem crossing processes induced by different charge balances in exciplex-based OLEDs 不同电荷平衡诱导的不同电流依赖系统间交叉和反向系统间交叉过程
IF 1 4区 物理与天体物理 Q3 Physics and Astronomy Pub Date : 2023-01-01 DOI: 10.7498/aps.72.20230765
Zhao Xi, Chen Jing, Peng Teng, Liu Jun-Hong, Wang bo, Chen Xiao-Li, Xiong Zu-Hong
Intersystem crossing (ISC) and reverse ISC (RISC) between singlet and triplet polaron-pair and exciplex states are important spin-mixing processes in exciplex-based organic light-emitting diodes (EB-OLEDs). These two processes usually show normal current dependencies which weaken with increasing the bias-current. This is because the increase in the bias-current is realized by improving the device bias-voltage. When the bias-voltage rises, the electric field within the device enhances, which facilitates the electric-field-induced dissociation of polaron-pair and exciplex states and then reduces their lifetime. That is, less polaron-pair and exciplex states participate in the ISC and RISC processes leading to the reduction of these two processes. Here, magneto-electroluminescence (MEL) is used as a fingerprint probing tool to observe various current-dependent ISC and RISC processes in EB-OLEDs with different charge balances via modifying the device hole-injection layer. Interestingly, current-dependent MEL traces of the unbalanced device display a conversion from normal ISC (1-25 mA) to abnormal ISC (25-200 mA) processes, whereas those of the balanced device show conversions from normal ISC (1-5 mA) to abnormal RISC (10-50 mA) and then to normal RISC (50-150 mA) and finally to abnormal ISC (200-300 mA) processes. By fitting and decomposing the current-dependent MEL traces of the unbalanced and balanced devices, we find that the ISC and RISC processes in these two devices first enhance but then weaken as the bias-current increases. These non-monotonic current-dependent ISC and RISC processes are attributed to the competition between the increased number and the reduced lifetime of polaron-pair and exciplex states during improving the bias-current. Furthermore, the RISC process in the balanced device is stronger than that in the unbalanced device. This is because the balanced carrier injection can facilitate the formation of triplet exciplex states and weaken the triplet-charge annihilation (TQA) process between triplet exciplex states and excessive charge carriers, which leads to the increased number of triplet exciplex states. That is, more triplet exciplex states can convert into singlet exciplex states through the RISC process, causing a higher external quantum efficiency of the balanced device than that of the unbalanced device. Obviously, this work not only deepens the understandings of current-dependent ISC and RISC processes in EB-OLEDs, but also provides insights of device physics for designing and fabricating high-efficiency EB-OLEDs.
单线态和三重态极化子对与激复态之间的系统间交叉(ISC)和反向激复态交叉(RISC)是激复态有机发光二极管(ib - oled)中重要的自旋混合过程。这两个过程通常表现出正常的电流依赖性,随着偏置电流的增加而减弱。这是因为偏置电流的增加是通过提高器件偏置电压来实现的。当偏置电压升高时,器件内电场增强,促进了极化子对和激复态的电场诱导解离,从而缩短了它们的寿命。也就是说,参与ISC和RISC过程的极化子对和外络合物态减少,导致这两个过程的减少。本文利用磁电致发光(MEL)作为指纹探测工具,通过修改器件的空穴注入层,观察了具有不同电荷平衡的eb - oled中各种电流依赖的ISC和RISC过程。有趣的是,不平衡器件的电流依赖MEL迹线显示从正常ISC (1-25 mA)到异常ISC (25-200 mA)过程的转换,而平衡器件的迹线显示从正常ISC (1-5 mA)到异常RISC (10-50 mA),然后到正常RISC (50-150 mA),最后到异常ISC (200-300 mA)过程的转换。通过拟合和分解不平衡和平衡器件的电流相关MEL迹线,我们发现随着偏置电流的增加,这两种器件中的ISC和RISC过程先增强后减弱。这些非单调的电流依赖性ISC和RISC过程归因于在提高偏置电流过程中极化子对和激复态的数量增加和寿命减少之间的竞争。此外,平衡装置中的RISC工艺比不平衡装置中的RISC工艺更强。这是因为平衡载流子注入可以促进三重态外复态的形成,减弱三重态外复态与过量载流子之间的三重电荷湮灭(triple -charge湮灭,TQA)过程,导致三重态外复态的数量增加。即通过RISC工艺可以将更多的三重态外工态转换为单重态外工态,使得平衡器件的外部量子效率高于非平衡器件。显然,这项工作不仅加深了对eb - oled中电流依赖的ISC和RISC工艺的理解,而且为设计和制造高效eb - oled提供了器件物理学的见解。
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引用次数: 0
