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Investigation of the exciton regulation mechanism of Alq3/HAT-CN tandem electroluminescent devices Alq3/HAT-CN串联电致发光器件激子调控机理研究
IF 1 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2023-01-01 DOI: 10.7498/aps.72.20230973
Li Wan-jiao, Guan Yun-Xia, Bao Xi, Wang Cheng, Song Jia-Yi, Xu Shuang, Peng ke-Ao, Chen Li-jia, Niu Lian-Bin
Tandem organic electroluminescent devices (OLEDs) have attracted widespread attention due to their long lifetime and high current efficiency. In this study, a double-emitting unit tandem OLED was fabricated using Alq3/HAT-CN as an interconnect layer. Its photovoltaic properties and exciton regulation mechanism were investigated. The results show that the luminance (11189.86 cd/m2) and efficiency (13.85 cd/A) of the tandem OLED reached 2.7 times that of the single EL unit OLED (luminance and efficiency of 4007.14 cd/m2 and 5.00 cd/A, respectively) at a current density of 80 mA/cm2. This proves that Alq3/HAT-CN is an efficient interconnect layer. At room temperature, the polaron pair undergoes intersystem crossing (ISC) due to hyperfine interaction (HFI) when a magnetic field is applied to the device. This increases the concentration of the triplet exciton (T1), which favours charg the scattering. The result is a rapid increase in the low magnetic field and a slow increase in the high magnetic field of the MEL. When the injection current strength is constant, there is less uncompounded charge in the Alq3/HAT-CN device than in other connected layer devices. Triplet-charge annihilation (TQA) is weak, resulting in a relative increase in the concentration of T1, which is not involved in TQA. This suppresses the ISC and leads to a minimal increase in the MEL. As the current strength increases, the T1 concentration increases, causing TQA toincrease and ISC to decrease. Since TQA is related to charge and T1 concentration, lowering the temperature decreases the carrier mobility in the device, resulting in a relative decrease in charge concentration and a weakening of TQA. Lowering the temperature decreases the quenching of thermal phonons and increases the concentration of T1 while extending its lifetime, resulting in enhanced triplet-triplet annihilation (TTA). At low temperatures, the high magnetic field shape of the MEL changes from slowly increasing to rapidly decrease. Therefore, the concentration of T1 can be regulated by varying the current strength and temperature, which further affects the strength of ISC, TQA and TTA, and the luminescence and efficiency of the device can be effectively improved by reducing TQA and ISC. This work is important for the understanding of the luminescence mechanism of small molecule tandem devices and investigating the investigation of the mechanism for improving their photovoltaic performance.
串联有机电致发光器件(oled)因其寿命长、电流效率高而受到广泛关注。本研究采用Alq3/HAT-CN作为互连层,制备了双发射单元串联OLED。研究了其光电特性和激子调控机理。结果表明,在电流密度为80 mA/cm2时,串联OLED的亮度(11189.86 cd/m2)和效率(13.85 cd/A)是单EL单元OLED的2.7倍(亮度和效率分别为4007.14 cd/m2和5.00 cd/A)。这证明Alq3/HAT-CN是一种高效的互连层。在室温下,当磁场作用于器件时,极化子对由于超精细相互作用(HFI)而发生系统间交叉(ISC)。这增加了三重态激子(T1)的浓度,有利于带电散射。结果是MEL的低磁场快速增加,高磁场缓慢增加。当注入电流强度一定时,Alq3/HAT-CN器件的单复电荷比其他连接层器件少。三重电荷湮灭(triple -charge湮灭,TQA)较弱,导致T1的浓度相对增加,这与TQA无关。这抑制了ISC并导致MEL的最小增加。随着电流强度的增加,T1浓度增加,导致TQA增加,ISC降低。由于TQA与电荷和T1浓度有关,降低温度会降低器件中的载流子迁移率,导致电荷浓度相对降低,TQA减弱。温度的降低降低了热声子的猝灭,增加了T1的浓度,延长了T1的寿命,从而增强了三重态湮灭(TTA)。在低温下,MEL的强磁场形状由缓慢增大变为迅速减小。因此,可以通过改变电流强度和温度来调节T1的浓度,进而影响ISC、TQA和TTA的强度,通过降低TQA和ISC可以有效地提高器件的发光和效率。这项工作对于理解小分子串联器件的发光机理和研究提高其光电性能的机理具有重要意义。
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引用次数: 0
Characterization of the Defect in CIGS Solar Cell by Admittance Spectroscopy 用导纳光谱法表征CIGS太阳能电池缺陷
IF 1 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2023-01-01 DOI: 10.7498/aps.72.20230292
Rui Jia, Xiaorang Tian
