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Modeling Extreme Values of Non-Stationary Precipitation Data with Effects of Covariates 利用变量效应模拟非静态降水数据的极端值
Pub Date : 2024-06-03 DOI: 10.17485/ijst/v17i22.655
K. M. Sakthivel, V. Nandhini
Background/Objectives: Climate change is one of the most challenging problems of recent decades as it is highly volatile and needs a very effective scientific approach to find a solution. Further, the changes in the climate especially extreme cases have a more negative influence on day to day affairs of society. Hence, developed countries pay much attention to climate change and make policies at a global level. To find the scientific solution for these kinds of climate change, Extreme value theory offers effective methods for estimating and quantifying these types of natural hazards associated with climate. Methods: Block (Annual) maxima and peak over threshold are two strategies employed in this theory. The data observed on precipitation are mostly having non-stationary characteristics along with covariates. The generalized extreme value distribution and generalized Pareto distribution are used to model this type of non-stationary stochastic process. Findings: This study proposes a pragmatic automated dual-phase threshold selection technique that employs the entropy method to combine the results from various goodness of fit tests into a single unified measure known as the evaluation indicator, resulting in an efficient threshold for capturing extreme values. This allows for a more comprehensive examination of various thresholds using evaluation indicators and avoids assessing each test criterion individually. Novelty: In contrast to the subjective results of threshold stability plots, the dual-phase technique is based on numerical computations, which reduce bias and improve decision-making objectivity. We illustrate the applicability of the proposed technique by analyzing a precipitation dataset that includes time and wind speed as covariates. The results of the comparative analysis reveal that the proposed automated dual-phase threshold approach outperforms the peaks over threshold and annual maxima methods. Keywords: Non-stationary, Extreme values, Annual maxima, Threshold selection, Evaluation indicator
背景/目标:气候变化是近几十年来最具挑战性的问题之一,因为它极不稳定,需要非常有效的科学方法来找到解决办法。此外,气候变化,尤其是极端情况下的气候变化,对社会日常事务的负面影响更大。因此,发达国家非常关注气候变化,并在全球范围内制定政策。为了科学地解决这类气候变化问题,极值理论为估算和量化这类与气候相关的自然灾害提供了有效的方法。方法:块(年)最大值和超过阈值的峰值是该理论采用的两种策略。观测到的降水数据大多具有非稳态特征和协变量。广义极值分布和广义帕累托分布被用来模拟这类非平稳随机过程。研究结果本研究提出了一种实用的自动化双阶段阈值选择技术,该技术采用熵法将各种拟合优度检验的结果合并为一个统一的衡量指标(称为评价指标),从而产生一个有效的阈值来捕捉极值。这样就能利用评价指标对各种阈值进行更全面的检验,并避免对每个测试标准进行单独评估。新颖性:与阈值稳定性图的主观结果不同,双阶段技术以数值计算为基础,从而减少了偏差,提高了决策的客观性。我们通过分析以时间和风速为协变量的降水数据集,说明了所提技术的适用性。对比分析结果表明,所提出的自动双相阈值方法优于峰值超过阈值方法和年最大值方法。关键词非稳态 极值 年最大值 阈值选择 评价指标
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引用次数: 0
Performance of Dynamic Retry Over Static Towards Resilience Nature of Microservice 动态重试比静态重试更能体现微服务的弹性本质
Pub Date : 2024-06-03 DOI: 10.17485/ijst/v17i22.1041
E. Punithavathy, N. Priya