Isospin polarized Chern insulator state of C=4 in twisted double bilayer graphene 双扭双层石墨烯中C=4的同位旋极化陈氏绝缘子态
IF 1 4区 物理与天体物理 Q3 Physics and Astronomy Pub Date : 2023-01-01 DOI: 10.7498/aps.72.20230497
Liu Yi-Jun, Chen Yi-Wei, Zhu Yu-Jian, Huang Yan, An Dong-Dong, Li Qing-Xin, Gan Qi-Kang, Zhu Wang, Song Jun-Wei, Wang Kai-Yuan, Wei Ling-Nan, Zong Qi-Jun, Liu Shuo-Han, Li Shi-Wei, Liu Zhi, Zhang Qi, Xu Ying-Hai, Cao Xin-Yu, Yang Ao, Wang Hao-Lin, Yang Bing, Andy Shen, Yu Ge-Liang, Wang Lei
Flat band with nearly zero dispersion can be engineered by twisting van der Waals materials relative to each other, and lead to a series of strongly correlated states, for example unconventional superconductivity, correlated insulating state, orbital magnetism. The bandwidth and topological property of electronic band structure in twisted double bilayer graphene is tunable by an external displacement field. This system could be an excellent quantum simulator to study the interplay between topological phase transition and strong electron correlation. Theoretical calculation shows that the broken of C2x symmetry in TDBG by an electric displacement field leads to finite Chern numbers at the lowest conduction and valence band near charge neutrality. Hence Chern insulator may emergent from this topological non-trivial flat band under strong electron interaction. Here, we observe Chern insulator state with Chern number 4 at filling factor v=1 under small magnetic fields on twisted double bilayer graphene with twist angle 1.48°. Moreover, the longitudinal resistance shows a peak under a parallel magnetic field and increases temperature and field, that is analogous to the Pomeranchuk effect in 3He. This phenomenon indicates that Chern insulator at v=1 may originate from isospin polarization.
通过对范德华材料的相互扭曲,可以设计出色散接近于零的平带,并导致一系列强相关态,如非常规超导态、相关绝缘态、轨道磁性等。双双层石墨烯中电子能带结构的带宽和拓扑性质可通过外部位移场进行调节。该系统可作为研究拓扑相变与强电子相关之间相互作用的良好量子模拟器。理论计算表明,电位移场对TDBG中C2x对称性的破坏导致了最低导电性和接近电荷中性的价带的陈恩数有限。因此,在强电子相互作用下,陈氏绝缘子可能从该拓扑非平凡平面带中涌现出来。本文在扭转角为1.48°的双双层石墨烯上,观察了在小磁场作用下,填充因子v=1时,陈氏4号的陈氏绝缘子状态。同时,纵向电阻在平行磁场下出现峰值,温度和磁场均增加,这与3He中的波美拉丘克效应类似。这一现象表明,v=1处的陈氏绝缘子可能来自同位旋极化。
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引用次数: 0
The Research On Time-space United Coding Spread Spectrum Single Photon Counting Imaging Method 时空联合编码扩频单光子计数成像方法研究
IF 1 4区 物理与天体物理 Q3 Physics and Astronomy Pub Date : 2023-01-01 DOI: 10.7498/aps.72.20221438
Shanshan Shen, Guo Hua Gu, Chen Qian, He Rui qing, Cao qing qing
In this paper, we demonstrate a new imaging architecture called time-space united coding spread spectrum single photon counting imaging technique by combining the space coding based single-pixel imaging technology and spread spectrum time coding based scanning imaging technology. This method has the advantages of avoiding range ambiguity and large time bandwidth product. Under the interference of noise this method can accurately restore depth images. In this paper, the time-space united correlation nonlinear detection model based on single photon detection, forward imaging model and Signal-to-Noise Ratio model is derived, and the depth image is restored by convex optimization inversion algorithm. The theoretical model and simulation experiments show that, compared with the traditional single pixel imaging method based on spatial coding, this method improves the quality of scene reconstruction. Using m-sequence as time coding,imaging has higher noise robustness. In addition, compared with the traditional space coding single pixel imaging technology, the imaging mean square error of the proposed method is reduced by 5 times and the imaging mean squared error is reduced by 10 times after introducing the second correlated method. The proposed imaging architecture in this paper may provide a new path for non-scanning lidar imaging methods.