We used admittance spectroscopy to characterize the energy distribution of defects in CIGSe solar cells before and after annealing to investigate the mechanism of the annealing process improving battery performance. In this article, we annealed the prepared CIGSe solar cells in compressed air at 150℃ for 10 minutes. We conducted dark I-V, C-V, admittance spectroscopy, and illumination I-V tests on CIGSe solar cells before and after annealing to characterize the changes in battery performance before and after annealing. The test results of dark I-V characteristics showed that the reverse dark current of CIGSe solar cells decreased by about an order of magnitude after annealing, and the ideal factor of the cells also decreased from 2.16 before annealing to 1.85 after annealing. This means that the annealing process reduces the recombination of carriers in CIGSe solar cells. Under reverse bias, the capacitance of CIGSe solar cells is higher than that after annealing, and their C-V characteristics are linearly fitted with 1/C2 vs. V. The fitting results show that the slope of the curve increases after annealing, which means that the annealing process leads to a decrease in the free carrier concentration in the absorption layer of CIGSe solar cells, that is, a decrease in the carrier concentration contributed by defects after annealing. In addition, the built-in potentials before and after annealing of CIGSe solar cells were also obtained through fitting, which are 0.52V and 0.64V, respectively. The admittance spectrum test results of CIGSe solar cells before and after annealing showed that the defect activation energy in the absorption layer significantly decreased after annealing, but the defect concentration remained almost unchanged. The decrease in defect activation energy means that the Shockley Read Hall (SRH) recombination probability of defects in copper indium gallium selenium solar cells is reduced. In addition, the test results of the optical I-V characteristics of the battery indicate that the open circuit voltage and parallel resistance of the battery significantly increase after annealing, which is consistent with the test results of the dark I-V characteristics, C-V characteristics, and admittance spectroscopy of the solar cell. Therefore, the annealing process of CIGSe solar cells leads to a weakening of the SRH recombination of carriers in the absorption layer of the battery, thereby improving the performance of the solar cell's performances.
利用导纳光谱对CIGSe太阳能电池退火前后缺陷的能量分布进行了表征,探讨了退火工艺改善电池性能的机理。在本文中,我们将制备好的CIGSe太阳能电池在压缩空气中150℃退火10分钟。我们对退火前后的CIGSe太阳能电池进行了暗I-V、C-V、导纳光谱和照明I-V测试,表征了退火前后电池性能的变化。暗I-V特性测试结果表明,CIGSe太阳能电池的反向暗电流在退火后下降了约一个数量级,电池的理想因子也从退火前的2.16下降到退火后的1.85。这意味着退火过程减少了载流子在CIGSe太阳能电池中的复合。在反向偏压下,CIGSe太阳电池的电容高于退火后的电容,其C-V特性与1/C2 vs. v呈线性拟合。拟合结果表明,退火后曲线斜率增大,说明退火过程导致CIGSe太阳电池吸收层中自由载流子浓度降低,即退火后缺陷贡献的载流子浓度降低。此外,通过拟合得到了CIGSe太阳能电池退火前后的内嵌电势,分别为0.52V和0.64V。退火前后CIGSe太阳电池的导纳谱测试结果表明,退火后吸收层缺陷活化能明显降低,但缺陷浓度基本保持不变。缺陷激活能的降低意味着铜铟镓硒太阳电池中缺陷的Shockley Read Hall (SRH)重组概率降低。此外,该电池的光学I-V特性测试结果表明,退火后电池的开路电压和并联电阻显著增加,这与该太阳能电池的暗I-V特性、C-V特性和导纳光谱测试结果一致。因此,CIGSe太阳能电池的退火工艺导致电池吸收层载流子的SRH复合减弱,从而提高了太阳能电池的性能。
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引用次数: 0
Riemannian Geometric Modeling of Underwater Acoustic Ray Propagation · Application——Riemannian Geometric Model of Convergence Zone in the Deep Ocean 水声射线传播的黎曼几何建模·应用——深海辐合带黎曼几何模型
IF 1 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2023-01-01 DOI: 10.7498/aps.72.20221495
Ma S Q, Guo X J, Zhang L L, Lan Q, Huang C X
Convergence-zone (CZ) sound propagation is one of the most important hydro-acoustic phenomenons in the deep ocean, that allows long-range transmission of acoustic signals with high intensity and low distortion. Accurate prediction and identification of CZ is of great significance for remote detection or communication, but there is still no standard definition in sense of mathematical physics for convergence zone. Especially on the issue of systematic error of computation introduced by the earth curvature, with no exact propagation model, curvature-correction methods always lead to imprecision of the ray phase. In previous research work, we realize that the Riemannian geometric meaning of the caustics phenomena caused by ray convergence is that the caustic points are equivalent to the conjugate points, which form on geodesics with positive section curvature. In this paper, we presents a spherical layered acoustic ray propagation model for CZ based on the Riemannian geometric theory. With direct computation in the curved manifolds of the earth instead of in the European space, a Riemannian geometric description of CZ is provided for the first time, on the basis of comprehensive analysis about it’s characteristics. And it shows that the mathematical expression of section curvature adds an additional item $frac{{hat c(l)hat c'(l)}}{l}$ after considering the earth curvature, which reflects the influence