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Machine Learning in Molecular Simulations of Biomolecules 生物分子模拟中的机器学习
Pub Date : 2023-01-01 DOI: 10.7498/aps.72.20231624
None Guan Xing-Yue, None Huang Heng-Yan, None Peng Hua-Qi, None Liu Yan-Hang, None Li Wen-Fei, None Wang Wei
Molecular simulation has already become a powerful tool for investigating life principles at the molecular level. The past 50 years witnessed that molecular simulation has enabled the quantitative characterization of both kinetic and thermodynamic properties of complicated molecular processes, such as protein folding and conformational changes. In recent years, the application of machine learning algorithms represented by deep learning has further advanced the development of molecular simulation. This work provides a review on machine learning methods in molecular simulation, focusing on the important progress made by machine learning algorithms in improving the accuracy of molecular force fields, the efficiency of molecular simulation conformation sampling, and also the processing of high-dimensional simulation data. On this basis, this review gives an outlook for future research based on machine learning techniques to further overcome the accuracy and effciency bottleneck of molecular simulation, expand the scope of molecular simulation, and realize the integration of computational simulation and experimental results.
分子模拟已经成为在分子水平上研究生命原理的有力工具。在过去的50年里,分子模拟已经能够定量表征复杂分子过程的动力学和热力学性质,如蛋白质折叠和构象变化。近年来,以深度学习为代表的机器学习算法的应用,进一步推动了分子模拟的发展。本文综述了分子模拟中的机器学习方法,重点介绍了机器学习算法在提高分子力场精度、分子模拟构象采样效率以及高维模拟数据处理等方面取得的重要进展。在此基础上,对未来基于机器学习技术的研究进行了展望,以进一步克服分子模拟的精度和效率瓶颈,扩大分子模拟的范围,实现计算模拟与实验结果的融合。
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引用次数: 0
Research on the h-BN/Ag/Ag<sub>2</sub>O heterostructure was optimized by high temperature annealing and its surface-enhanced Raman scattering performance 通过高温退火优化了h-BN/Ag/Ag&lt;sub&gt;2&lt;/sub&gt;O异质结构及其表面增强拉曼散射性能
Pub Date : 2023-01-01 DOI: 10.7498/aps.72.20231105
None Zheng Lin-Qi, None Shi Shu-Hua, None Li Jin-Ze, None Wang Zi-Yu, None Li Shuang
As a commonly used food additive, synthetic dyes are widely used in foods such as beverages, sweets and dairy products, and in the food processing process, excessive use of synthetic dyes may induce cell mutations, children's hyperactivity, genetic diseases and even cancer, posing a great threat to human health. As a fast, cheap, stable, ultra-sensitive and accurate detection method, SERS detection can reflect rich molecular fingerprint information through the vibration of the analyte, and accurately determine the trace amount of synthetic dyes in the actual environment. The metal/semiconductor heterostructure formed by the combination of plasmon metal and semiconductor is advantageous for the enhancement of photoinduced charge transfer efficiency (PICT), and has obvious advantages in the study of surface-enhanced Raman scattering. In this paper, the prepared hybrid substrate is annealed to further improve the surface-enhanced Raman scattering activity. Initially, high-density and monodisperse silver/silver oxide (Ag/Ag2O) nanoparticles were loaded onto two-dimensional hexagonal boron nitride (h-BN) nanosheets. On this basis, by annealing the system at high temperature, an efficient charge transfer channel is constructed, which greatly improves the PICT efficiency and chemical enhancement (CM). It was confirmed by experiments that the SERS signal intensity of h-BN/Ag/Ag2O material annealed at 320 ℃ with crystal violet (CV) as probe molecule was significantly increased by 18 times compared with unannealed material,enhancement factor (EF) reached 16.3145×107. Finally, based on the excellent SERS property of h-BN/Ag/Ag2O 320℃ annealing composite, the SERS detection of food additive patent Blue V (PBV) was conducted in this paper. The results showed that the lowest detection concentration could reach 10-12 M, and the trace detection of synthetic dye PBV was realized. It has excellent spatial uniformity and anti-interference ability, which is of great significance in the actual scene detection of PBV. The h-BN/Ag/Ag2O 320 ℃ annealed composite constructed in this paper has both physical and chemical enhancement, and has significant advantages in ultra-low sensitive SERS detection of food additives.
