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  • 基于大语言模型的中英文整合复杂性建模研究

    分类: 心理学 >> 应用心理学 分类: 计算机科学 >> 计算机应用技术 提交时间: 2024-04-10

    摘要: 整合复杂性是心理学中用来测量个体思维结构的一个概念,主要涉及两个方面:区分性和整合性。区分性是指个体能够识别和理解信息中存在的不同观点或元素的能力;整合性是指个体能够将这些不同的观点或元素合并成一个有逻辑性和连贯性的整体的能力。整合复杂性的测量主要依靠人工对于文本内容进行分析,这些文本可以是书面材料、演讲稿、面试记录或任何其他形式的口头或书面表达。针对当前整合复杂性人工测评方法成本高、自动化评估方法精度低以及缺乏中文文本评估方案等问题,本研究基于大语言模型文本数据增强技术和模型迁移技术为整合复杂性的评估设计了对于中英文文本的自动化评估方案,并探索了整合复杂性两种子结构:精细整合复杂性和辩证整合复杂性的自动化评估方法。本文设计并实施了两个研究,首先基于大语言模型文本数据增强技术实现了对于英文文本整合复杂性的预测模型,其次基于模型迁移技术实现了对于中文文本整合复杂性的预测模型。研究结果显示:1)使用GPT-3.5-Tubo对于英文文本数据进行增强,使用预训练多语言Roberta模型进行词向量提取,使用文本卷积神经网络模型作为下游模型。与人工标注相比,整合复杂性Spearman相关系数为0.62,辩证整合复杂性相关系数为0.51,精细整合复杂性Spearman相关系数为0.60。优于机器学习方法以及未经过数据增强的神经网络模型。2)本文在研究二中建立了与研究一中的神经网络结构一致的模型,并将研究一中最终的模型参数迁移至本研究的模型中,对于中文文本整合复杂性进行训练。在零样本的情况下,迁移学习模型整合复杂性Spearman相关系数为0.31,辩证整合复杂性Spearman相关系数为0.31,精细整合复杂性相关系数为0.33,均优于随机参数情况下的模型表现(整合复杂性:0.17,辩证整合复杂性:0.10,精细整合复杂性:0.10)。在小样本情况下迁移学习模型整合复杂性Spearman相关系数为0.73,辩证整合复杂性Spearman相关系数为0.51,精细整合复杂性相关系数为0.73。

  • 整合复杂性与自杀之间的关系-基于微博文本大数据的研究

    分类: 心理学 >> 应用心理学 提交时间: 2024-04-10

    摘要: 整合复杂性是心理学中用来测量个体思维结构的一个概念。其主要涉及两个方面:区分性和整合性。区分性是指个体能够识别和理解信息中存在的不同观点或元素的能力;整合性是指个体能够将这些不同的观点或元素合并成一个有逻辑性和连贯性的整体的能力。整合复杂性的测量主要依靠人工对于文本内容进行分析,这些文本可以是书面材料、演讲稿、面试记录或任何其他形式的口头或书面表达。整合复杂性目前在管理心理学、政治心理学和文化心理学领域展现出了其跨学科的价值和广泛的研究潜力。在管理心理学领域,领导者的整合复杂性水平影响他们如何处理复杂的管理挑战、制定战略和促进团队多样性。在政治心理学中,研究者利用整合复杂性来分析政治领袖的思维风格、外交政策决策过程以及群众的政治态度和行为。文化心理学利用整合复杂性来探讨不同文化背景下个体的思维模式和信息处理策略。但是在健康心理学领域,整合复杂性并没有被充分研究。整合复杂性作为一种思维结构的测量方式,能够对个体如何处理信息和应对压力以及负面情绪做出一定的解释,这对于个体的心理健康是非常重要的。根据自杀逃避理论,个体可能通过自杀行为来逃避无法忍受的自我意识和情绪痛苦,这一理论框架下,低整合复杂性可能是自杀行为的一个风险因素,因为较低的整合复杂性可能导致个体在面对压力和心理痛苦时,难以看到问题的多个方面和可能的解决方案,从而感到无助和绝望。本研究在社交网络媒体数据上探索了整合复杂性对于自杀意念和自杀行为的作用。研究结果显示:辩证整合复杂性负向影响个体的自杀意念,精细整合复杂性正向影响个体的自杀意念,辩证整合复杂性负向调节负性情绪对于自杀意念的影响。低辩证整合复杂性个体更容易受到负面情绪的干扰,从而更容易表现出自杀意念;高辩证整合复杂性个体更不容易受到负面情绪的干扰,从而更不容易表现出自杀意念,但是这种模式并不稳定,可能受到文化背景等因素的干扰。在个体在自杀行为发生前夕,个体的整合复杂性会持续降低。