本文将基于空间编码的单像素成像技术与基于扩频时间编码的扫描成像技术相结合,提出了一种新的成像体系结构——时空联合编码扩频单光子计数成像技术。该方法具有避免距离模糊和时间带宽积大的优点。在噪声干扰下,该方法能准确地恢复深度图像。本文推导了基于单光子探测、正演成像模型和信噪比模型的时空联合相关非线性探测模型,并采用凸优化反演算法恢复深度图像。理论模型和仿真实验表明,与传统的基于空间编码的单像素成像方法相比,该方法提高了场景重建的质量。采用m序列作为时间编码,成像具有更高的噪声鲁棒性。此外,与传统的空间编码单像素成像技术相比,引入二次相关方法后,该方法的成像均方误差减小了5倍,成像均方误差减小了10倍。本文提出的成像结构为非扫描激光雷达成像方法提供了一条新的途径。
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引用次数: 0
The Whitham Modulation Theory of Defocusing Nonlinear Schrödinger Equation and the Classification and Evolutions of Solutions With Initial Discontinuity 散焦非线性Schrödinger方程的Whitham调制理论及初始不连续解的分类与演化
IF 1 4区 物理与天体物理 Q3 Physics and Astronomy Pub Date : 2023-01-01 DOI: 10.7498/aps.72.20230172
Gong Rui-Zhi, Wang Deng-Shan
Since the Whitham modulation theory was first proposed in 1965, it has been widely concerned because of its superiority in studying dispersive fluid dynamics and dealing with discontinuous initial value problems. In this paper, the Whitham modulation theory of the defocusing nonlinear Schrödinger equation is developed, the classification and evolution of the solutions of discontinuous initial value problem are studied. Moreover, the region of dispersive shock wave, the region rarefaction wave, the region of unmodulated wave and the plateau region are distinguished. Particularly, the correctness of the results is verified by direct numerical simulation. Specifically, the solutions of 0-phase and 1-phase and their corresponding Whitham equations are derived by the finite gap integration method. Also the Whitham equation of genus N corresponding to the N-phase periodic wave solution is derived. The basic structures of rarefaction wave and dispersive shock wave are given, in which the boundaries of the regions are calculated in detail. The Riemann invariants and density distributions of dispersive fluids in each case are discussed. When the initial value is fixed as a special one, the vacuum point is considered and analyzed in detail. In addition, the oscillating front and the soliton front in the dispersive shock wave are considered. In fact, the Whitham modulation theory has many wonderful applications in real physics and engineering. The dam problem is investigated as a special Riemann problem, the piston problem of dispersive fluid is analyzed, and the novel undular bores are found.