合成染料作为一种常用的食品添加剂,广泛应用于饮料、糖果、乳制品等食品以及食品加工过程中。过度使用合成染料可能导致细胞突变、儿童多动、遗传疾病甚至癌症,极大地威胁着人类的健康。SERS检测作为一种快速、廉价、稳定、超灵敏、准确的检测方法,可以通过被分析物的振动反映分子指纹的丰富信息,准确测定实际环境中合成染料的痕量。等离子体金属与半导体结合形成的金属/半导体异质结构有利于光致电荷转移效率(PICT)的提高,在表面增强拉曼散射的研究中具有明显的优势。在这项工作中,制备的杂化衬底进行了退火,以进一步提高表面增强拉曼散射活性。首先,将高密度和单分散的银/氧化银(Ag/Ag<sub>2</sub>O)纳米颗粒加载到二维六方氮化硼(h-BN)纳米片上。在此基础上,通过高温退火,构建了高效的电荷转移通道,大大提高了PICT的效率和化学增强(CM)。实验证实,以结晶紫(CV)为探针分子,在320℃退火的h-BN/Ag/ ag>sub>2</sub>O材料的SERS信号强度比未退火材料显著提高了18倍,增强因子(EF)达到16.3145 ×10<sup>7</sup>最后,基于320℃退火的h-BN/Ag/Ag<sub>2</sub>O优异的SERS性能,本工作对食品添加剂专利蓝V (PBV)进行了SERS检测。结果表明,最低检测浓度可达10<sup> -12</sup>M,实现了合成染料PBV的痕量检测。该方法具有良好的空间均匀性和抗干扰能力,对实现PBV的实际场景检测具有重要意义。本文构建的经320℃退火的h-BN/Ag/Ag<sub>2</sub>O复合材料具有物理增强和化学增强的双重性能,在食品添加剂的超低灵敏度SERS检测中具有显著优势。
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引用次数: 0
Virtual screening of drugs targeting PD-L1 protein 靶向PD-L1蛋白药物的虚拟筛选
Pub Date : 2023-01-01 DOI: 10.7498/aps.72.20231068
None Lin Kaidong, None Lin Xiaoqian, None Lin Xubo
Monoclonal antibody inhibitors targeting PD1/PD-L1 immune checkpoints are gradually entering the market and have achieved certain positive effects in various types of tumor treatments. However, with the expansion of applications, the limitations of antibody drugs have gradually emerged, and small molecule compound inhibitors have become a new focus of attention for researchers. This study aims to use ligand-based and structure-based binding activity prediction methods to achieve virtual screening of small molecule compounds targeting PD-L1, thereby helping to accelerate the development of small molecule drugs. A dataset of PD-L1 small molecule inhibitory activity from relevant research literatures and patents was collected and machine learning activity judgment classification models with activity intensity prediction models were constructed based on different molecular characterization methods and algorithms. The two types of models filtered 68 candidate compounds with high PD-L1 inhibitory activity from a large drug-like small molecule screening pool. Ten of these compounds not only had good drug similarity and pharmacokinetics, but also showed the same level of binding strength and similar mechanism of action with previous hot compounds in molecule docking. This phenomenon was further verified in subsequent molecular dynamics simulation and binding free energy estimation. In this study, a virtual screening workflow integrating ligand-based method and structure-based method was developed, which effectively screened potential PD-L1 small molecule inhibitors in large compound databases, and is expected to help accelerate the application and expansion of tumor immunotherapy.