  • All-optical transistor with cavity polaritons

    分类: 光学 >> 量子光学 提交时间: 2023-02-19

    摘要: we investigate the transmission of probe laser beam in a coupled-cavity system with polaritons by using standard input-output relation of optical fields, and proposed a theoretical schema for realizing a polariton-based photonic transistor. On account of effects of exciton-photon coupling and single-photon optomechanical coupling, a probe laser field can be either amplified or attenuated by another pump laser field when it passes through a coupled-cavity system with polaritons. The Stokes and anti-Stokes scattered effect of output prober laser can also be modulated. Our results open up exciting possibilities for designing photonic transistors.

  • DAD vision: opto-electronic co-designed computer vision with division adjoint method

    分类: 光学 >> 量子光学 提交时间: 2023-02-19

    摘要: The miniaturization and mobility of computer vision systems are limited by the heavy computational burden and the size of optical lenses. Here, we propose to use a ultra-thin diffractive optical element to implement passive optical convolution. A division adjoint opto-electronic co-design method is also proposed. In our simulation experiments, the first few convolutional layers of the neural network can be replaced by optical convolution in a classification task on the CIFAR-10 dataset with no power consumption, while similar performance can be obtained.

  • Diffraction gratings based on multilayer silicon nitride waveguide with high upward efficiency and large effective length

    分类: 光学 >> 量子光学 提交时间: 2023-02-19

    摘要: Diffraction gratings with high upward diffraction efficiency and large effective length are required for chip-scale light detection and ranging. In this paper, we propose a diffraction grating based on a multilayer silicon nitride waveguide, which theoretically achieves an upward diffraction efficiency of 92$\%$, a near-field effective length of 376 $\mu m$ and a far-field divergence angle of 0.105$^{\circ}$ at a wavelength of 850 nm. The diffraction grating has a high tolerance to process variations based on Monte Carlo Analysis. When the conditions are $\pm$5$\%$ layer thickness variation, $\pm$50 nm lithographic variation and $\pm$20 nm wavelength drift, more than 71$\%$ of the grating samples have a diffraction efficiency higher than 80$\%$, and 100$\%$ of the samples have an effective length larger than 200 $\mu m$ (corresponding to a far-field divergence <0.2$ ^{\circ}$). Furthermore, the near-field effective length of the grating with an upward diffraction efficiency above 90$\%$ can be adjusted from hundreds of microns to centimeters by changing the etching layer thickness and the grating duty cycle. This diffraction grating has potential application in optical sensing and imaging from visible to near-infrared wavelengths.

  • Spin decomposition and topological properties in a generic electromagnetic field

    分类: 光学 >> 量子光学 提交时间: 2023-02-19

    摘要: Electromagnetic spins, including longitudinal and transverse ones, have been playing important roles in light-matter interactions. Here, we formulate a unified equation to uncover the physical origins and topological properties of longitudinal and transverse spins in a generic electromagnetic field. The equation reveals universally that the transverse spin is locked with the kinetic momentum and originated from the transverse inhomogeneities of field, whereas the helix-dependent longitudinal spin orients parallel to the local wavevector. Remarkably, a hidden extraordinary helix-dependent transverse spin possessing helix-dependent spin-momentum locking is discovered and the number of locking states consistent with the nontrivial topological spin Chern number. Furthermore, this spin which determines the inverted helical components is related to the Berry curvature closely. The findings, which are demonstrated experimentally by measuring the three-dimensional spin components in the focusing configuration, will deepen the understanding the underlying physics of spins and open an avenue for chiral quantum optical applications.

  • Geometric phase for twisted light

    分类: 光学 >> 量子光学 提交时间: 2023-02-19

    摘要: Polarization vectors of light traveling in a coiled optical fiber rotate around its propagating axis even in the absence of birefringence. This rotation was usually explained due to the Pancharatnam-Berry phase of spin-1 photons. Here, we use a purely geometric method to understand this rotation. We show that similar geometric rotations also exist for twisted light carrying orbital angular momentum (OAM). The corresponding geometric phase can be applied in photonic OAM-state-based quantum computation and quantum sensing.