of the earth curvature on the ray topology and CZ. By means of Jacobi field theory of Riemannian geometry, computational rule and methods of the location and distance of CZ in deep water are proposed. Taking the Munk sound speed profile as an typical example, the new Riemannian geometric model of CZ is compared with the normal mode and curvature-correction method. Simulation and analysis shows that the Riemannian geometric model of CZ given in this paper is a mathematical form naturally considering the earth curvature with theoretical accuracy, which lays more solid scientific foundations for research of convergence zone. Moreover, we find that the location of CZ moves towards sound source when considering the earth curvature, and the width of CZ near the sea surface increases first and then decreases with sound propagation. The maximum width is about 20 km and the minimum is about 4 km.
汇聚区声传播是深海中最重要的水声现象之一,它可以实现高强度、低失真的声信号的远距离传播。CZ的准确预测和识别对于远程探测或通信具有重要意义,但汇聚带在数学物理意义上还没有标准的定义。特别是在地球曲率引入的计算系统误差问题上,由于没有精确的传播模型,曲率校正方法往往导致射线相位的不精确。在以往的研究工作中,我们认识到射线收敛引起的焦散现象的黎曼几何意义是焦散点等价于共轭点,它们形成于具有正截面曲率的测地线上。本文基于黎曼几何理论,建立了CZ的球形层状声波传播模型。本文在综合分析CZ的特性的基础上,首次提出了CZ的黎曼几何描述,直接在地球的曲面流形中计算,而不是在欧洲空间中。结果表明,截面曲率的数学表达式在考虑地球曲率后增加了$frac{{hat c(l)hat c'(l)}}{l}$项,反映了地球曲率对射线拓扑和CZ的影响。利用黎曼几何中的雅可比场理论,提出了深水中CZ位置和距离的计算规则和方法。以Munk声速剖面为例,将CZ的新黎曼几何模型与正模态法和曲率修正法进行了比较。仿真分析表明,本文给出的CZ的黎曼几何模型是一种自然考虑地球曲率的数学形式,具有理论精度,为收敛带的研究奠定了更为坚实的科学基础。此外,考虑地球曲率时,CZ的位置向声源方向移动,海面附近的CZ宽度随着声音的传播先增大后减小。最大宽度约20公里,最小宽度约4公里。
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引用次数: 0
Riemannian Geometric Modeling of Underwater Acoustic Ray Propagation · Basic Theory 水声射线传播的黎曼几何建模·基础理论
IF 1 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2023-01-01 DOI: 10.7498/aps.72.20221451
Guo X J, Ma S Q, Zhang L L, Lan Q, Huang C X
Underwater sound propagation models are generally established from the extrinsic perspective, that is, embedding acoustic channels in Euclidean space with fixed coordinate system. Riemannian geometry is intrinsic for curved space, that can describe the essential properties of background manifolds. The underwater acoustic Gaussian beam was originally adopted from seismology. Till now it is the most important method used in acoustic ray based modeling and applications. Due to the advantages of Gaussian beam method over the traditional ray counterpart, it is the mainstream technology of ray propagation computational software such as the famous Bellhop. With the assumption of Euclidean space, it is hard to grasp the naturally curved characteristics of the Gaussian beam. In this paper, we propose the Riemannian geometry theory of underwater acoustic ray propagation, and obtain the following results : (1) The Riemannian geometric intrinsic forms of the eikonal equation, paraxial ray equation and the Gaussian beam under radially symmetric acoustic propagation environments are established, that provide a Riemannian geometric interpretation of the Gaussian beam. In fact, the underwater acoustic eikonal equation is equivalent to the geodesic equation in Riemannian manifolds, and the intrinsic geometric spreading of the Gaussian beam corresponds to the lateral deviation of geodesic curve along the Jacobian field. (2) Some geometric and topological properties of acoustic ray about conjugate points and section curvature are acquired by the Jacobi field theory, indicating that the convergence of ray beam corresponds to the intersection of geodesics at the conjugate point with positive section curvature. (3)The specific modeling method under horizontal stratified and distance-related environment is presented using the above theory. And we point out that the method proposed here is also applicable to other radially symmetric acoustic propagation environments. (4) Simulation and comparative analysis of three typical underwater acoustic propagation examples, confirms the feasibility of the Riemannian geometric model for underwater acoustic propagation. And shows that the Riemannian geometric model has exact mathematical physics meaning over the Euclidean space method adopted by the Bellhop model. The basic theory given in this paper can be extended to curved surface, three-dimensional and other complex propagation environments. And especially it lays a theoretical foundation for the further research of long-range acoustic propagation considering curvature of the earth.