自1965年Whitham调制理论首次提出以来,由于其在研究色散流体力学和处理不连续初值问题方面的优越性而受到广泛关注。本文建立了离焦非线性Schrödinger方程的Whitham调制理论,研究了不连续初值问题解的分类和进化。并区分了色散激波区、稀疏波区、未调制波区和高原区。通过直接数值模拟验证了结果的正确性。具体地说,用有限间隙积分法推导了0相和1相的解及其对应的Whitham方程。并推导了N相周期波解对应的惠瑟姆方程。给出了稀疏波和色散激波的基本结构,并详细计算了区域边界。讨论了每种情况下色散流体的黎曼不变量和密度分布。当初始值固定为特殊值时,对真空点进行了详细的考虑和分析。此外,还考虑了色散激波中的振荡锋和孤子锋。实际上,惠瑟姆调制理论在实际物理和工程中有许多奇妙的应用。将大坝问题作为一个特殊的黎曼问题来研究,分析了弥散流体的活塞问题,发现了新的波纹孔。
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引用次数: 2
Study of the generalization of spin semiclassical Langevin equation 自旋半经典朗之万方程的推广研究
IF 1 4区 物理与天体物理 Q3 Physics and Astronomy Pub Date : 2023-01-01 DOI: 10.7498/aps.72.20230106
Li De-Zhang, Lu Zhi-Wei, Zhao Yu-Jun, Yang Xiao-Bao
The stochastic dynamics of spin semiclassical system at finite temperature is usually described by stochastic Landau-Lifshitz equation. In this work, the stochastic differential equation for spin semiclassical system is studied. The generalized formulation of effective Langevin equation and the corresponding Fokker-Planck equation are derived. The obtained effective Langevin equation offers an accurate description of the distribution in the canonical ensemble for spin semiclassical system. When the damping term and the stochastic term vanish, the effective Langevin equation reduces to the semiclassical equation of motion for spin system. Hence, the effective Langevin equation can be seen as a generalization of the stochastic Landau-Lifshitz equation. The explicit expressions for the effective Langevin equation and the corresponding Fokker-Planck equation are shown in both Cartesian and Spherical coordinates. It is demonstrated that, the longitudinal effect can be easily illustrated from the expressions in Spherical coordinates. The effective Langevin equation is applied to the simple system of a single spin in a constant magnetic field. In choosing an appropriate form, the Langevin equation can be easily solved and the stationary Boltzmann distribution can be obtained. The correctness of the Langevin approach to the spin semiclassical system is thus confirmed.
有限温度下自旋半经典系统的随机动力学通常用随机朗道-利夫希茨方程来描述。本文研究了自旋半经典系统的随机微分方程。导出了有效朗之万方程的广义表达式和相应的Fokker-Planck方程。所得的有效朗之万方程准确地描述了自旋半经典系统正则系综中的分布。当阻尼项和随机项消失时,有效朗之万方程化为自旋系统的半经典运动方程。因此,有效朗格万方程可以看作是随机朗多- lifshitz方程的推广。给出了有效朗之万方程和相应的Fokker-Planck方程在直角坐标系和球坐标系下的显式表达式。结果表明,从球坐标表达式中可以很容易地表示出纵向效应。将有效朗之万方程应用于恒定磁场中单自旋的简单系统。选择合适的形式,可以很容易地求解朗格万方程,得到平稳的玻尔兹曼分布。由此证实了朗之万方法对自旋半经典系统的正确性。
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引用次数: 0
Recent Progress in Aqueous Alkali-metal-ion batteries at low temperatures 低温碱性金属离子电池研究进展
IF 1 4区 物理与天体物理 Q3 Physics and Astronomy Pub Date : 2023-01-01 DOI: 10.7498/aps.72.20230024
Shuai Han, Qiubo Guo, Yaxiang Lu, Liquan Chen, Yong-Sheng Hu
Aqueous alkali-metal-ion batteries are a popular frontier research area, expected to apply for large-scale energy storage due to their high safety, low cost, and environmental friendliness. Depending on diversified social development, batteries ought to function in various ambient, including polar regions and high-altitude locales. Delivering excellent electrochemical performance at low temperatures is crucial to develop aqueous alkali-metal-ion batteries. This review summarizes the representative research progress in the field of aqueous low-temperature alkali-metal-ion batteries in recent years,based on the subjects of electrolyte, electrode, and interface. Firstly, we discussed the challenges of aqueous alkali-metal-ion batteries operated at low temperatures and the corresponding failure mechanisms. At subzero temperatures, aqueous alkali-metal-ion batteries couldn't work or exhibit little capacity, arising from the frozen electrolytes, electrode materials with slow kinetics, and huge interface impedances, which seriously limits their wide application in low-temperature conditions. Then, combined with the latest research work, various strategies have been investigated to improve the electrochemical performance of batteries at low temperatures. To date, the strategies for reducing the freezing point of electrolytes have primarily focused on breaking H-bonds between free water molecules by increasing salt concentration, adding organic/inorganic additives, and using hydrogel as electrolytes. In terms of electrodes, the related studies have concentrated on regulating the structure and morphology of electrodes, introducing the dual ion battery mechanism, and using organic materials and Zn electrodes to alleviate the slow ion dynamics of electrodes. In addition, adding appropriate organic solvents that can generate protective layers with low interface impedance on the electrode surface in the electrolyte can also improve the low-temperature performance of aqueous alkali-metal-ion batteries. Finally, we evaluated multi-dimensionally all strategies, expected to provide a comprehensive reference and point out the direction for the further improvement and practical application of the aqueous alkali-metal-ion batteries at low temperatures.