Objectives: The main objective of this study is to enhance the flexibility of microservice-based cloud applications, so they can cope with transient or short-term failure conditions more effectively, providing a higher throughput of cloud applications as a result. Methods: The comparison is done between the existing or manual resilient patterns such as circuit breaker and retry with a dynamically proposed retry patterns using a microservice application. Findings: The short-term or transient failures in cloud based microservice applications can occur for many reasons. Examples such as Network glitches, service failures, timeouts of requests etc. These failures can bring down the entire application resulting in a cascading of failures. Resiliency patterns are used to protect these applications from failures. The widely used patterns are circuit breaker and retry, with static configurations. It is possible that the static configurations used in resiliency patterns might not support all types of failures. Hence, a dynamic approach has been proposed to satisfy all these transient failures of cloud. The analysis proves that the application efficiency is balanced in dynamic retry than the static configurations of resiliency pattern. Hence, performance can be increased up to 34.3%, which means the availability can be ensured, in transient failure cases. Very little research has been carried out on this resiliency pattern, and there are no standards available for this pattern. When comparing with the existing adaptive retry pattern the performance is increased up to 88.52%, while using a microservice application. Novelty: A dynamically modified resilient pattern is been proposed by incorporating additional parameters such as execution time to the existing parameters of the static retry pattern. This is an individual resilience pattern, which can perform independently when compared with other dynamic resilience patterns. Keywords: Dynamic retry, Request time, Static circuit breaker, Resilience, Static retry
目标:本研究的主要目的是提高基于微服务的云应用程序的灵活性,使其能够更有效地应对瞬时或短期故障情况,从而提高云应用程序的吞吐量。研究方法:使用微服务应用程序对现有或手动弹性模式(如断路器和重试)与动态建议的重试模式进行比较。研究结果基于云的微服务应用程序出现短期或瞬时故障的原因有很多。例如网络故障、服务故障、请求超时等。这些故障可能会导致整个应用程序瘫痪,造成连锁故障。弹性模式用于保护这些应用程序免受故障影响。广泛使用的模式有断路器和重试,以及静态配置。弹性模式中使用的静态配置可能无法支持所有类型的故障。因此,我们提出了一种动态方法来满足云的所有这些瞬时故障。分析证明,与弹性模式的静态配置相比,动态重试的应用效率更均衡。因此,在瞬时故障情况下,性能可提高 34.3%,这意味着可用性可以得到保证。关于这种弹性模式的研究很少,也没有相关的标准。与现有的自适应重试模式相比,在使用微服务应用程序时,性能提高了 88.52%。新颖性:通过在静态重试模式的现有参数中加入执行时间等附加参数,提出了一种动态修改的弹性模式。这是一种独立的弹性模式,与其他动态弹性模式相比,它可以独立运行。关键词动态重试 请求时间 静态断路器 恢复能力 静态重试
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引用次数: 0
On Micro Pre-Neighborhoods in Micro Topological Spaces 论微拓扑空间中的微前邻域
Pub Date : 2024-06-03 DOI: 10.17485/ijst/v17i22.741
P. Sathishmohan, S. S. Roshan, K. Rajalakshmi
Objective: The basic objective of this article is to introduce and investigate the properties of micro pre-neighborhoods, micro pre-interior, micro pre-closure and micro pre-limit points. Methods: Using the concept of micro pre-open, micro pre-closed and micro pre-derived sets the result of the paper is obtained. Findings: In this article the properties and characterization of pre-open sets and pre-closed sets were opted on Micro topological space. Novelty: The relation between the characterization of micro pre-open sets, micro pre-closed sets and micro pre-derived sets were shown. AMS Subject Classifications: 54B05 Keywords: Micro topology, Micro pre-interior, Micro pre-closure, Micro pre-neighborhoods, Micro pre-limit points