水声传播模型一般是从外在角度建立的,即在固定坐标系的欧氏空间中嵌入声通道。黎曼几何是弯曲空间的固有几何,它可以描述背景流形的基本性质。水声高斯波束最初是从地震学中引入的。它是迄今为止基于声射线的建模和应用中最重要的方法。由于高斯光束法相对于传统射线法的优势,它是著名的Bellhop等射线传播计算软件的主流技术。在欧氏空间假设下,很难把握高斯光束的自然弯曲特性。本文提出了水声射线传播的黎曼几何理论,得到了以下结果:(1)建立了径向对称声传播环境下的对角方程、近轴射线方程和高斯光束的黎曼几何本征形式,给出了高斯光束的黎曼几何解释。实际上,水声方程等价于riemann流形中的测地线方程,高斯波束的本征几何扩展对应于测地线曲线沿雅可比场的横向偏移。(2)利用Jacobi场理论得到了声射线在共轭点和截面曲率处的一些几何和拓扑性质,表明射线束的收敛对应于截面曲率为正的共轭点处测地线的交点。(3)利用上述理论,提出了水平分层和距离相关环境下的具体建模方法。并指出本文提出的方法同样适用于其他径向对称声传播环境。(4)对三个典型水声传播实例进行了仿真和对比分析,证实了黎曼几何模型用于水声传播的可行性。并表明黎曼几何模型比Bellhop模型所采用的欧几里得空间方法具有精确的数学物理意义。本文给出的基本理论可以推广到曲面、三维及其他复杂的传播环境。特别是为进一步研究考虑地球曲率的远程声传播奠定了理论基础。
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引用次数: 0
High-energy nuclear physics by quantum computing 高能核物理通过量子计算
IF 1 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2023-01-01 DOI: 10.7498/aps.72.20230907
Li Tian-Yin, Xing Hong-Xi, Zhang Dan-Bo
High-energy nuclear physics aims at exploring and understanding the physics of matter constituted by quark and gluon. However, it is intrinsically diffculty to simulate high-energy nuclear physics from the first principle based on quantum chromodynamics with classical computers. In recent years, quantum computing has received intensive attention because it is expected to provide an ultimate solution for simulating high-energy nuclear physics. In this paper, we firstly review recent advances in quantum simulation of high-energy nuclear physics. Then some standard quantum algorithms will be introduced, such as state preparation and measurements of light-cone correlation function. Lastly, we demonstrate the advantage of quantum computing for solving the real-time evolution and the sign problems by studying hadronic scattering amplitude and phase structure of finitetemperature and finite-density matter, respectively.
