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Variable magnification beam expander system based on semiconductor laser 基于半导体激光器的可变倍率扩束系统
Pub Date : 2024-04-02 DOI: 10.54254/2753-8818/34/20241186
Ke Zhang, Zhanqiang Ru, Peng Ding, Kunkun Hao, Tengfei Han, Chengao Wang, Yang Xiang
Due to the different divergence angles in two perpendicular directions and the presence of astigmatism in edge-emitting semiconductor lasers, the communication distance and efficiency of underwater communication are seriously affected. Therefore, based on the fact that the semiconductor laser beam belongs to Gaussian beam, satisfying Gaussian characteristics and collimating and expanding characteristics, a system composed of fast-axis collimation mirror and variable magnification beam expander is designed. Simulation is performed, and the final divergence angle is calculated. Experimental results show that the divergence angles of the fast axis and the slow axis have been compressed from 49 and 9, respectively, to 0.315 mrad and 0.180 mrad. Simulation demonstrates that the system can achieve propagation over a distance of 100m underwater and solve the alignment difficulty of APT. The designed structure is compact, easy for processing and adjustment, with high practical value, which helps to solve the problems of optical energy loss and low coupling efficiency in underwater long-distance communication.
由于边缘发射半导体激光器在两个垂直方向上的发散角不同,且存在散光现象,严重影响了水下通信的通信距离和通信效率。因此,根据半导体激光光束属于高斯光束,满足高斯特性和准直扩束特性的特点,设计了一种由快轴准直镜和可变倍率扩束器组成的系统。进行了仿真,并计算了最终的发散角。实验结果表明,快轴和慢轴的发散角分别从 49 和 9 缩小到 0.315 mrad 和 0.180 mrad。仿真表明,该系统可实现水下 100 米的传播距离,并解决了 APT 的对准难题。所设计的结构紧凑,易于加工和调整,具有很高的实用价值,有助于解决水下长距离通信中光能损耗和耦合效率低的问题。
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引用次数: 0
Blockchain security and applications: A comprehensive analysis from hash functions to consensus algorithms 区块链安全与应用:从哈希函数到共识算法的全面分析
Pub Date : 2024-04-02 DOI: 10.54254/2753-8818/31/20240862
Xuyang Wang
This article delves into the inherent security of blockchain technology by evaluating the sophisticated techniques it employs. Key among these are mathematical hash functions, elliptic curve cryptography, and zero-knowledge proofs. Mathematical hash functions ensure that data stored is immutable; any slight alteration to the information will lead to a drastically different hash output, making any tampering evident. Elliptic curve cryptography provides a robust encryption mechanism, ensuring that data transactions remain confidential and secure. Meanwhile, zero-knowledge proofs enable one party to prove to another that they possess specific knowledge without revealing the actual information, further bolstering privacy. Owing to these technological underpinnings, blockchain not only excels in safeguarding sensitive data but also facilitates operations like verifying information authenticity. Moreover, in sectors like supply chain management, it offers capabilities for precise logistics positioning and traceability. Such applications underline blockchains potential as a tool for transparency and security in various industries. Through these features and mechanisms, blockchain stands as an exemplar of digital security in todays interconnected era.