靶向PD1/PD-L1免疫检查点的单克隆抗体抑制剂逐渐进入市场,并在各类肿瘤治疗中取得了一定的积极效果。然而,随着应用范围的扩大,抗体药物的局限性逐渐显现,小分子化合物抑制剂成为研究人员关注的新热点。本研究旨在利用基于配体和基于结构的结合活性预测方法,实现靶向PD-L1的小分子化合物的虚拟筛选,从而有助于加速小分子药物的开发。从相关研究文献和专利中收集PD-L1小分子抑制活性数据集,基于不同的分子表征方法和算法,构建具有活性强度预测模型的机器学习活性判断分类模型。这两种模型从一个类似药物的大的小分子筛选池中筛选出68种具有高PD-L1抑制活性的候选化合物。其中10个化合物不仅具有良好的药物相似度和药代动力学,而且在分子对接中表现出与以往热门化合物相同的结合强度和相似的作用机制。在随后的分子动力学模拟和结合自由能估计中进一步验证了这一现象。本研究开发了一种基于配体和基于结构的虚拟筛选工作流程,可在大型化合物数据库中有效筛选潜在的PD-L1小分子抑制剂,有望加速肿瘤免疫治疗的应用和拓展。
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引用次数: 0
Single magnetic impurity effects in graphene based superconductors 石墨烯基超导体中的单磁性杂质效应
Pub Date : 2023-01-01 DOI: 10.7498/aps.72.20230830
None Zhao Zong-Yang, None Li Ming, None Zhou Tao
The magnetic impurity effects and the existence of bound states (i.e. Yu-Shiba-Rusinov states) in superconductors have been a topic of great interest. Recently, the existence of Yu-Shiba-Rusinov states in graphene-based superconducting materials has been successfully observed in the laboratory. This paper establishes an effective Hamiltonian in real space to describe the superconducting state of graphene materials, considering a single magnetic impurity. It constructs the Bogoliubov-de Gennes (BdG) equation and performs self-consistency calculations on the superconducting order parameter. On this basis, the paper theoretically investigates the effects of magnetic impurities on graphene-like superconductors. The calculation results show that the Yu-Shiba-Rusinov state can only appear within the superconducting pairing symmetry of the traditional s-wave pairing. The position and strength of the bound state are related to the magnetic moment of the impurity, and it shows a notable electron-hole asymmetry. There are no bound states in the energy gap for other pairing symmetries. This theoretical calculation not only provides a reasonable explanation for experimental phenomena, but also demonstrates that the heterojunction system composed of graphene and traditional superconductors has an s-wave superconducting pairing induced by the proximity effect in the graphene layer.
磁性杂质效应和超导体中束缚态的存在一直是人们非常感兴趣的话题。最近,在实验室中成功地观察到石墨烯基超导材料中存在Yu-Shiba-Rusinov态。本文在考虑单一磁性杂质的情况下,建立了一个真实空间中的有效哈密顿量来描述石墨烯材料的超导状态。构造了Bogoliubov-de Gennes (BdG)方程,并对超导序参量进行了自洽计算。在此基础上,从理论上研究了磁性杂质对类石墨烯超导体的影响。计算结果表明,Yu-Shiba-Rusinov态只能出现在传统的<i> </i>-波配对的超导配对对称性内。束缚态的位置和强度与杂质的磁矩有关,并表现出明显的电子-空穴不对称性。没有绑定状态为其他配对对称性在能源缺口。这一理论计算不仅为实验现象提供了合理的解释,而且证明了石墨烯与传统超导体组成的异质结体系存在由石墨烯层内邻近效应诱导的<i>s</i>-波超导配对。
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引用次数: 0
Research progress of correlation imaging under outdoor environment 室外环境下相关成像的研究进展
Pub Date : 2023-01-01 DOI: 10.7498/aps.72.20231245
Chen Chang, Shuai Sun, Long-Kun Du, Zhen-Wu Nie, Lin-Gui He, Yi Zhang, Peng Chen, Ke Bao, Wei-Tao Liu
Image, as a method of information acquisition, is indispensable for human beings, and it plays an irreplaceable role in military and civilian fields, such as detection and scouting, precision guidance, transportation, and industrial production. In the outdoor environment, the resolution, signal-to-noise ratio, and working distance of optical imaging are limited as result of the influence of background light, stray light, and atmospheric medium. In recent years, with the development of muti-discipline such as optics, physics, information theory, and computer science, the new optical imaging technologies continue to emerge, thus bringing new opportunities for outdoor optical imaging towards long-distance, large field of view and high information flux. As one of the new active imaging technologies, correlation imaging has the potential applications of robustness against turbulence and noise, and the possibility of beating the Rayleigh limit. It can deal with the problems better, such as sharp attenuation of optical power caused by long distances, detection of interference signals from environmental noise, and influence of turbulence. Based on the principle of optical imaging, this paper analyzes the factors affecting optical imaging, in terms of resolution, signal-to-noise ratio, spatial bandwidth product, and imaging distance under outdoor environment, focusing on the research progress of outdoor correlation imaging including imaging systems, signal-to-noise screening technology and imaging algorithm. In addition, we analyze the requirements of optical imaging for longer distances and broader field of view, and consider the fundamental problems and the key technologies.