  • Optical force and torque on small particles induced by polarization singularities

    分类: 光学 >> 量子光学 提交时间: 2023-02-19

    摘要: Optical forces in the near fields have important applications in on-chip optical manipulations of small particles and molecules. Here, we report a study of optical force and torque on small particles induced by the optical polarization singularities of a gold cylinder. We show that the scattering of the cylinder generates both electric and magnetic C lines (i.e., lines of polarization singularities) in the near fields, and the C lines can induce complex force and torque on a dielectric/magnetic particle. The force and torque manifest dramatic spatial variations with interesting symmetry properties, providing rich degrees of freedom for near-field optical manipulations. The study, for the first time to our knowledge, uncovers the effect of optical polarization singularities on light-induced force and torque on small particles. The results contribute to the understanding of chiral light-matter interactions and can find applications in on-chip optical manipulations and optical sensing.

  • Compass-free migratory navigation

    分类: 光学 >> 量子光学 提交时间: 2023-02-19

    摘要: How migratory birds can find the right way in navigating over thousand miles is an intriguing question, which much interested researchers in both fields of biology and physics for centuries. There several putative proposals that sound intuitively plausible all remain contested so far because those hypothesis-models of magnetoreceptor to sense geomagnetic field need either extremely high sensitivity or humankind-like intelligence to guide. Here we explore theoretically that the birds can navigate to their destination through an entirely new scenario to sense the geomagnetic field. Our proposal is based on separate peaks of the resonance-fluorescence spectrum of a four-level system derived from the ferric sulfide cluster which exists in a protein complex (Drosophila CG8198) of migratory birds. As the separation of spectral peaks contains information about geomagnetic field at both current location and birthland, the change of such separation cues the bird to choose a right direction to move and double-resonance emerges once arrived the destination. Our theoretical mechanism can explain previous experiments on the disorientation of migratory birds caused by oscillating magnetic field naturally and more precisely. This work provides insight to explain migratory navigation and motivates possible manmade practical devices.

  • Compact sub-Hz Linewidth Laser Enabled by Self Injection Lock To a Sub-mL FP Cavity

    分类: 光学 >> 量子光学 提交时间: 2023-02-19

    摘要: Narrow linewidth laser(NLL) of high frequency stability and small form factor is essential to enable applications in long range sensing, quantum information and atomic clocks. Various high performance NLL have been demonstrated by Pound-Drever Hall(PDH) lock or self injection lock(SIL) of a seed laser to a vaccum-stabilized FP cavity of ultrahigh quality factor(Q). However they are often complicated lab setups due to the sophisticated stabilizing system and locking electronics. Here we report a compact NLL of 68mL volume, realized by SIL of a diode laser to a miniature FP cavity of 7.7x108 Q and 0.5mL volume, bypassing table-size vaccum, thermal and vibration isolation. We characterized the NLL with a self-delayed heterodyne system, the Lorentzian linewidth reaches 60mHz, and the integrated linewidth is ~80Hz. The frequency noise performance exceeds that of commercial NLLs and the best reported hybrid-integrated NLL realized by SIL to high Q on-chip ring resonators. Our work marks a major step toward a field-deployable NLL of superior performance utilizing ultra-high Q FP cavity.

  • Coherent control of wave beams via unidirectional evanescent modes excitation

    分类: 光学 >> 量子光学 提交时间: 2023-02-19

    摘要: Conventional coherent absorption occurs only when two incident beams exhibit mirror symmetry with respect to the absorbing surface, i.e., the two beams have the same incident angles, phases, and amplitudes. In this work, we propose a more general metasurface paradigm for coherent perfect absorption, with impinging waves from arbitrary asymmetric directions. By exploiting excitation of unidirectional evanescent waves, the output can be fixed at one reflection direction for any amplitude and phase of the control wave. We show theoretically and confirm experimentally that the relative amplitude of the reflected wave can be tuned continuously from zero to unity by changing the phase difference between the two beams, i.e. switching from coherent perfect absorption to full reflection. We hope that this work will open up promising possibilities for wave manipulation via evanescent waves engineering with applications in optical switches, one-side sensing, and radar cross section control.

  • Highly curved reflective W-shape and J-shape photonic hook induced by light interaction with partially coated microfluidic channels

    分类: 光学 >> 量子光学 提交时间: 2023-02-19

    摘要: Photonic hook (PH) is a new type of artificial self-bending beam focused by a dielectric particle-lens with a curved waist smaller than the wavelength, which has the potential to revolutionize mesoscale photonics in many applications, e.g., optical trapping, signal switching, imaging, etc. In this paper, we discover a new mechanism that the highly curved PHs can be realised by the light interaction with the fully or partially metal-coated microchannels. The generated W-shaped and J-shaped PHs have bending angles exceeding 80-degree. Compared to other PH setups, the proposed design has a larger range to flexibly control the bending angle through the coating process and can be easily integrated with the established microfluidic systems.