高能核物理学旨在探索和理解由夸克和胶子构成的物质的物理学。然而,用经典计算机从基于量子色动力学的第一原理模拟高能核物理本质上是困难的。近年来,量子计算因有望为模拟高能核物理提供终极解决方案而备受关注。本文首先综述了高能核物理量子模拟的最新进展。然后介绍了一些标准的量子算法,如态的制备和光锥相关函数的测量。最后,我们通过研究有限温度和有限密度物质的强子散射振幅和相结构,证明了量子计算在解决实时演化和符号问题方面的优势。
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引用次数: 0
The nth-order self-resonance law of single wave train for surface capillary-gravity waves in deep water 深水中表面毛细-重力波单波列的n阶自共振规律
IF 1 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2023-01-01 DOI: 10.7498/aps.72.20221281
Huang Hu, Tian Ze-Bing
Wave-wave resonance mechanism plays a fundamental and prominent role in the process of energy transmission and distribution in whether microscopic or macroscopic materials. For the most extensive and intuitive ocean surface wave motion on earth, it is bound to be even more so. Can we extract the general wave-wave resonance law from it? Especially the most special and brief resonance one for single wave train. To this end, according to a set of classical methods proposed by Phillips for initiating modern water wave dynamics with the specific 4-wave resonance conditions, and starting from the basic governing equations of ocean deep-water surface capillary-gravity waves, the first-order differential equation of the Fourier component of free surface displacement and the second-, third- and fourth-order integral differential ones which are becoming more and more complex but tend to be complete are given in turn by the Fourier-Stieltjes transformation and perturbation method. Under a set of symbol system which are self-created, self-evident and concise, these equations are solved in turn to obtain the first-order free surface displacement of single wave train, the Fourier coefficients of the second-, third- and fourth-order non-resonant and resonant free surface ones and the second-, third- and fourth-order resonant conditions, thus leading to the general nth-order self-resonance law of single wave train. This completely reveals the rich connotation of single wave resonance dynamics of ocean surface capillary-gravity waves, effectively expands the application range of the classical single wave resonance solutions given by Phillips for ocean surface gravity waves, lays the foundation for depicting single and multiple resonance interaction mechanisms of double and multi-wave trains of ocean surface waves, and so provides a typical example for the exploration of single-wave resonance law in all wave fields.
无论是微观还是宏观物质,波-波共振机制在能量传递和分配过程中都起着基础性和突出的作用。对于地球上最广泛、最直观的海面波浪运动来说,必然更是如此。我们能从中提取出一般的波-波共振定律吗?特别是单波列车的最特殊和最短暂的共振。为此,根据Phillips提出的以特定的四波共振条件启动现代水波动力学的一套经典方法,从海洋深水表面毛细重力波的基本控制方程、自由表面位移的傅里叶分量的一阶微分方程和二阶微分方程出发,用傅里叶变换和摄动法依次给出了越来越复杂但趋于完备的三阶和四阶积分微分方程。在一套自创的、不言自明的、简洁的符号系统下,依次求解这些方程,得到单波列的一阶自由表面位移,二、三、四阶非共振和共振自由表面位移的傅里叶系数,以及二、三、四阶共振条件,从而得到单波列的一般n阶自共振规律。这充分揭示了海洋表面毛细-重力波单波共振动力学的丰富内涵,有效拓展了Phillips给出的海洋表面重力波经典单波共振解的应用范围,为描绘海洋表面波双波列和多波列的单波和多重共振相互作用机制奠定了基础。从而为探索各种波场中的单波共振规律提供了一个典型的例子。
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引用次数: 0
Investigation of the effects of the hollow skeleton on the melting peocess in copper foam 空心骨架对泡沫铜熔炼过程影响的研究
IF 1 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2023-01-01 DOI: 10.7498/aps.72.20230151
Yang Hao, Zhang Xiao-Jie, Huang Rong-Zong
Compositing the solid-liquid phase change material with the metal foam is an effective way to improve the heat transfer performance of the latent heat thermal energy storage system. In this paper, the three-dimensional numerical structure of the copper foam is reconstructed by using the micro CT, and then the pore-scale numerical simulation of the melting process in a cubic cavity filled with the phase change material composited with the copper foam is performed via the lattice Boltzmann method. The effects of the hollow skeleton on the melting process are discussed in detail under different Rayleigh numbers and ratios of thermal conductivity between the copper foam and the phase change material. The results show that, compared with the solid skeleton copper foam, the hollow skeleton copper foam leads to a lower average Nusselt number along the left wall at the early stage of the melting process, together with a slower melting rate and a higher energy storage efficiency η. Compared with the skeleton region of the copper foam, the heat transfer rate entering the cubic cavity through the hollow region of the skeleton is almost negligible. Because of the competition between heat conduction and natural convection, the heat transfer enhancement efficiency of copper foam ζ first increases, then decreases, and then increases again with the increase of the Fourier number. When the Rayleigh number decreases, the energy storage efficiency η increases, and the natural convection also weakens. Meanwhile, the fluctuation of the heat transfer enhancement efficiency ζ decreases as the Fourier number increases, and the gap of the heat transfer enhancement efficiency ζ between the hollow and solid skeleton copper foams tends to be smaller. When the ratio of the thermal conductivity between the copper foam skeleton and the phase change material kλ increases, the energy storage efficiency η is relatively high at the early stage of the melting process but becomes relatively low when the melting process is completed. With a larger thermal conductivity ratio kλ , the heat transfer rate entering the cubic cavity through the skeleton region of the copper foam becomes dominant, which reduces the effect of the hollow skeleton on the heat transfer, and thus the gap of the heat transfer enhancement efficiency ζ between the hollow and solid skeleton copper foams becomes relatively small.
