A Lightweight Transformer Model for Defect Detection in Electroluminescence Images of Photovoltaic Cells by Yang Yang, Jing Zhang, Xin Shu, Lei Pan, Ming Zhang

“…Solar panels play a crucial role in converting solar energy into electricity, with PhotoVoltaic (PV) modules being their core components. To ensure solar panels function well, efficient and accurate defect detection of PV modules is essential. …”
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The ways of improvement special physical training of high-qualified women volleyball players in competitive period of annual macrocycle by A.N. Malikova, E. Yu. Doroshenko, A. V. Symonik, E. V. Tsarenko, A. I. Veritov

“…Results: features of the functional dependence of the level of general physical preparedness with the separate components of the special physical preparedness of volleyball players are established. …”
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Enhancing Scalability in On-Demand Video Streaming Services for P2P Systems by R. Arockia Xavier Annie, P. Yogesh, A. Kannan

“…It consists of four functional modules, namely, Quality Preserving Multivariate Video Model (QPMVM) for efficient server management, tracker for efficient peer management, heuristic-based content distribution, and light weight incentivized sharing mechanism. …”
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HMA-Net: a hybrid mixer framework with multihead attention for breast ultrasound image segmentation by Soumya Sara Koshy, L. Jani Anbarasi

“…A combined loss function, integrating binary cross entropy and dice loss, is used to train the model.ResultsThe proposed model has an exceptional performance in segmenting intricate structures, as confirmed by comprehensive experiments conducted on two datasets, namely the breast ultrasound image dataset (BUSI) dataset and the BrEaST dataset of breast ultrasound images. …”
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Design of a public health emergency equipment modularized system for bioterrorism events in major public places based on scenario analysis, literature review, cluster analysis, and... by Xiaowen Sun, Yongzhong Zhang, Yongzhong Zhang, Chao Zhao, Chao Zhao, Tiantian Li, Song Bai

“…This modularized system consisted of 5 first-level modules, 15 second-level modules, and 32 third-level modules, and is equipped 162 types of equipment.ConclusionThe constructed modularized system of health emergency equipment for bioterrorism events has a certain degree of pertinence and reliability and can serve as a reference for the construction of health emergency team equipment modularized systems and the use of health emergency equipment at the scene of bioterrorism events.…”
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Mobile climbing robot with energy recovery by M. Polishchuk, V. Oliinyk

“…Patented construction and functional scheme of pedipulator – conceptual walking mechanism are provided as well as a method to integrate movement and surface attachment modules of the robot. …”
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Data exchange between the SAP ERP system and local systems of the main production workshops using web services by D. M. Dupanov

“…The result of this work was the implementation and adaptation of a new method of data exchange between systems, the possibility of using received classes and functional modules for the quick creation of following-up web services.…”
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翅片滚刀参数化设计系统的研究与开发 by 沈铭乾, 武宝林, 田冬龙

“…Under the VS C++platform,with the modularized design concept and the Pro/TOOLKIT that provided by Pro/E 5.0software,the parametric design and Pro/E re-development of the fin hobs carried out.As well as through ADO database access interface technology,the communication and data exchange between the each modular and ACCESS database is realized.The design system includes rights management,parameter calculation and 3Dmodels auto-modeling and other functional modules.All above mention works lay a foundation for the fin hobs accurate and efficient design.…”
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Surface Electromyography-Based Analysis of the Lower Limb Muscle Network and Muscle Synergies at Various Gait Speeds by Tie Liang, Huacong Miao, Hongrui Wang, Xiaoguang Liu, Xiuling Liu

“…Therefore, this study addressed the gait speed effect on the changes in cooperative modules and functional connectivity between muscles. …”
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Research on intelligent scheme of telecommunication network by Tao LI, Chunjia WANG, Shanshan LI

“…The network of telecom operators needs to be promoted urgently in agility, efficiency and intelligence to realize its self-configuration, self-management and self-optimization.However, due to the inconsistent development route and technical characteristics between AI and communication network, how to deeply integrate AI and communication network is necessary to be considered systematically.Based on the development of the telecommunication network intelligence industry, and on the basis of the analysis of the needs of telecom operators for intelligence and the assessment of the status quo, the goal and technical scheme of telecommunication network intelligence were proposed, which covered the intelligent framework, intelligent functional modules and processes, data processing, algorithm model construction and integration.The scheme was helpful to promote the large-scale intellectualization of telecom operators and improve operational efficiency.…”
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Parallel evolution of chordate cis-regulatory code for development. by Laura Doglio, Debbie K Goode, Maria C Pelleri, Stefan Pauls, Flavia Frabetti, Sebastian M Shimeld, Tanya Vavouri, Greg Elgar