本文通过评估区块链技术采用的复杂技术,深入探讨区块链技术的内在安全性。其中的关键技术包括数学哈希函数、椭圆曲线加密技术和零知识证明。数学散列函数可确保存储的数据不可更改;对信息的任何细微改动都会导致散列输出的巨大差异,从而使任何篡改行为显而易见。椭圆曲线加密技术提供了一种强大的加密机制,确保数据交易的保密性和安全性。同时,零知识证明使一方能够向另一方证明他们拥有特定知识,而不会泄露实际信息,从而进一步加强了隐私保护。有了这些技术基础,区块链不仅能很好地保护敏感数据,还能促进验证信息真实性等操作。此外,在供应链管理等领域,区块链还能提供精确的物流定位和可追溯性。这些应用凸显了区块链作为各行业透明度和安全性工具的潜力。通过这些功能和机制,区块链成为当今互联时代数字安全的典范。
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引用次数: 0
Symmetry and symmetric transformations in mathematical imaging 数学成像中的对称和对称变换
Pub Date : 2024-04-02 DOI: 10.54254/2753-8818/31/20241037
Yifeng Wang
The article delves into the intricate relationship between symmetry and mathematical imaging, spanning various mathematical disciplines. Symmetry, a concept deeply ingrained in mathematics, manifests in art, nature, and physics, providing a powerful tool for understanding complex structures. The paper explores three types of symmetriesreflection, rotational, and translationalexemplified through concrete mathematical expressions. Evariste Galoiss Group Theory emerges as a pivotal tool, providing a formal framework to understand and classify symmetric operations, particularly in the roots of polynomial equations. Galois theory, a cornerstone of modern algebra, connects symmetries, permutations, and solvability of equations. Group theory finds practical applications in cryptography, physics, and coding theory. Sophus Lie extends group theory to continuous spaces with Lie Group Theory, offering a powerful framework for studying continuous symmetries. Lie groups find applications in robotics and control theory, streamlining the representation of transformations. Benoit Mandelbrots fractal geometry, introduced in the late 20th century, provides a mathematical framework for understanding complex, self-similar shapes. The applications of fractal geometry range from computer graphics to financial modeling. Symmetrys practical applications extend to data visualization and cryptography. The article concludes by emphasizing symmetrys foundational role in physics, chemistry, computer graphics, and beyond. A deeper understanding of symmetry not only enriches perspectives across scientific disciplines but also fosters interdisciplinary collaborations, unveiling hidden order and structure in the natural and designed world. The exploration of symmetry promises ongoing discoveries at the intersection of mathematics and diverse fields of study.
文章深入探讨了对称性与数学成像之间错综复杂的关系,涉及多个数学学科。对称是数学中根深蒂固的概念,它体现在艺术、自然和物理学中,为理解复杂结构提供了强有力的工具。本文通过具体的数学表达方式,探讨了反射、旋转和平移三种类型的对称。埃瓦里斯特-伽罗瓦群论(Evariste Galoiss Group Theory)是一个关键工具,它为理解和分类对称运算(尤其是多项式方程的根)提供了一个形式框架。伽罗瓦理论是现代代数的基石,它将对称性、排列和方程的可解性联系在一起。群论在密码学、物理学和编码理论中都有实际应用。索菲斯-李通过《李群理论》将群理论扩展到连续空间,为研究连续对称性提供了一个强大的框架。李群应用于机器人学和控制理论,简化了变换的表示。Benoit Mandelbrots 在 20 世纪末提出的分形几何学为理解复杂的自相似形状提供了一个数学框架。分形几何的应用范围从计算机制图到金融建模。对称性的实际应用扩展到数据可视化和密码学。文章最后强调了对称性在物理、化学、计算机制图等领域的基础性作用。加深对对称性的理解不仅能丰富各科学学科的视角,还能促进跨学科合作,揭示自然界和设计世界中隐藏的秩序和结构。对对称性的探索有望在数学与不同研究领域的交汇点上带来持续的发现。
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引用次数: 0
FT_HTlist: A fault-tolerant frequent itemset mining algorithm based on the linear table FT_HTlist:基于线性表的容错频繁项集挖掘算法
Pub Date : 2024-04-02 DOI: 10.54254/2753-8818/34/20241168
Xingyue Li, Jun Lu
This paper proposes a fault-tolerant frequent itemset mining algorithm (FT_HTlist) based on the linear table when the fault-tolerance is 1. The algorithm uses the method of concatenating 1 in the highest bit of the binary number of the known fault-tolerant frequent patterns to generate the candidate fault_tolerant patterns, called FT_Candidate. The algorithm is based on the data structure of the linear table for fault-tolerant frequent itemset mining. This method does not need recursion, so it reduces the consumption of mining space. At the same time, the paper proposed a deduplication algorithm to remove the support for repeat calculations. So the algorithm has a strong advantage in spatial performance. In addition, the algorithm only needs to mine two horizontal chains of the FT_Candidate, thus reducing the consumption of mining time. Finally, the paper shows the time performance and space performance of the proposed algorithm under sparse datasets and dense datasets. The results show that our algorithm has better mining time than other algorithms, and the horizontal chain reduces the memory occupation of the algorithm.