将固液相变材料与金属泡沫复合是提高潜热蓄热系统换热性能的有效途径。本文利用微CT重建了泡沫铜的三维数值结构,然后利用晶格玻尔兹曼方法对泡沫铜复合相变材料填充的立方腔内的熔化过程进行了孔隙尺度的数值模拟。在不同瑞利数和不同导热系数下,详细讨论了空心骨架对泡沫铜与相变材料熔化过程的影响。结果表明:与实心骨架泡沫铜相比,空心骨架泡沫铜在熔化初期沿左壁的平均努塞尔数更低,熔化速率更慢,储能效率η更高;与泡沫铜的骨架区相比,通过骨架空区进入立方腔的换热速率几乎可以忽略不计。由于热传导与自然对流的竞争,随着傅里叶数的增加,泡沫铜ζ的强化传热效率先增大后减小,再增大。当瑞利数减小时,储能效率η增大,自然对流减弱。同时,随着傅里叶数的增加,强化传热效率ζ的波动减小,空心与实心骨架泡沫铜之间的强化传热效率ζ的差距趋于缩小。当泡沫铜骨架与相变材料的导热系数kλ比值增大时,储能效率η在熔化初期较高,熔化完成后较低。当导热系数kλ较大时,通过泡沫铜骨架区域进入立方腔的换热率占主导地位,从而减小了空心骨架对换热的影响,从而空心骨架与实心骨架泡沫铜的换热强化效率ζ的差距变小。
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引用次数: 0
Band gap anomaly in single-layer Nb2SiTe4-based compounds 单层nb2site4基化合物的带隙异常
IF 1 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2023-01-01 DOI: 10.7498/aps.72.20222058
Wang Xiao-Fei, Meng Wei-Wei, Zhao Pei-Li, Jia Shuang-Feng, Zheng He, Wang Jian-Bo
Two-dimensional (2D) niobium silicon telluride (Nb2SiTe4) with good stability, a narrow band gap of 0.39 eV, high carrier mobility and superior photoresponsivity, is highly desired for applications as mid-infrared (MIR) detections, ambipolar transistors. Intensive investigations on its ferroelasticity, anisotropic carrier transport, anisotropic thermoelectric property, etc., have also been reported recently. Motivated by the above prominent properties and promising applications, we have systematically studied the electronic properties of single-layer (SL) A2BX4 analogues (A=V, Nb, Ta, B=Si, Ge, Sn, X=S, Se, Te) and found a band-gap anomaly with respect to anions change, which differs from conventional 2D metal chalcogenides. In conventional binary chalcogenides, when cations keep fixed, the bandgap tends to decrease when the atomic numbers of anions in the same group increase. However, in SL A2BX4, when atomic numbers of anions increase, their bandgaps tend to increase with cations kept fixed. In order to find the underlying mechanism of such abnormal bandgap, using first-principles calculations, we have thoroughly investigated the electronic structures of Nb2SiX4 (X=S、Se、Te) as an example. It is found that the valance band maximum (VBM) and conduction band minimum (CBM) are mainly derived from the bonding and antibonding coupling between Nb 4d states. The bandwidth of Nb 4d states determines the relative value of the band gap in Nb2SiX4. We demonstrate that the band gap is largely influenced by the competition effect between Nb-Nb and Nb-X interactions in Nb2SiX4. When the anion atomic number increases, the Nb-Nb bond length also increases, yielding increased bandwidths of Nb 4d states as well as a smaller bandgap of Nb2SiX4. Meanwhile, when Nb-X bond length increases, the bandwidth of Nb 4d however decreases, yielding a larger bandgap. The interaction between Nb and X should be dominant and responsible for the overall bandgap increase of Nb2SiX4 compared with Nb-Nb interaction.