图像作为一种信息获取方式,对于人类来说是不可或缺的,它在军事和民用领域,如侦查侦察、精确制导、交通运输、工业生产等领域都发挥着不可替代的作用。在室外环境下,由于背景光、杂散光和大气介质的影响,光学成像的分辨率、信噪比和工作距离受到限制。近年来,随着光学、物理、信息论、计算机科学等多学科的发展,新型光学成像技术不断涌现,为户外光学成像向远距离、大视场、高信息通量方向发展带来了新的机遇。相关成像作为一种新的主动成像技术,具有抗湍流和噪声的鲁棒性,以及突破瑞利极限的可能性。它可以更好地处理由于距离较远导致的光功率急剧衰减、从环境噪声中检测干扰信号、湍流的影响等问题。本文从光学成像原理出发,从分辨率、信噪比、空间带宽积、室外环境下成像距离等方面分析了影响光学成像的因素,重点介绍了室外相关成像的研究进展,包括成像系统、信噪筛选技术和成像算法。此外,本文还分析了光学成像对更远距离、更宽视场的要求,探讨了光学成像的基本问题和关键技术。
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引用次数: 0
Research Progress of the Measurement of Propagators in Path Integrals 路径积分中传播子测度的研究进展
Pub Date : 2023-01-01 DOI: 10.7498/aps.72.20230902
None Tian Li-Man, None Wen Yong-Li, None Wang Yunfei, None Zhang Shanchao, None Li Jianfeng, None Du Jing-Song, None Yan Hui, None Zhu Shi-Liang
The propagator plays a central role in path integral theory and therefore has significant value in various modern quantum physics fields where path integral representations can be used. However, due to the fact that it has not been directly measured in experiments, progress in experimental studies of quantum systems based on path integral representations has been severely limited. Recently, we proposed a propagator measurement scheme based on direct measurement of the wave function and successfully performed the first experimental measurement of the propagator using a single photon experiment. Furthermore, in this study, the quantum principle of least action was demonstrated for the first time. This research successfully addressed the technical challenges of path integral experimental studies. In this article, we will review the research progress in this field, including a brief introduction to the basic concepts and research progress of direct wave function measurement, and a detailed description of the theoretical model, experimental design, and experimental results of propagator measurement. Finally, we will introduce an important application example, which is the experimental demonstration of the quantum principle of least action through propagator measurement. The research progress in propagator measurement reviewed in this article will provide important references for future experimental studies using this method.
传播子在路径积分理论中起着核心作用,因此在各种可以使用路径积分表示的现代量子物理领域中具有重要的价值。然而,由于它没有在实验中直接测量,基于路径积分表示的量子系统的实验研究进展受到严重限制。最近,我们提出了一种基于波函数直接测量的传播子测量方案,并成功地利用单光子实验对传播子进行了首次实验测量。此外,本研究还首次证明了最小作用量的量子原理。本研究成功解决了路径积分实验研究的技术难题。本文综述了该领域的研究进展,包括简要介绍了直接波函数测量的基本概念和研究进展,并详细介绍了传播子测量的理论模型、实验设计和实验结果。最后,我们将介绍一个重要的应用实例,即通过传播子测量对量子最小作用原理的实验证明。本文综述了传播体测量的研究进展,将为今后利用该方法进行实验研究提供重要参考。
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引用次数: 0
100 fs time-resolved streak tube design based on anisotropy and post-acceleration technology 基于各向异性和后加速技术的100fs时间分辨条纹管设计
Pub Date : 2023-01-01 DOI: 10.7498/aps.73.20231382
None Tian Li-Ping, None 陈萍, None Shen Ling-bin, None Chen Ping, None Liu Yu-zhu, None Chen Lin, None Hui Dan-dan, None Chen Xi-ru, None Zhao Wei, None Xue Yan-hua
Reducing the space charge effect and the time dispersion caused by the edge field effect of the scanning deflection system is the key to realize the 100-femtosecond streak tube. In this paper, a novel femtosecond streak tube is proposed and designed. The factors affecting the temporal resolution are analyzed theoretically and the specifications are given. Parameters including the electric field distribution and electron transmittance on the two common acceleration system structures (planar cathode -mesh accelerating electrode and planar cathode – slit accelerating electrode) are compared and analyzed theoretically. The results show that although the electric field distribution formed by the planar cathode – mesh accelerating electrode could form uniform electric field, the