目的:本文的基本目的是介绍和研究微预邻、微预内、微预闭和微预极限点的特性。方法: 采用微观预开、微观预闭和微观预极限点的概念:使用微观预开放集、微观预封闭集和微观预衍生集的概念,得出本文的结果。研究结果:本文选择了微观拓扑空间中预开集和预闭集的性质和表征。新颖性:本文展示了微观预开放集、微观预封闭集和微观预派生集的表征之间的关系。美国数学会学科分类:54B05 关键词微观拓扑 微观预内部 微观预封闭 微观预邻域 微观预极限点
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引用次数: 0
Slot-loaded Dual-Band Microstrip Patch Antenna for 5G and WLAN/WiMAX Wireless Applications 用于 5G 和 WLAN/WiMAX 无线应用的槽载双频微带贴片天线
Pub Date : 2024-06-03 DOI: 10.17485/ijst/v17i22.810
Ritisha V Bhatt, G. D. Makwana
Objectives: This study introduces a dual-band rectangular microstrip patch antenna with a slot-loaded, specifically designed for 5G and WLAN/WiMAX applications. Method: The antenna is mounted on a substrate material of Rogers AD255C material having εr of 2.55 and a thickness of 1.56 mm. Three slots are etched on the conventional rectangular microstrip patch antenna. A 50-ohm microstrip line powers the antenna. The antenna that has been suggested is created and simulated using CST Studio Suite 2020. Findings: Based on numerical simulation, the proposed antenna functions at 3.5 GHz and 5.8 GHz, suitable for 5G and WLAN/WiMAX wireless technologies. The antenna offers measured return loss (S11) of -22.10 dB and -22.9 dB and a Gain of 4.43 dBi and 4.62 dBi at 3.5 GHz and 5.8 GHz, respectively. The radiation patterns are linear and broadside. Novelty: This article aims to create a smaller planer dual-band antenna that integrates WLAN/WiMAX and 5G communication standards into a single device. Keywords: Dual-band, 5G, WLAN, WiMAX, Microstrip patch antenna
研究目的本研究介绍了一种专门为 5G 和 WLAN/WiMAX 应用设计的带槽双频矩形微带贴片天线。研究方法:天线安装在εr 为 2.55、厚度为 1.56 毫米的罗杰斯 AD255C 材料基板上。在传统矩形微带贴片天线上蚀刻了三个槽。一根 50 欧姆的微带线为天线供电。使用 CST Studio Suite 2020 创建并模拟了所建议的天线。结果:根据数值仿真,建议的天线在 3.5 GHz 和 5.8 GHz 频率下工作,适用于 5G 和 WLAN/WiMAX 无线技术。天线在 3.5 GHz 和 5.8 GHz 的测量回波损耗 (S11) 分别为 -22.10 dB 和 -22.9 dB,增益分别为 4.43 dBi 和 4.62 dBi。辐射模式是线性和宽边的。新颖性:本文旨在创建一种更小的平面双频天线,将 WLAN/WiMAX 和 5G 通信标准集成到单个设备中。关键词双频 5G WLAN WiMAX 微带贴片天线
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引用次数: 0
In silico Approach for the Identification of Mirror Repeats within ced-3 Gene of Caenorhabditis elegans 鉴定秀丽隐杆线虫 ced-3 基因镜像重复序列的硅学方法
Pub Date : 2024-06-03 DOI: 10.17485/ijst/v17i22.1549
Mamta Dhankhar, Deepti Yadav, Vikash Bhardwaj
Objectives: The repetitive elements within the genome of eukaryotes form a significant portion and are associated with various molecular functions within a cell. The goal of our study is to determine a special type of repeat i.e., mirror repeat within complete ced-3 apoptotic gene and its exons. Methods: A simple computational approach was used to search mirror repeats within the eight exons and complete ced-3 gene of Caenorhabditis elegans (C. elegans). C. elegans is a model organism widely used to study genetics, and developmental biology and ced-3 is the main apoptotic gene responsible for cell death. Findings: We identified 140 mirror repeats within the different regions of the ced-3 gene of C. elegans. These identified mirror repeats are not restricted to the genome of C. elegans but are scattered among the genome of C. vulgaris, Xenopus tropicalis and Drosophila melanogaster. Novelty: This research work is the very first endeavor to characterize mirror repeats within the complete ced-3 gene and its exons. Nobody has been studied mirror repeats within ced-3 apoptotic gene of C. elegans. Mirror repeat has the potential to form triplex DNA and is also associated with several neurological disorders. Forthcoming studies will help us to explore the functions and nature of these identified mirror repeats. Keywords: Repetitive elements, mirror repeats, Caenorhabditis elegans and ced-3 gene