二维(2D)碲化铌硅(Nb2SiTe4)具有良好的稳定性,0.39 eV的窄带隙,高载流子迁移率和优异的光响应性,是中红外(MIR)探测,双极晶体管等应用的理想材料。近年来,对其铁弹性、各向异性载流子输运、各向异性热电性能等方面也进行了深入的研究。由于上述突出的性质和前景广阔的应用,我们系统地研究了单层(SL) A2BX4类似物(A=V, Nb, Ta, B=Si, Ge, Sn, X=S, Se, Te)的电子性质,并发现了与传统二维金属硫族化合物不同的阴离子变化的带隙异常。在常规的二元硫族化合物中,当阳离子保持固定时,同基团阴离子的原子序数增加,带隙有减小的趋势。而在SL A2BX4中,当阴离子原子序数增加时,其带隙趋于增大,而阳离子保持不变。为了找到这种异常带隙的潜在机制,我们利用第一性原理计算,以Nb2SiX4 (X=S, Se, Te)为例,对其电子结构进行了深入的研究。发现价带最大值(VBM)和导带最小值(CBM)主要来源于Nb - 4d态之间的成键和反键耦合。Nb - 4d态的带宽决定了Nb2SiX4中带隙的相对值。我们证明了带隙在很大程度上受Nb2SiX4中Nb-Nb和Nb-X相互作用之间竞争效应的影响。当阴离子原子序数增加时,Nb-Nb键长也增加,Nb- 4d态的带宽增加,Nb2SiX4的带隙变小。同时,随着Nb- x键长增加,Nb- 4d的带宽减小,产生更大的带隙。与Nb-Nb相互作用相比,Nb和X之间的相互作用应该是Nb2SiX4整体带隙增加的主要原因。
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引用次数: 0
Broadband ultrafast photogenerated carrier dynamics induced by intrinsic defects in β-Ga2O3 β-Ga2O3固有缺陷诱导的宽带超快光生载流子动力学
IF 1 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2023-01-01 DOI: 10.7498/aps.72.20231173
Wang Lu-xuan, Liu Yi-tong, Shi Fang-yuan, Qi Xian-wen, Shen Han, Song Ying-lin, Fang Yu
The ultra-wide bandgap semiconductor gallium oxide β-Ga2O3 with enhanced resistance to the irradiation and temperature is favorable for high-power and high-temperature optoelectronic devices. β-Ga2O3 also exhibits great potential for applications in the field of integrated photonics for its compatibility with the CMOS technique. However, a variety of intrinsic and extrinsic defects and trap states coexist in β-Ga2O3, including vacancies, interstitials, and impurity atoms. The defect-related carrier dynamics in β-Ga2O3 not only adversely affect the optical and electrical properties, but are also directly limit the performance of β-Ga2O3 based devices. Therefore, a comprehensive understanding of the carrier transportation and relaxation dynamics induced by intrinsic defects is crucial. Supercontinuum-probe spectroscopy can provide a fruitful information about the carrier relaxation processes in different recombination mechanisms, and becomes an effective way to study the defect dynamics. In this letter, we report the dynamics of carrier trapping and recombination induced by intrinsic defects in pristine β-Ga2O3 crystal using wavelength-tunable ultrafast transient absorption spectroscopy. The broadband absorption spectra induced by the intrinsic defects are strongly dependent on the polarization of pump and probe pulses. Particularly, two absorption peaks induced by the two defect states can be extracted from the transient absorption spectra by subtracting the absorption transients under two probe polarizations. The observed defect-induced absorption features are attributed to the optical transitions from the valence band to the different charge states of the intrinsic defects (such as gallium vacancy). The data is well interpreted by a proposed carrier capture model based on multi-level. Moreover, the hole capture rate is found to be much greater than that of the electron, and the absorption cross-section of the defect state is at least 10 times larger than that of free carrier. Our findings and results not only clarify the relationship between intrinsic defects and photogenerated carrier dynamics, but also paramount important for the application of β-Ga2O3 crystals in ultrafast and broadband photonics.