  • Revisit the Poynting vector in PT-symmetric coupled waveguides

    分类: 光学 >> 量子光学 提交时间: 2023-02-19

    摘要: We show that the time-averaged Poynting vector in parity-time (PT ) symmetric coupled waveguides is always positive and cannot explain the stopped light at exceptional points (EPs). In order to solve this paradox, we must accept the fact that the fields E and H and the Poynting vector in non-Hermitian systems are in general complex. Based on the original definition of the instantaneous Poynting vector, a formula on the group velocity is proposed, which agrees perfectly well with that calculated directly from the dispersion curves. It explains not only the stopped light at EPs, but also the fast-light effect near it. This investigation bridges a gap between the classic electrodynamics and the non-Hermitian physics, and highlights the novelty of non-Hermitian optics.

  • Higher-order-modes enhanced phase-matched dispersive-wave generation in the deep-blue and UV spectral region

    分类: 光学 >> 量子光学 提交时间: 2023-02-19

    摘要: During the last few decades, solid-core photonic crystal fibers (PCFs) have been extensively explored to generate broadband, high-coherence supercontinua (SC). Limited by the material absorption and relatively low nonlinearity of fused silica, spectral broadening in silica PCF-based SCs is usually restricted to the blue to near-infrared spectral regions, even in developed commercial sources. The output spectra of these sources are missing short wavelengths of the full range. Many efforts have been spent to break the limitation. Among them, dispersive-wave (DW) generation has been investigated for triggering new frequencies in short wavelengths. With satisfied phase-matching conditions, excessive energy can be directly transferred from solitons of the anomalous dispersion region to DWs of the short wavelengths. However, a systematical study of factors, including phase-matched DWs, strongly related to the dispersion tailoring of higher-order modes (HOMs), has rarely been shown. This study reports the experimental observations of HOM-enhanced phase-matchings for the DW generation in the deep-blue and ultraviolet regions. A solid-core PCF-based, UV-extended SC source spanning a 2.8-octave-wide (350 nm to 2500 nm) is demonstrated. Meanwhile, we carefully verify our findings via numerical calculations.

  • Resolving the temporal dynamics of mode-locked laser with single-shot time-microscope

    分类: 光学 >> 量子光学 提交时间: 2023-02-19

    摘要: Mode-locked lasers, which produce ultrashort pulses in the picosecond and femtosecond range, have enabled some of the most precise measurements. However, despite significant recent progress, resolving the temporal behavior of their short pulses is still a challenge. State-of-the-art oscilloscopes with tens of picosecond resolution prevent time-resolved observations in mode-locked lasers and limit the real-time pulse evolution tracking of ultrafast lasers. Here, using the time-lens technique with a Raman amplifier, we implement an ultrafast single-shot time-microscope (TM) with a high temporal magnification factor of 355 and a time measurement window of 1 millisecond that contains ~1.8*10^4 consecutive pulses. We use this TM to characterize the temporal evolution of mode-locked lasers and reveal a temporal sideway oscillation (winding) behavior, a previously unobserved feature of lasers in both theory and experiment. Our experimental observations confirm that the winding behavior is an essential feature in the operation of mode-locked lasers. We theoretically and experimentally found that the winding characteristic evolution originates from gain-induced fluctuations for relatively high gain energies, while Q-switched modulations being the main cause for lower energies. Our findings based on advanced real-time measurements open up new insights into ultrafast and transient optics and may impact future laser designs, modern ultrafast diagnostics, and influence progress in nonlinear optics in general.

  • Thickness dependent dark exciton emission in (PEA)2PbI4 nanoflake and its brightening by in-plane magnetic field

    分类: 光学 >> 量子光学 提交时间: 2023-02-19

    摘要: Halide perovskite materials raised tremendous interest in recent years since their cheap fabrication, superior performance in both solar cell and light emitting diode (LED). Due to the existence of layered quantum well structure, quasi two-dimensional(2D) halide perovskite has more intriguing spin related physics than its 3D counterpart. For instance, the detection and brightening of dark exciton (DX) in 2D halide perovskite attracts much attention since these species can be used in opto-spintronic and quantum computing devices. Here, we report the gradually brightened emission of the DX at 2.33 eV with the thickness decreases in (PEA)2PbI4 single crystalline nanoflake, which hitherto has not been reported. By coupling with in-plane (IP) magnetic field in Voigt configuration, the DX emission can be sharply enhanced, while for the out-of-plane (OP) magnetic field in Faraday configuration, the DX emission has no noticeable change, which can be reconciled with the theory interpretation of magnetic field dependent wave function mixing between the four exciton states fi1, fi2, fi3- , fi3+. The emission of DX fi2 at 2.335 eV and the fine splitting of all the four states are observed in static PL spectroscopy for the first time. Our work thus clarifies the debating questions regarding to previous research on DX behavior in 2D halide perovskite material and sheds light on the road of realizing opto-spintronic or quantum computing devices with these materials.