目的:真核生物基因组中的重复元件占很大一部分,与细胞内的各种分子功能有关。我们的研究目标是确定一种特殊类型的重复,即完整的 ced-3 细胞凋亡基因及其外显子中的镜像重复。研究方法我们采用了一种简单的计算方法来搜索高脚线虫(C. elegans)的八个外显子和完整 ced-3 基因中的镜像重复序列。elegans 是一种广泛用于研究遗传学和发育生物学的模式生物,而 ced-3 是导致细胞死亡的主要凋亡基因。研究结果我们在 elegans ced-3 基因的不同区域中发现了 140 个镜像重复序列。这些已发现的镜像重复序列并不局限于秀丽隐杆线虫的基因组,它们还散布在低等隐杆线虫、热带爪蟾和黑腹果蝇的基因组中。新颖性:这项研究工作是首次尝试描述完整的 ced-3 基因及其外显子中的镜像重复序列。目前还没有人研究过 elegans ced-3 细胞凋亡基因中的镜像重复序列。镜像重复有可能形成三重 DNA,而且与多种神经系统疾病有关。即将进行的研究将有助于我们探索这些已发现的镜像重复序列的功能和性质。关键词重复元件 镜像重复秀丽隐杆线虫和 ced-3 基因
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引用次数: 0
Study of Photogalvanic Effect by using Marigold Flower as Natural Photosensitizer, Xylose as Reductant and Tween 80 as Surfactant for Solar Radiation Conversion and Storage 利用万寿菊花作为天然光敏剂、木糖作为还原剂和吐温 80 作为表面活性剂进行太阳辐射转换和储存的光电效应研究
Pub Date : 2024-06-03 DOI: 10.17485/ijst/v17i22.571
Shantanu Mishra, Sushil Kumar Yadav
Objective: A study work plan has been put up for methodical work in the field of solar energy Photogalvanic (PG) cells. It was suggested and required to do experiments with PG cells in sunlight conditions. Improving the conversion of solar energy into electricity and storing it in PG cells is the goal of our study. Method: An H-shaped glass tube with two arms was manufactured using the specially developed PG (Figure 1) cell. Many characteristics of a PG cell with an MG+D-Xylose+Tween-80 system was investigated. Findings: The open circuit voltage, voltage at dark, photopotential (PP), and photocurrent (PC) recorded in this investigation are 1080.00 mV, 165.00 mV, 915.00 mV, and 674.00 µA, respectively. The Fill Factor (FF) and Conversion Efficiency (CE) that were observed 1.891% and 0.2732, respectively. Novelty: Through the adjustment of PG cells' numerous parameters, the effects of solar energy were investigated. Based on the aforementioned results, PG systems have demonstrated through experimentation that they are an effective system and should be further investigated, particularly with regard to improving solar energy output and storage. Keywords: D-Xylose, Tween - 80, Marigold, Photocurrent, Natural dye
目的:为有条不紊地开展太阳能光致变电(PG)电池领域的工作,制定了一项研究工作计划。建议并要求在日光条件下进行 PG 电池实验。我们的研究目标是将太阳能转化为电能,并将其储存在 PG 电池中。研究方法使用专门开发的 PG(图 1)电池制造了一个双臂 H 形玻璃管。研究了带有 MG+D- 木糖+吐温-80 系统的 PG 电池的许多特性。研究结果本次研究记录的开路电压、暗处电压、光电势 (PP) 和光电流 (PC) 分别为 1080.00 mV、165.00 mV、915.00 mV 和 674.00 µA。观察到的填充因子(FF)和转换效率(CE)分别为 1.891% 和 0.2732。新颖性:通过调整 PG 电池的多项参数,研究了太阳能的影响。基于上述结果,PG 系统通过实验证明是一种有效的系统,应进一步研究,特别是在提高太阳能输出和储存方面。关键词D-木糖 吐温-80 金盏花 光电流 天然染料
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引用次数: 0
Application of Fixed Point Theorems to Differential Equation in b-Multiplicative Metric Spaces 定点定理在 b 倍增度量空间微分方程中的应用
Pub Date : 2024-06-03 DOI: 10.17485/ijst/v17i22.1272
J. Jarvisvivin, A. P. Dharsini