electron transmittance is very low; planar cathode-slit accelerating structure would defocus the photoelectron beam along the scanning direction, but the electron transmittance in the effective detection range of the cathode is as high as 100%. The defocusing of the photoelectron beam can be removed by setting a narrow slit in front of the anode. The focusing electrode adopts two groups of plate-like structures which are vertically placed front and back, forming one-dimensional focusing electric fields along the scanning and the slit direction, respectively. The spatial focusing electrode is placed close to the phosphor screen, which is beneficial to push back the cross-point of the electron beam along the spatial direction. Thus, the electron transit time dispersion in the condition of large electron density would decrease. At the same time, the anode can provide a post-accelerating voltage of +5000 V, which is beneficial to shorten the transit time and dispersion of the photoelectrons, thereby improving the temporal resolution. Based on the above theoretical analysis, a novel femtosecond streak tube is designed by using planar cathode-slit accelerating electrode, anisotropic focusing system and post-accelerating method. The influence of the anode slit width on the spatial and temporal resolution is simulated. The results show that the temporal resolution deteriorates with the increase of the anode slot width (10 μm ~ 50 μm), due to the increase of the anode slit width will lead to the gradual increase of the size of the electron spot along the scanning direction, which would lead to the increase of the technical time dispersion. In addition, this study gives the simulation results of the femtosecond streak tube when the anode slit width is in the range of 10~50 μm. The results show that the static spatial resolution is higher than 100 lp/mm @ MTF=10%, dynamic spatial resolution is higher than 29 lp/mm @ MTF = 10%, the temporal resolution is better than 122 fs in the range of 4 mm cathode effective detection length. When the effective detection length of the cathode is increased to 8 mm, the dynamic spatial resolution of the streak tube tube is higher than 22 lp/mm @ MTF=10%,
减小扫描偏转系统边缘场效应引起的空间电荷效应和时间色散是实现100飞秒条纹管的关键。本文提出并设计了一种新型飞秒条纹管。对影响时间分辨率的因素进行了理论分析,并给出了技术指标。对两种常见加速系统结构(平面阴极-网状加速电极和平面阴极-狭缝加速电极)上的电场分布和电子透射率等参数进行了理论比较和分析。结果表明:平面阴极网状加速电极形成的电场分布虽然能形成均匀的电场,但电子透过率很低;平面阴极-狭缝加速结构会使光电子束沿扫描方向离焦,但阴极有效探测范围内的电子透过率高达100%。光电子束的散焦可以通过在阳极前面设置一个窄缝来消除。聚焦电极采用前后垂直放置的两组板状结构,分别沿扫描方向和狭缝方向形成一维聚焦电场。空间聚焦电极靠近荧光粉屏放置,有利于将电子束的交叉点沿空间方向推回。因此,在电子密度较大的情况下,电子的传递时间色散会减小。同时,阳极可提供+5000 V的后加速电压,有利于缩短光电子的传输时间和色散,从而提高时间分辨率。在上述理论分析的基础上,采用平面阴极-狭缝加速电极、各向异性聚焦系统和后加速方法设计了一种新型飞秒条纹管。模拟了阳极狭缝宽度对空间分辨率和时间分辨率的影响。结果表明,时间分辨率随着阳极狭缝宽度(10 μm ~ 50 μm)的增大而下降,这是由于阳极狭缝宽度的增大会导致电子光斑沿扫描方向的尺寸逐渐增大,从而导致技术时间色散增大。此外,本文还给出了阳极狭缝宽度在10~50 μm范围内飞秒条纹管的仿真结果。结果表明:静态空间分辨率高于100 lp/mm @ MTF=10%,动态空间分辨率高于29 lp/mm @ MTF=10%,在4 mm阴极有效探测长度范围内,时间分辨率优于122 fs。当阴极有效探测长度增加到8 mm时,条纹管的动态空间分辨率高于22 lp/mm @ MTF=10%,时间分辨率优于191 fs。
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引用次数: 0
Topology optimization design of dual-channel metasurface structure with controllable amplitude of retroreflection and mirror reflection 可逆反射和镜面反射幅度可控的双通道超表面结构拓扑优化设计
Pub Date : 2023-01-01 DOI: 10.7498/aps.72.20230775
None Shi Peng-Fei, None Ma Xin-Ying, None Xiang Chuan, None Zhao Hong-Ge, None Li Yuan, None Gao Ren-Jing, None Liu Shu-Tian