  • An inhibited laser

    分类: 光学 >> 量子光学 提交时间: 2023-02-19

    摘要: Traditional lasers function using resonant cavities, in which the round-trip optical path is exactly equal to an integer multiple of the intracavity wavelengths to constructively enhance the spontaneous emission rate. By taking advantage of the enhancement from the resonant cavity, the narrowest sub-10-mHz-linewidth laser and a $10^{-16}$-fractional-frequency-stability superradiant active optical clock (AOC) have been achieved. However, a laser with atomic spontaneous radiation being destructively inhibited in an anti-resonant cavity, where the atomic resonance is exactly between two adjacent cavity resonances, has not been reported. Herein, we experimentally demonstrate inhibited stimulated emission and termed it an inhibited laser. Compared with traditional superradiant AOCs, which exhibit superiority in terms of the high suppression of cavity noise, the suppression of the cavity-pulling effect of an inhibited laser can be further improved by a factor of $(2F/pi)^2$, i.e., 2.07 in this work, which was improved from 26 to 53 times. This study will guide further development of AOCs with better stability, and thus, it is significant for quantum metrology and may lead to new research in the laser physics and cavity quantum electrodynamics fields.

  • Locally monochromatic two-step nonlinear trident process in a plane wave

    分类: 光学 >> 量子光学 提交时间: 2023-02-19

    摘要: In many-cycle plane waves at intermediate intensities, the nonlinear trident process can be well-approximated by the two sequential steps of nonlinear Compton scattering of a polarised real photon followed by its transformation into an electron-positron pair via nonlinear Breit-Wheeler pair creation. We investigate this two-step process in the intermediate intensity regime by employing the locally monochromatic approximation for each step and numerically evaluating resulting expressions. When photon polarisation is included, it is found to produce an order 10% decrease in the trident rate: the importance of polarisation increases at lower intensities, and decreases at higher intensities. Its importance persists at higher intensities in a linearly-polarised background, but disappears at high intensities in a circularly-polarised background. If the two steps are made to take place in two linearly-polarised plane wave pulses with perpendicular polarisations, the pair yield can be increased by approximately 30% compared to two plane waves with the same polarisation. It is also shown that harmonic structures in the Compton step can be passed to the pair step if the Compton edge is at an energy of the order of the threshold for linear Breit-Wheeler.

  • Pulse envelope effects in nonlinear Breit-Wheeler pair-creation

    分类: 光学 >> 量子光学 提交时间: 2023-02-19

    摘要: The effect of the pulse envelope on electron-positron pair creation in a circularly-polarised laser pulse is investigated. Interference on the length scale of the pulse envelope, and smoothness of the pulse edges are found to influence the pair spectrum. A toy model of a flat-top pulse is used to identify pulse envelope effects inaccessible to local approaches. Broadening of channel openings and a widening of the energy and transverse momentum distribution of the pair are found to receive contributions that are below the local harmonic threshold. By comparing pair yields in a flat-top, sine-squared and Gaussian pulse, a link between pulse shape and photon-polarised Breit-Wheeler is found. In the transverse momentum distribution, a signal of pulse envelope interference is found in an azimuthal asymmetry, which appears in intense fields and persists in long pulses.

  • Using NUFFT in nonuniform sampling Fourier transform spectrometer and the comparison with conventional interpolation FFT method

    分类: 光学 >> 量子光学 提交时间: 2023-02-19

    摘要: Resampling by interpolation is the traditional method to process sample in nonunform sampling Fourier transform spectrometer. Nonuniform discrete Fourier transform is an alternative to interpolation that has not been overlooked before. With the aid of experiment, we systematically compare the NUFFT method with resampling by interpolation FFT method in nonuniform sampling Fourier transform spectrometer. We found that NUFFT is comparable to interpolation in spectral profile and spectral noise levels and is better in spectral amplitudes. We also found that It has significant advantage in under-sampling and anti-aliasing property which is offered by the unique non-periodic nature of nonuniform sampling. It is faster and consumes less computer memory in our python implementation. Overall, we found that NUFFT is superior to traditional interpolation method with mostly better performances as well as additional capabilities.