Objectives: In this manuscript, some fixed point theorems have been provided in b-multiplicative metric spaces. Methods: We proved the unique fixed point theorems using the Banach contraction principle and generalized Lipschitz contractive mappings. Findings: We established the P Property and the T-Stability of Picard’s iteration in b-multiplicative metric spaces. We also provide an example to demonstrate the result. Novelty: Using our results, we obtained the existence and uniqueness of solutions for ordinary multiplicative differential equations with initial value problems. 2020 Mathematics Subject Classification: 47H10, 54H25. Keywords: Fixed Point, Generalized Lipschitz Contractive, Picard’s iteration, b-Multiplicative Metric Space (b − MMS), T -Stability, Differential equation
目的:本手稿提供了一些 b-乘法度量空间的定点定理。方法:我们利用巴拿赫收缩原理和广义利普齐兹收缩映射证明了唯一定点定理。研究结果我们建立了皮卡尔迭代在 b 倍增度量空间中的 P 特性和 T 稳定性。我们还提供了一个例子来证明这一结果。新颖性:利用我们的结果,我们得到了有初值问题的常乘法微分方程解的存在性和唯一性。2020 数学主题分类:47H10, 54H25.关键词: 定点定点、广义利普齐兹收缩、皮卡尔迭代、b-多元空间(b - MMS)、T-稳定性、微分方程
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引用次数: 0
Type (K) Compatible Mappings and Common Fixed Points in Complete Cone S-metric Spaces 完整圆锥 S-度量空间中的(K)型兼容映射和公共定点
Pub Date : 2024-06-03 DOI: 10.17485/ijst/v17i22.1431
V. Rao, U. Dixit
Objective: This research work is an attempt to explore common fixed points for four self-maps that are pairwise type ( ) compatible in a complete cone -metric space. Method: We have applied a contractive condition together with a weaker condition, compatible of type (K) to establish fixed points that are common for four self-maps. Findings: Some already existing results in the literature have been generalized, expanded upon, and new fixed point results have been obtained in cone S-metric spaces. To back up our conclusions, a suitable example is provided. Novelty: By adopting an appropriate contractive condition, we have proven the existence of a unique common fixed point for four maps in a cone -metric space, despite the weak compatible condition. MSC 2020: 47H10, 54H25. Keywords: Normal Cone, Partial Ordering, Cone S-metric Space, Compatible Mappings of Type (K), Common Fixed Point
研究目的这项研究工作试图探索在一个完整的锥-度量空间中,成对类型( )兼容的四个自映射的共同固定点。研究方法我们应用收缩条件和一个较弱的条件--类型(K)兼容--来建立四个自映射的共同定点。研究结果我们对文献中已有的一些结果进行了归纳、扩展,并在锥 S 度量空间中获得了新的定点结果。为了支持我们的结论,我们提供了一个合适的例子。新颖性:通过采用适当的收缩条件,我们证明了在锥-度量空间中,尽管存在弱兼容条件,但四个映射的唯一公共定点是存在的。MSC 2020: 47H10, 54H25.关键词正锥,部分排序,锥S度量空间,(K)型相容映射,公共定点
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引用次数: 0
Difference Ordered G􀀀 Semirings 差分有序 G􀀀 Semirings
Pub Date : 2024-06-03 DOI: 10.17485/ijst/v17i22.1077
T. R. Sharma, Rajesh Kumar
Objectives: In this study, we generalize some of the difference ordered and weak uniquely difference ordered semirings results. Methods: To establish the results in semirings, we use conditions like commutativity, simple, multiplicative cancellative, additively idempotent on difference-ordered, and weak uniquely difference-ordered semirings. Findings: First, we give some examples of difference ordered semiring, and weak difference ordered semirings. Then generalize some of the results of semirings to semirings and discuss some of the properties of additive idempotent semifield. Novelty: We find that if is a non-zeroic difference ordered semiring then is a strong ideal of Let be a positive difference ordered Gel’fand semiring then every maximal non-unit of is prime. Further, we find that if is a simple difference ordered additively idempotent semiring and which is not a unit then is prime if and only if there exists a character : satisfying Moreover, if and are distinct prime elements of Then and are also distinct. Finally, we consider some properties of additive idempotent semifield and then introduce the concept of weak uniquely difference-ordered semirings. AMS Mathematics subject classification (2020): 16Y60. Keywords: Γ-semiring, Difference ordered Γ-semiring, Additively idempotent Γ- semiring, Strong identity, Weak uniquely difference-ordered Γ-semirings