碱金属离子电池是一个热门的前沿研究领域,由于其安全性高、成本低、环境友好,有望应用于大规模储能。根据多样化的社会发展,电池应该在各种环境中发挥作用,包括极地和高海拔地区。在低温下提供优异的电化学性能是发展碱金属离子电池的关键。本文从电解液、电极、界面三个方面综述了近年来低温碱性金属离子电池的代表性研究进展。首先,我们讨论了在低温下工作的碱金属离子电池所面临的挑战和相应的失效机制。在低温条件下,由于电解液冻结、电极材料动力学慢、界面阻抗大,导致碱金属离子电池不能正常工作或容量小,严重限制了其在低温条件下的广泛应用。然后,结合最新的研究工作,研究了各种策略来提高电池在低温下的电化学性能。迄今为止,降低电解质冰点的策略主要集中在通过增加盐浓度、添加有机/无机添加剂以及使用水凝胶作为电解质来破坏自由水分子之间的氢键。在电极方面,相关研究主要集中在调控电极的结构和形态、引入双离子电池机理、利用有机材料和锌电极缓解电极的缓慢离子动力学等方面。此外,在电解液中加入适当的有机溶剂,可以在电极表面产生具有低界面阻抗的保护层,也可以提高碱性金属离子电池的低温性能。最后,对各策略进行了多维度评价,以期为低温碱性金属离子电池的进一步改进和实际应用提供全面参考和指明方向。
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引用次数: 0
Experimental setup for interaction between highly charged ions and Laser-produced plasma near the Bohr velocity energy region 高电荷离子与激光产生的等离子体在玻尔速度能区附近相互作用的实验装置
IF 1 4区 物理与天体物理 Q3 Physics and Astronomy Pub Date : 2023-01-01 DOI: 10.7498/aps.72.20230214
Shi Lu-lin, Cheng Rui, Wang Zhao, Cao Shi-Quan, Yang Jie, Zhou Ze-Xian, Chen Yan-Hong, Wang Guo-Dong, Hui De-Xuan, Jin Xue-Jian, Wu Xiao-Xia, Lei Yu, Wang Yu-Yu, Su Mao-Gen
Ion energy loss in the interaction between highly charged ions and dense plasmas near the Bohr velocity energy region is one of the important physical problems in the field of high-energy density physics driven by intense heavy ion beams. Based on the 320 kV experimental platform at the Institute of Modern Physics, Chinese Academy of Sciences, an experimental setup is newly built for the research of interaction between ions and laser-produced plasmas near the Bohr velocity, where the ion energy loss and charge state distribution can be experimentally investigated. This paper introduces the new setup in detail, including: the generation and controlling of pulsed ions beam ( ≥ 200 ns); the preparation of high-density laser plasma target (1017 ~ 1021 cm-3); the diagnostics of plasmas and the developed high energy resolution ion measurement system (<1%). In the experiment, the charge distribution was measured where the Xe15+ ions with 4 MeV penetrated through the laser-produced Al plasma target. The charge-state analysis device observed that the different resutls without and with the plasmas, in which the outgoing Xe ions charge-state changes correspondingly from the 15+ to 10+, thus the electron capture process is believed dominates. In addition, the proton energy loss was measred too by using the magnetic spectrometer, and the experimental energy loss is about 2.0 keV which is significantly higher than those theoretical predictions by a factor of 30%. In our consideration, the possible reason can be deduced to that in the near Bohr velocity energy regime, the first-order Born approximation condition is not valid, thus the Bethe and SSM models fail to represent the experimental results. In future, a systematic study will be performed based on our ions-plasmas ineteraction setups and the energy loss and charge state data will be introduced.