For oblique incident electromagnetic waves, the generation of double reflection channels including retroreflection channel is of great significance to improve target recognition performance and navigation performance. In double channel reflection, controlling the proportion of retroreflection and specular reflection is the key to realize reflection power distribution. In order to realize the control of the proportion of the reflected power in each channel, a topology optimization method for designing the reflective metasurface microstructure with dual channel was proposed in this paper. The implementation mechanism and physical model of metasurface with dual reflection channel including retroreflection channel were constructed, and the topology optimization model of metasurface microstructure with specific power proportion of the retroreflection to specular reflection was established. As the numerical example, a dual channel metasurface reflector with a 1:1 ratio of retroreflection and specular reflection power was designed for a 10 GHz plane wave in the TE mode with -30 ° incident angle. The designed metasurface exhibited strong directionality in the retroreflective direction, and the reflection amplitude in both directions was similar. The retroreflective metasurface with the maximum retroreflection proportion was designed. The retroreflection proportion of the designed metasurface was 0.093. There was no specular reflection or other singular reflection, and the strong reflection on the metasurface was concentrated at -30 °. The ratio of the main beam power to the total reflection power was 0.900. The simulated and experimental results verified the feasibility of the proposed method.
对于斜入射电磁波,包括反向反射信道在内的双反射信道的产生对提高目标识别性能和导航性能具有重要意义。在双通道反射中,控制反向反射和镜面反射的比例是实现反射功率分配的关键。为了实现对各通道反射功率比例的控制,提出了一种双通道反射超表面微结构的拓扑优化设计方法。构建了包含反反射通道的双反射通道超表面的实现机理和物理模型,建立了反反射与镜面反射特定功率比的超表面微观结构拓扑优化模型。作为数值算例,针对10 GHz平面波在-30°入射角下的TE模式设计了一种反向反射与镜面反射功率比为1:1的双通道超表面反射器。所设计的超表面在反反射方向上具有较强的方向性,且两个方向的反射幅值相近。设计了反射率最大的反反射超表面。设计的超表面的反射率为0.093。无镜面反射和其他奇异反射,超表面强反射集中在-30°。主光束功率与全反射功率之比为0.900。仿真和实验结果验证了该方法的可行性。
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引用次数: 0
General Theory of quantum holography based on two-photon Interference 基于双光子干涉的量子全息一般理论
Pub Date : 2023-01-01 DOI: 10.7498/aps.72.20231242
Yao-Kun Xu, Shi-Hai Sun, Yao-Yuan Zeng, Jun-Gang Yang, Wei-Dong Sheng, Wei-Tao Liu
As a kind of quantum phenomenon, Hong-Ou-Mandel (HOM) interference is more robust against phase noise. Because of this feature, robust quantum holography emerges, through which wave function of interested photon can be retrieved according to HOM interference pattern. For better understanding and developing this method, we derive a theoretical framework of robust HOM holography. In the quantum holography scheme, test state and reference state interfere at beam splitter (BS). Then, degree of freedom (DOF) resolved detections (such as spatial resolved detection, temporal resolved detection or spectrum resolved detection) are used at the BS output ports, respectively. Based on the single photon detection results, the DOF resolved coincidence counts are postselected, producing interference patterns. The information of the test states is retrieved from the patterns. According to different test states and reference states, four combinations are analysed, including measuring the wave function of single photon state by using standard single photon state or coherent state and measuring the wave function of coherent state through using standard single photon state or coherent state. In all cases, information of the test states is reflected in normalized second-order correlation function or interference patterns in similar forms. Specially, the wave function of test states can be directly retrieved from the interference patterns, with no complex algorithm required. Besides, phase noise from environment has no influence on this kind quantum holography. Comparison between traditional holography and quantum holography is made and analysed.