研究目的在本研究中,我们对一些差分有序和弱唯一差分有序半影结果进行了归纳。方法:为了建立语义中的结果,我们使用了交换性、简单性、乘法抵消性、差序上的加法幂等条件,以及弱唯一差序语义。研究结果首先,我们给出了一些差分有序语义和弱差分有序语义的例子。然后,我们将语义的一些结果归纳到语义中,并讨论了加法幂等半域的一些性质。新颖性:我们发现,如果是一个非零差分有序半等式,那么是一个强理想的 让是一个正差分有序的 Gel'fand 半等式,那么它的每一个最大非单元都是素数。此外,我们还发现,如果 是一个简单的差分有序可加可幂半等式,并且它不是一个单元,那么当且仅当存在一个满足以下条件的字符 : 时,它是素数。此外,如果 和 是的不同素元,那么 和 也是不同的素元。最后,我们考虑加法幂等幂半域的一些性质,然后引入弱唯一差序半域的概念。美国数学会数学学科分类(2020):16Y60。关键词:Γ-配线 差序Γ-配线 加性幂等Γ-配线 强同一性 弱唯一差序Γ-配线
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引用次数: 0
Response Surface Optimization for Compliant Joint of Humanoid Robot Using ANSYS - Design of Experiment 使用 ANSYS 对仿人机器人的顺应性关节进行响应面优化 - 试验设计
Pub Date : 2024-06-03 DOI: 10.17485/ijst/v17i22.3169
Alpeshkumar B Damor, Vinay J Patel
Objective: A Compliant Joint of humanoid robot is a spring-loaded assembly, which is used to interact safely with the environment, and it helps to stabilized sudden shock and vibration in the robotic system. At the moment, compliant joints are required to optimize their size and dimensions which result into optimized weight and factor of safety of humanoid robot. Methods: Analysis is carried out using Response Surface Methodology (RSM) and Multi-Objective Genetic Algorithm (MOGA) using ANSYS. The current study employed goal-driven optimisation using ANSYS Workbench to minimise weight and achieve the required factor of safety range for the compliant joint. To find out range of variables such as rim thickness, shaft diameter, base thickness, module thickness and spoke thickness affecting on responses such as factor of safety and geometrical mass of compliant joint single factor single response parametric analysis is carried out. Findings: Based on trend of preliminary analysis variable range and combinations are selected to study interaction effect of parameters to obtain favorable factor of safety and low geometrical mass. The optimized compliant joint is compared with various design and validated through the developed actual module. Novelty: Eventually, the geometry mass of the compliant joint was reduced from 0.8604 kg to 0.6449 kg, resulting in a lighter weight (24.06% reduction) with a 1.7533 factor of safety and more compact in size (outer diameter is shrink from 142 to 126 mm). Keywords: Compliant joint, Goal driven optimization, Response surface optimization, Design of experiment, Humanoid robot
目的:仿人机器人的顺应式关节是一个弹簧加载组件,用于与环境进行安全互动,并有助于稳定机器人系统中的突发冲击和振动。目前,顺应式关节需要优化其大小和尺寸,从而优化仿人机器人的重量和安全系数。方法使用 ANSYS 的响应面方法论(RSM)和多目标遗传算法(MOGA)进行分析。当前的研究使用 ANSYS Workbench 进行目标驱动优化,以最大限度地减少重量,并达到顺应关节所需的安全系数范围。为找出轮辋厚度、轴直径、底座厚度、模块厚度和辐条厚度等变量对安全系数和顺应式接头几何质量等响应的影响范围,进行了单因素单响应参数分析。分析结果:根据初步分析的趋势,选择了变量范围和组合来研究参数的交互影响,以获得有利的安全系数和较低的几何质量。将优化后的顺应式接头与各种设计进行比较,并通过开发的实际模块进行验证。新颖性:最终,顺应式接头的几何质量从 0.8604 千克减少到 0.6449 千克,重量更轻(减少 24.06%),安全系数为 1.7533,尺寸更紧凑(外径从 142 毫米缩小到 126 毫米)。关键词顺应性关节 目标驱动优化 响应面优化 实验设计 仿人机器人
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引用次数: 0
期刊
Indian journal of science and technology
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