本文提出了一种容错率为 1 时基于线性表的容错频繁项集挖掘算法(FT_HTlist)。该算法采用在已知容错频繁模式的二进制数的最高位连1的方法生成候选容错模式,称为 FT_Candidate。该算法基于线性表的数据结构,用于容错频繁项集挖掘。该方法不需要递归,因此减少了挖掘空间的消耗。同时,本文提出了一种重复数据删除算法,以消除对重复计算的支持。因此,该算法在空间性能上具有很强的优势。此外,该算法只需挖掘 FT_Candidate 的两条水平链,从而减少了挖掘时间的消耗。最后,本文展示了所提算法在稀疏数据集和密集数据集下的时间性能和空间性能。结果表明,我们的算法比其他算法有更好的挖掘时间,而且水平链减少了算法的内存占用。
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引用次数: 0
The role of AI in theatre: Exploring the creation of AI-generated stage plays 人工智能在戏剧中的作用:探索创作人工智能生成的舞台剧
Pub Date : 2024-04-02 DOI: 10.54254/2753-8818/34/20241146
Zhen Ren
This paper presents an in-depth exploration of the integration of Artificial Intelligence (AI) in theatre, with a focus on the creation of AI-generated stage plays. Utilizing ChatGPT's language model and deep learning algorithms, the research investigates AI's capability to generate compelling scripts, characters, and narratives for theatrical productions. The study employs a mixed-methods approach, analyzing existing AI-generated theatrical works and conducting experimental script creation using AI. The findings highlight both the potential and limitations of AI in theatre, emphasizing the need to balance AI-generated content with the intrinsic human qualities of theatrical performances. The paper contributes to the understanding of AI's impact on theatre and raises questions about audience engagement and authenticity in AI-generated content.
本文深入探讨了人工智能(AI)与戏剧的结合,重点是人工智能生成舞台剧的创作。研究利用 ChatGPT 的语言模型和深度学习算法,探讨了人工智能为戏剧作品生成引人注目的剧本、角色和叙事的能力。该研究采用了混合方法,既分析了现有的人工智能生成的戏剧作品,又利用人工智能进行了实验性剧本创作。研究结果突出了人工智能在戏剧中的潜力和局限性,强调了在人工智能生成的内容与戏剧表演的内在人文特质之间取得平衡的必要性。本文有助于理解人工智能对戏剧的影响,并提出了人工智能生成内容中观众参与度和真实性的问题。
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引用次数: 0
Capturing the 3D secrets of a flickering candle: Based on digital holographic microscopy 捕捉闪烁蜡烛的三维秘密:基于数字全息显微技术
Pub Date : 2024-04-02 DOI: 10.54254/2753-8818/34/20241138
Shaohan Qin
The temperature distribution of flames has long been a fascinating topic of study. To quantitatively analyze the temperature field of flames, traditional methods include infrared devices, thermocouples and thermometer. However, these conventional techniques provide only cross-sectional snapshots while lacking the capability to offer real-time 3D temperature field visualization. This paper proposed a different approach to measure the 3D temperature field with accurate data and details by applying the digital holography. First, based on digital holography and the equations of thermodynamics, we derived the equation between the phase difference and temperature. Then we built a transmission off-axis digital holographic microscopy in the experimental section to perform static and dynamic flame measurements. To calibrate the actual temperatures and test our theorys accuracy, we also took photographs of the flames as a standard reference using an infrared thermal imager. Finally, we obtained a quantitative 3D distribution of the temperature field and a qualitative dynamic process of 3D temperature field. Our results show that the temperature decreases from the center of the flame and follows a general pattern. The comparison with infrared imaging shows that digital holography offers an accurate measurement of the temperature.