高电荷离子与致密等离子体在玻尔速度能区附近的相互作用中的离子能量损失是高能重离子驱动高能密度物理领域的重要物理问题之一。在中国科学院现代物理研究所320 kV实验平台上,新建了一套近玻尔速度激光等离子体与离子相互作用的实验装置,对离子的能量损失和电荷态分布进行了实验研究。本文详细介绍了新装置,包括:脉冲离子束(≥200ns)的产生和控制;高密度激光等离子体靶(1017 ~ 1021 cm-3)的制备等离子体诊断及研制的高能量分辨率离子测量系统(<1%)。在实验中,测量了4 MeV的Xe15+离子穿过激光产生的Al等离子体靶时的电荷分布。电荷态分析装置观察到,等离子体存在时和不存在等离子体时的结果不同,在等离子体中,出射Xe离子的电荷态相应从15+变为10+,因此认为电子捕获过程占主导地位。此外,用磁谱仪测量了质子的能量损失,实验能量损失约为2.0 keV,比理论预测值高出30%。在我们的考虑中,可能的原因是在近玻尔速度能量区,一阶玻恩近似条件不成立,因此Bethe和SSM模型不能代表实验结果。未来,我们将在离子-等离子体相互作用的基础上进行系统的研究,并引入能量损失和电荷状态数据。
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引用次数: 0
Study on the tidal deformabilities of neutron stars in the relativistic mean field approach with δ mesons 用δ介子的相对论平均场方法研究中子星的潮汐变形能力
IF 1 4区 物理与天体物理 Q3 Physics and Astronomy Pub Date : 2023-01-01 DOI: 10.7498/aps.72.20221599
Diao Bin, Xu Yan, Huang Xiu-Lin, Wang Yi-Bo
The research on the macroscopic properties of neutron stars has great significance for revealing the internal composition and structure of neutron stars. We have analyzed the influence of δ mesons on the equation of states, the maximum masses, the tidal Love numbers and the tidal deformabilities for the conventional neutron stars and the hyperon stars within the relativistic mean field theory. It is found that the presence of δ mesons can strengthen the tidal deformabilities of the low and medium-mass conventional neutron stars (or hyperon stars). However, the strengthening trends of the tidal deformabilities with δ mesons are gradually weakened as the increase of the masses for the conventional neutron (or hyperon stars). Especially for massive hyperon stars, the tidal deformabilities with δ mesons is weaker than the corresponding values without δ mesons. Moreover, the presence of hyperons can reduce the tidal deformabilities of stars with the same mass. For the stars containing δ mesons, only the tidal deformabilities in the hyperon stars with Λ, Σ and Ξ hyperons can satisfy both constraints of GW170817 and GW190814 events under the parameters selected in the paper. As the date on gravitational waves associated with the neutron stars gradually increase, which will provide a possible way for judging the hyperon species in the hyperon stars.