鸿欧-曼德尔干涉作为一种量子现象,对相位噪声具有较强的鲁棒性。由于这一特点,鲁棒量子全息术得以出现,通过它可以根据HOM干涉图检索感兴趣光子的波函数。为了更好地理解和发展这种方法,我们推导了一个鲁棒全息全息的理论框架。在量子全息方案中,测试态和参考态在分束器处发生干涉。然后,在BS输出端口分别使用自由度(DOF)分辨检测(如空间分辨检测、时间分辨检测或频谱分辨检测)。在单光子检测结果的基础上,对DOF分辨符合计数进行后选,产生干涉图样。测试状态的信息是从模式中检索的。根据测试态和参考态的不同,分析了用标准单光子态或相干态测量单光子态波函数和用标准单光子态或相干态测量相干态波函数的四种组合方式。在所有情况下,测试状态的信息都以归一化的二阶相关函数或类似形式的干涉图的形式反映出来。特别地,测试状态的波函数可以直接从干涉图中提取出来,不需要复杂的算法。此外,来自环境的相位噪声对这种量子全息没有影响。对传统全息术和量子全息术进行了比较和分析。
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引用次数: 0
First-principles Calculation Methods for Periodic Systems Under External Electromagnetic Fields 外电磁场作用下周期系统的第一性原理计算方法
Pub Date : 2023-01-01 DOI: 10.7498/aps.72.20231313
None Lv Chengye, None Chen Yingwei, None Xie Muting, None Li Xueyang, None Yu Hongyu, None Zhong Yang, None Xiang Hongjun
The exploration of electromagnetic field influences on material characteristics remains a pivotal concern within scientific investigations. Nonetheless, in the realm of computational condensed matter physics, traditional density functional theory's extrapolation to scenarios inclusive of external electromagentic fields poses considerable challenges. These issues largely stem from the disruption of translational symmetry by external fields inherent in periodic systems, rendering Bloch's theorem inoperative. Consequently, the employment of first-principles methodologies in calculating material properties in the presence of external fields becomes an intricate task, especially in circumstances where the external field cannot be approximated as a minor perturbation. Over the past two decades, a significant number of scholars within the field of computational condensed matter physics have dedicated their work towards the formulation and refinement of first-principles computational methodologies adept at handling periodic systems subjected to finite external fields. This paper endeavors to systematically recapitulate these theoretical methodologies and their application across a broad spectrum including, but not limited to, ferroelectric, piezoelectric, ferromagnetic, and multiferroic domains. In the initial segment of this paper, we provide a succinct exposition on modern theory of polarization and delineate the process of constructing two methodologies for computations in finite electric fields predicated on this theory in conjunction with density functional theory. The succeeding segment delves into the integration of external magnetic fields into density functional theory and examines the accompanying computational procedures alongside the challenges they present. In the third segment, we firstly reflect on the first-principles effective Hamiltonian method, prevalent in the study of magnetic, ferroelectric and multiferroic systems, along with its adaptations for situations involving external fields. Concluding the paper, we introduce the exciting developments in constructing effective Hamiltonian models using neural network methods from machine learning, and their extensions under consideration of external fields.
探索电磁场对材料特性的影响仍然是科学研究中的一个关键问题。然而,在计算凝聚态物理领域,传统的密度泛函理论对包括外部电磁场在内的场景的外推提出了相当大的挑战。这些问题很大程度上源于周期系统固有的外场对平移对称性的破坏,使得布洛赫定理失效。因此,在计算存在外场的材料性质时,使用第一性原理方法成为一项复杂的任务,特别是在外场不能近似为微小扰动的情况下。在过去的二十年中,计算凝聚态物理领域的大量学者致力于制定和改进第一性原理计算方法,以熟练地处理受有限外场影响的周期系统。本文试图系统地概括这些理论方法及其在广泛领域的应用,包括但不限于铁电、压电、铁磁和多铁性领域。在本文的开头部分,我们简要地阐述了现代极化理论,并描述了在该理论与密度泛函理论结合的基础上构建两种有限电场计算方法的过程。接下来的部分将深入研究外部磁场与密度泛函理论的整合,并研究伴随的计算过程以及它们所带来的挑战。在第三部分中,我们首先反思了在磁性、铁电和多铁系统研究中普遍存在的第一性原理有效哈密顿方法,以及它对涉及外场的情况的适应性。最后,我们介绍了利用机器学习中的神经网络方法构建有效哈密顿模型的令人兴奋的进展,以及它们在考虑外部领域下的扩展。
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