火焰的温度分布一直是一个引人入胜的研究课题。要定量分析火焰的温度场,传统方法包括红外装置、热电偶和温度计。然而,这些传统技术只能提供横截面快照,无法提供实时三维温度场可视化。本文提出了一种不同的方法,通过应用数字全息技术测量三维温度场的精确数据和细节。首先,基于数字全息技术和热力学方程,我们推导出了相位差与温度之间的方程。然后,我们在实验部分建立了透射离轴数字全息显微镜,进行静态和动态火焰测量。为了校准实际温度并检验我们理论的准确性,我们还使用红外热成像仪拍摄了火焰照片作为标准参考。最后,我们获得了定量的三维温度场分布和定性的三维温度场动态过程。我们的结果表明,温度从火焰中心开始下降,并遵循一般规律。与红外成像的比较表明,数字全息技术可以精确测量温度。
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引用次数: 0
Design and implementation of architectural websites based on Java: A case study of architectural firm website 基于 Java 的建筑网站的设计与实施:建筑公司网站案例研究
Pub Date : 2024-04-02 DOI: 10.54254/2753-8818/34/20241162
Shixuan Li
In the contemporary digital landscape, architectural firms are increasingly reliant on sophisticated websites to showcase their portfolios and engage with clients. This paper delves into creating a user-centered website, emphasizing the critical role of front-end development in marrying aesthetics with functionality. Through a detailed examination, the study highlights prevailing trends in user interaction, visual design, and technological integration specific to architectural web platforms. In this paper, a prototype website was designed and implemented, utilizing HTML5, CSS3, and JavaScript, coupled with responsive design principles and interactive features. The development process involved using interactive keywords, a dynamic project gallery, and a responsive navigation menu, all facilitated by Java Server Pages (JSP) for back-end integration. This approach underscored the importance of user-centered design in web development for architectural firms. This study successfully integrated an intuitive user interface with advanced functionality, resulting in a web design that not only aesthetically aligns with the architectural firms brand identity but also enhances user engagement. Key results include an innovative scrolling gallery showcasing architectural projects, seamless integration of JSP for dynamic content management, and a notable improvement in website navigability and responsiveness, leading to a more interactive and satisfying user experience.
在当代的数字化环境中,建筑公司越来越依赖于先进的网站来展示其作品集并与客户互动。本文深入探讨了如何创建一个以用户为中心的网站,强调了前端开发在美学与功能性相结合方面的关键作用。通过详细研究,本研究强调了用户交互、视觉设计和建筑网络平台特有的技术整合方面的流行趋势。本文利用 HTML5、CSS3 和 JavaScript,结合响应式设计原则和交互功能,设计并实施了一个网站原型。开发过程包括使用交互式关键字、动态项目图库和响应式导航菜单,所有这些都通过 Java 服务器页面(JSP)进行后端集成。这种方法强调了以用户为中心的设计在建筑公司网络开发中的重要性。这项研究成功地将直观的用户界面与先进的功能相结合,使网页设计不仅在美学上与建筑公司的品牌形象相一致,而且还提高了用户的参与度。主要成果包括一个展示建筑项目的创新滚动式画廊、用于动态内容管理的 JSP 的无缝集成,以及网站导航性和响应性的显著改善,从而带来了更具互动性、更令人满意的用户体验。
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引用次数: 0
International flight fare prediction and analysis of factors impacting flight fare 国际航班票价预测及影响因素分析
Pub Date : 2024-04-02 DOI: 10.54254/2753-8818/31/20241079
Tianyun Deng
In the rapidly evolving landscape of global travel, understanding international flight prices has become pivotal for both travellers and airlines. This paper delves into the intricate web of factors influencing flight prices, utilizing a dataset from Ease My Trip spanning 50 days. Employing rigorous data processing techniques, including handling missing values and label encoding, the study explores correlations between various parameters such as cabin class, flight numbers, airlines, and duration, shedding light on pricing dynamics. The research employs linear regression, decision trees, and random forest models for prediction. The results showcase the significance of class, flight numbers, and duration on prices. Particularly, higher cabin classes correlate strongly with increased prices, offering vital insights for airlines to optimize revenue. The models predictive accuracies are commendable, with the random forest model standing out, explaining 98.9% of the variance. This study not only illuminates the complex interplay of factors steering international flight prices but also provides airlines with robust pricing strategies. The findings empower travellers to make informed decisions, promising a harmonious future for the aviation industry in an ever-changing global market.