研究中子星的宏观性质对揭示中子星的内部组成和结构具有重要意义。在相对论平均场理论中,分析了δ介子对常规中子星和超子星的态方程、最大质量、潮汐勒夫数和潮汐变形能力的影响。发现δ介子的存在可以增强中子星(或超子星)的潮汐变形能力。而对于常规中子星(或超子星),δ介子潮汐变形能力的增强趋势随着质量的增加而逐渐减弱。特别是对于大质量超子恒星,有δ介子的潮汐变形能力比没有δ介子的要弱。此外,超子的存在可以降低相同质量恒星的潮汐变形能力。对于含有δ介子的恒星,在本文选取的参数下,只有含有Λ、Σ和Ξ超子的超子恒星的潮汐变形才能同时满足GW170817和GW190814事件的约束。随着与中子星相关的引力波数据的逐渐增加,这将为判断超子恒星中的超子种类提供一种可能的方法。
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引用次数: 0
All-optical reservoir computing system based on polarization dynamics 基于偏振动力学的全光储层计算系统
IF 1 4区 物理与天体物理 Q3 Physics and Astronomy Pub Date : 2023-01-01 DOI: 10.7498/aps.72.20230722
Fang Nian, Qian Ruolan, Wang Shuai
Reservoir computing (RC) is a simplified recurrent neural network, can be implemented by using a nonlinear system with delay feedback, called as delay-based RC. Various nonlinear nodes and feedback loop structures are proposed. Most works are based on the dynamical responses in intensity of the nonlinear systems. There are also a photoelectric RC system based on wavelength dynamics and an all-optical RC based on the phase dynamics of a semiconductor laser with optical feedback, as well as so-called polarization dynamics of a vertical cavity surface emitting laser (VCSEL). However, these VCSEL-RCs actually are based on the intensity dynamics of two mutually orthogonal polarization modes, or polarization-resolved intensity dynamics. The RC based on rich dynamical responses in polarization has not yet been seen. A semiconductor optical amplifier (SOA) fiber ring laser can produce rich dynamical states in polarization, is used in optical chaotic secure communication and distributed optical fiber sensing. To further expand the application of polarization dynamics of the SOA fiber ring laser and open up a new direction for the research of optical RC neural network, an all-optical RC system based on polarization dynamics of the ring laser is proposed. The ring laser is used as the reservoir, and the SOA as the nonlinear node. After the input signal is masked according to a synchronization scheme, it is injected into the reservoir by intensity modulation for a continuous wave generated by a super-luminescent light emitting diode (SLED). The dynamical response in polarization of the ring laser is detected by a polarizer and a photodetector. The influences of the SOA operation current, output power of the SLED and attenuation of a variable optical attenuator (VOA) in the fiber loop on the polarization dynamic characteristic, mainly refers to the output degree of polarization, of the laser are analyzed experimentally. The fading memory abilities and nonlinear responses of the RC system based on the polarization dynamic response and intensity dynamic response are compared in experiment. The influences of output power of the SLED and attenuation of the VOA on fading memory ability, consistency and separation of the RC system based on the two kinds of dynamic responses are investigated experimentally. Thus the range of the VOA attenuation is determined. The network performance of the polarization dynamics RC system is evaluated by processing the Santa Fe time series prediction task and the multi-waveform recognition task. The prediction error can be as low as 0.0058 for the time series prediction task, and the accuracy can be as high as 100% for the recognition task under the appropriate system parameters and only 30 virtual nodes. The experimental results show that the polarization dynamics RC system has good prediction performance and classification ability, which are comparable to the existing intensity dynamics RC system based on the ring laser. The system