超宽带隙半导体氧化镓β-Ga2O3具有较强的耐辐照和耐温度性能,有利于高功率和高温光电器件的制备。由于β-Ga2O3与CMOS技术的兼容性,在集成光子学领域也显示出巨大的应用潜力。然而,β-Ga2O3中同时存在多种内部和外部缺陷和陷阱态,包括空位、间隙和杂质原子。β-Ga2O3中与缺陷相关的载流子动力学不仅对β-Ga2O3基器件的光学和电学性能产生不利影响,而且直接限制了β-Ga2O3基器件的性能。因此,全面了解由内在缺陷引起的载流子输运和弛豫动力学是至关重要的。超连续探针光谱可以提供不同复合机制下载流子弛豫过程的丰富信息,成为研究缺陷动力学的有效手段。在这篇论文中,我们利用波长可调的超快瞬态吸收光谱研究了原始β-Ga2O3晶体中固有缺陷引起的载流子捕获和重组动力学。本征缺陷诱导的宽带吸收光谱强烈依赖于泵浦脉冲和探针脉冲的极化。特别是,通过减去两个探针极化下的吸收瞬态,可以从瞬态吸收光谱中提取出两个由两种缺陷态引起的吸收峰。观察到的缺陷诱导吸收特征归因于从价带到本征缺陷(如镓空位)的不同电荷态的光学跃迁。所提出的基于多层次的载波捕获模型可以很好地解释数据。此外,发现空穴捕获率远大于电子捕获率,缺陷态的吸收截面至少是自由载流子的10倍。我们的发现和结果不仅阐明了内在缺陷和光生载流子动力学之间的关系,而且对于β-Ga2O3晶体在超快和宽带光子学中的应用至关重要。
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引用次数: 0
Machine learning combined with solid solution strengthening model to predict hardness of high entropy alloys 机器学习结合固溶强化模型预测高熵合金硬度
IF 1 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY Pub Date : 2023-01-01 DOI: 10.7498/aps.72.20230646
Zhang Yi-Fan, Ren Wei, Wang Wei-Li, Ding Shu-Jian, Li Nan, Chang Liang, Zhou Qian
Traditional material calculation methods, such as first principles and thermodynamic simulations, have accelerated the discovery of new materials. However, it is difficult for these methods to construct models flexibly based on various target properties. And they will consume plenty of computational resources while their prediction accuracy is not good. In last decade, data-driven machine learning techniques have gradually been applied in materials science, which has accumulated a large amount of theoretical and experimental data. Machine learning is able to dig out the hidden information in these data and help to predict the properties of materials. In this work, the data source was obtained through the published references. And several performance-oriented algorithms were selected to build a prediction model for the hardness of high entropy alloys. A high entropy alloy hardness dataset containing 19 candidate features was trained, tested, and evaluated using an ensemble learning algorithm: a genetic algorithm was selected to filter the 19 candidate features to obtain an optimized feature set of 8 features; a two-stage feature selection approach was then combined with a traditional solid solution strengthening theory to optimize the features, three most representative feature parameters were chosen and then used to build a Random Forest model for hardness prediction. The prediction accuracy achieved an R2 value of 0.9416 under the ten-fold cross-validation method. To better understand the prediction mechanism, solid solution strengthening theory of the alloy was used to explain the hardness differences. Further, the atomic size, electronegativity and modulus mismatch features were found to have very important effects on the solid solution strengthening of high entropy alloys when using genetic algorithms for feature selection. The machine learning algorithm and features were also further used for prediction of solid solution strengthening properties, resulting in an R2 of 0.8811 using the ten-fold cross-validation method. These screened-out parameters have good transferability for various high entropy alloy system. In view of the poor interpretability of the random forest algorithm, the SHAP interpretable machine learning method was used to dig out the internal reasoning logic of established machine learning model and clarify the mechanism of the influence of each feature on hardness. Especially, the valence electron concentration is found to have the most significant weakening effect on the hardness of high entropy alloys.
传统的材料计算方法,如第一性原理和热力学模拟,加速了新材料的发现。然而,这些方法难以根据目标的不同属性灵活地构建模型。这种方法会消耗大量的计算资源,而且预测精度不高。近十年来,数据驱动的机器学习技术逐渐在材料科学领域得到应用,积累了大量的理论和实验数据。机器学习能够挖掘出这些数据中隐藏的信息,并帮助预测材料的性能。在这项工作中,数据源是通过已发表的参考文献获得的。选择了几种面向性能的算法,建立了高熵合金硬度预测模型。采用集成学习算法对包含19个候选特征的高熵合金硬度数据集进行训练、测试和评估:选择遗传算法对19个候选特征进行过滤,得到8个特征的优化特征集;然后,将两阶段特征选择方法与传统的固溶强化理论相结合,对特征进行优化,选择3个最具代表性的特征参数,构建随机森林模型进行硬度预测。10倍交叉验证法预测精度R2值为0.9416。为了更好地理解预测机理,采用合金的固溶强化理论来解释硬度差异。此外,采用遗传算法进行特征选择时,发现原子尺寸、电负性和模量失配特征对高熵合金的固溶强化有重要影响。机器学习算法和特征也进一步用于预测固溶体强化性能,使用十倍交叉验证方法得到R2为0.8811。筛选出的参数对各种高熵合金体系具有良好的可移植性。针对随机森林算法可解释性较差的问题,采用SHAP可解释性机器学习方法,挖掘所建立机器学习模型的内部推理逻辑,阐明各特征对硬度的影响机制。其中,价电子浓度对高熵合金硬度的削弱作用最为显著。
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引用次数: 1
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