在全球旅游业迅速发展的今天,了解国际机票价格对旅客和航空公司来说都至关重要。本文利用 "轻松我的旅行 "50 天的数据集,深入探讨了影响航班价格的各种错综复杂的因素。研究采用了严格的数据处理技术,包括处理缺失值和标签编码,探讨了机舱等级、航班号、航空公司和持续时间等各种参数之间的相关性,揭示了定价动态。研究采用线性回归、决策树和随机森林模型进行预测。研究结果表明,舱位等级、航班数量和持续时间对价格具有重要影响。特别是,舱位等级越高,价格越高,这为航空公司优化收入提供了重要启示。这些模型的预测准确性值得称赞,其中随机森林模型表现突出,解释了 98.9% 的方差。这项研究不仅揭示了影响国际航班价格的各种因素之间复杂的相互作用,还为航空公司提供了强有力的定价策略。研究结果使旅客能够做出明智的决定,为航空业在瞬息万变的全球市场中创造和谐的未来带来了希望。
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引用次数: 0
Investigation on angle of incidence and light reflectance 关于入射角和光反射的研究
Pub Date : 2024-04-02 DOI: 10.54254/2753-8818/34/20241154
Zixi Chen
Illuminance is a measurement proportional to the intensity of light. When light is incident on a surface, the angle it makes with the normal vector of the surface plane is the angle of incidence. This paper focuses on an investigation of the relationship between the illuminance of reflected light from a glass block and the angle of incidence of the light on the block. By applying Fresnels coefficients, an expression for the illuminance of reflected light is derived in terms of the angle of incidence. The controlled measurements, including the illuminance of s-polarized and p-polarized light of a green laser (532nm), are directly measured to arrive at a set of calculated reflected illuminance at 10 different angles of incidence. The reflected illuminance is also experimentally measured with a light sensor at these angles. Upon the comparison between the two sets of data in this paper, a close resemblance of the shape of their curves is observed, both revealing an increasing reflected illuminance with a growing rate with respect to the increase of the angle of incidence. However, due to some expected systematic errors in the experiment, the calculated data has a generally higher reflected illuminance than the theoretical data at each angle of incidence. Overall, it is confirmed that as the angle of incidence increases, the illuminance of the reflected light increases with a growing rate.
照度是与光的强度成正比的测量值。当光线入射到一个表面时,它与表面平面的法向量所成的角度就是入射角。本文主要研究玻璃砖反射光的照度与玻璃砖上光线入射角之间的关系。通过应用菲涅尔系数,得出了以入射角为单位的反射光照度表达式。受控测量包括直接测量绿色激光(532nm)的 s 偏振光和 p 偏振光的照度,从而得出 10 个不同入射角的一组反射照度计算值。在这些角度下,还使用光传感器对反射照度进行了实验测量。本文对这两组数据进行比较后发现,它们的曲线形状非常相似,都显示出反射照度随着入射角度的增加而增加。不过,由于实验中存在一些预期的系统误差,在每个入射角上,计算数据的反射照度普遍高于理论数据。总之,可以肯定的是,随着入射角度的增加,反射光的照度也在不断增加。
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引用次数: 0
Research on high-rise building risk identification and safety risk factor analysis 高层建筑风险识别与安全风险因素分析研究
Pub Date : 2024-04-02 DOI: 10.54254/2753-8818/31/20240997
Xueqi Zhao
High-rise building is the trend of the future construction industry and the symbol of the continuous development of urbanization in China. However, safety accidents often occur during the construction of high-rise buildings, which bring people property losses, and sometimes even endanger the safety of life. Therefore, in order to effectively reduce the construction safety accident rate and improve the level of risk management, the construction of high-rise building safety risk focus on and research. This paper first analyzes the construction characteristics of high-rise buildings and accident types. According to the accident cause theory and hazard identification method, the major hazard sources in high-rise building construction are identified. Finally, this paper analyzes the construction of high-rise building risk factors. This paper can provide a theoretical basis for the construction of high-rise building safety risk assessment system, and provide a scientific and reliable risk management platform for the relevant units, so as to improve the safety awareness and risk management level of construction personnel.
高层建筑是未来建筑行业的发展趋势,也是我国城市化不断发展的标志。然而,高层建筑施工过程中经常会发生安全事故,给人们带来财产损失,有时甚至危及生命安全。因此,为了有效降低建筑施工安全事故率,提高风险管理水平,对高层建筑施工安全风险进行重点关注和研究。本文首先分析了高层建筑的施工特点和事故类型。根据事故原因理论和危险源辨识方法,确定了高层建筑施工中的主要危险源。最后,本文分析了高层建筑施工危险因素。本文可为高层建筑安全风险评估体系的构建提供理论依据,为相关单位提供科学可靠的风险管理平台,从而提高施工人员的安全意识和风险管理水平。
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引用次数: 0
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