水库计算(RC)是一种简化的递归神经网络,可以通过一种具有延迟反馈的非线性系统来实现,称为基于延迟的RC。提出了各种非线性节点和反馈回路结构。大多数的研究都是基于非线性系统在强度上的动力响应。还有基于波长动力学的光电RC系统和基于光反馈半导体激光器相位动力学的全光RC系统,以及所谓的垂直腔面发射激光器(VCSEL)的偏振动力学。然而,这些vcsel - rc实际上是基于两种相互正交的偏振模式的强度动力学,或偏振分辨强度动力学。基于极化丰富动态响应的RC尚未见过。半导体光放大器(SOA)光纤环形激光器可以在偏振方向产生丰富的动态状态,用于光混沌保密通信和分布式光纤传感。为了进一步拓展SOA光纤环形激光器偏振动力学的应用,为光学RC神经网络的研究开辟新的方向,提出了一种基于环形激光器偏振动力学的全光RC系统。环形激光器作为蓄能器,SOA作为非线性节点。输入信号按照同步方案进行屏蔽后,通过对超发光二极管(SLED)产生的连续波进行强度调制注入储层。利用偏振器和光电探测器对环形激光器的偏振动态响应进行了检测。实验分析了SOA工作电流、SLED输出功率和光纤环路中可变光衰减器(VOA)的衰减对激光器偏振动态特性(主要指输出偏振度)的影响。在实验中比较了基于极化动态响应和强度动态响应的RC系统的衰落记忆能力和非线性响应。在两种动态响应的基础上,实验研究了滑轨输出功率和慢速衰减对RC系统衰落记忆能力、一致性和分离性的影响。这样就确定了VOA衰减的范围。通过处理圣达菲时间序列预测任务和多波形识别任务,对极化动力学RC系统的网络性能进行了评价。对于时间序列预测任务,预测误差可低至0.0058,而对于识别任务,在适当的系统参数和只有30个虚拟节点的情况下,准确率可高达100%。实验结果表明,极化动力学RC系统具有良好的预测性能和分类能力,可与现有基于环形激光的强度动力学RC系统相媲美。当同时使用极化动力学和强度动力学时,系统可以并行处理两个任务。
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引用次数: 0
Recent progress of transport theory in Dirac quantum materials 狄拉克量子材料输运理论的最新进展
IF 1 4区 物理与天体物理 Q3 Physics and Astronomy Pub Date : 2023-01-01 DOI: 10.7498/aps.72.20230672
Wang Huan-Wen, Fu Bo, Shen Shun-Qing
Dirac quantum materials comprise a broad category of condensed matter systems characterized by low-energy excitations described by the Dirac equation. These excitations, which can manifest as either collective states or band structure effects, have been identified in a wide range of systems, from exotic quantum fluids to crystalline materials. Over the past several decades, they have sparked extensive experimental and theoretical investigations in various materials, such as topological insulators and topological semimetals. The study of Dirac quantum materials has also opened up new possibilities for topological quantum computing, giving rise to a burgeoning field of physics and offering a novel platform for realizing rich topological phases, including various quantum Hall effects and topological superconducting phases. Furthermore, the topologically non-trivial band structures of Dirac quantum materials give rise to plentiful intriguing transport phenomena, including longitudinal negative magnetoresistance, quantum interference effects, and helical magnetic effects, among others. Currently, numerous transport phenomena in Dirac quantum materials remain poorly understood from a theoretical standpoint, such as linear magnetoresistance in weak fields, anomalous Hall effects in nonmagnetic materials, and three-dimensional quantum Hall effects. Investigating these transport properties will not only deepen our understanding of Dirac quantum materials but also provide crucial insights for their potential applications in spintronics and quantum computing. This review provides a comprehensive overview of the quantum transport theory and quantum anomaly effects related to the Dirac equation, with a focus on massive Dirac fermions and quantum anomalous semimetals. Additionally, it offers insights into the realization of parity anomaly and half-quantized quantum Hall effects in semi-magnetic topological insulators. Lastly, the review discusses the key scientific questions of interest in the field of quantum transport theory.
狄拉克量子材料包括以狄拉克方程描述的低能量激发为特征的凝聚态物质系统的一个广泛类别。这些激发可以表现为集体状态或带结构效应,已经在广泛的系统中被发现,从奇异量子流体到晶体材料。在过去的几十年里,它们在各种材料中引发了广泛的实验和理论研究,如拓扑绝缘体和拓扑半金属。狄拉克量子材料的研究也为拓扑量子计算开辟了新的可能性,催生了一个新兴的物理学领域,并为实现丰富的拓扑相提供了一个新的平台,包括各种量子霍尔效应和拓扑超导相。此外,狄拉克量子材料的拓扑非平凡带结构产生了大量有趣的输运现象,包括纵向负磁阻、量子干涉效应和螺旋磁效应等。目前,从理论的角度来看,对狄拉克量子材料中的许多输运现象仍然知之甚少,例如弱场中的线性磁电阻、非磁性材料中的反常霍尔效应和三维量子霍尔效应。研究这些输运性质不仅将加深我们对狄拉克量子材料的理解,而且还将为它们在自旋电子学和量子计算中的潜在应用提供重要的见解。本文综述了与狄拉克方程相关的量子输运理论和量子异常效应,重点介绍了大质量狄拉克费米子和量子异常半金属。此外,它还提供了在半磁性拓扑绝缘体中实现宇称异常和半量子化量子霍尔效应的见解。最后,本文讨论了量子输运理论领域的关键科学问题。
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