“…We also show that the ability of a ciCNE to up-regulate gene expression in vertebrate embryos can in some cases be localised to short sub-sequences, suggesting that functional cross-talk may be defined by small regions of ancestral regulatory logic, although functional sub-sequences may also be dispersed across the whole element. …”
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Phase-specific transcriptional patterns of the oomycete pathogen Phytophthora sojae unravel genes essential for asexual development and pathogenic processes. by Min Qiu, Mengjun Tian, Saijiang Yong, Yaru Sun, Jingting Cao, Yaning Li, Xin Zhang, Chunhua Zhai, Wenwu Ye, Ming Wang, Yuanchao Wang

“…Hierarchical clustering, specificity, and diversity analyses revealed a more pronounced transcriptional plasticity during the stages of asexual development than that in host infection, which drew our attention by particularly focusing on transcripts in asexual development stage to eventually clustered them into 6 phase-specific expression modules. Three of which respectively possessing a serine/threonine phosphatase (PP2C) expressed during the mycelial and sporangium stages, a histidine kinase (HK) expressed during the zoospore and cyst stages, and a bZIP transcription factor (bZIP32) exclusive to the cyst germination stage were selected for down-stream functional validation. …”
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Semisynthesis of Ribonuclease A using Intein-Mediated Protein Ligation by Ulrich Arnold, Matthew P. Hinderaker, Ronald T. Raines

“…The introduction of non-natural amino acid residues or modules into proteins provides a new means to explore the basis for conformational stability, folding/unfolding behavior, or biological function. …”
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Membrane identity and GTPase cascades regulated by toggle and cut‐out switches by Perla Del Conte‐Zerial, Lutz Brusch, Jochen C Rink, Claudio Collinet, Yannis Kalaidzidis, Marino Zerial, Andreas Deutsch

“…We modelled this process as a cascade of functional modules of interacting Rab GTPases. We demonstrate that intermodule interactions share similarities with the toggle switch described for the cell cycle. …”
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A New Excitation Control Device for Brushless Alternator of Electrical Wheels Autonomous Dump Truck by FENG Bing, YANG Dongxin, LIU Songbai

“…In order to control excitation current effectively, it used DSP as its control unit and function modules with serial and CAN communication to sample all kinds of signal and process algorithms for effective regulation of the excitation current. …”
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The effect of solar cells distribution on the Performance of solar panel by Baghdad Science Journal

“…Three different distribution modules of silicon solar cells in a panel are used in this study . …”
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Research on the Construction of Accounting Informatics System and Risk Assessment Method in Big Data’s Era by Yining Wang, Tian Wang, Rui Zhao, Xi Lun

“…According to the risk residual value, the probability of a system function failure in the main module and submodule of the system is adjusted, and the risk level is defined by the exponential function to realize the system risk estimation under the background of big data. …”
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System for digital character recognition, extraction and structuring of medical data with the formation of a cloud-based electronic health records by A. A. Komkov, V. P. Mazaev, S. V. Ryazanova, A. A. Kobak

“…The service contains an interface part (Frontend), a functional part, with the possibility of expanding with separate modules (Backend), and databases for storing information about patients. …”
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Research on intelligent scheme of telecommunication network by Tao LI, Chunjia WANG, Shanshan LI

“…The network of telecom operators needs to be promoted urgently in agility, efficiency and intelligence to realize its self-configuration, self-management and self-optimization.However, due to the inconsistent development route and technical characteristics between AI and communication network, how to deeply integrate AI and communication network is necessary to be considered systematically.Based on the development of the telecommunication network intelligence industry, and on the basis of the analysis of the needs of telecom operators for intelligence and the assessment of the status quo, the goal and technical scheme of telecommunication network intelligence were proposed, which covered the intelligent framework, intelligent functional modules and processes, data processing, algorithm model construction and integration.The scheme was helpful to promote the large-scale intellectualization of telecom operators and improve operational efficiency.…”
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Modular and efficient assembly of CRISPR vectors and construction of an apple gene editing efficiency evaluation system by HOU Feifan, HUANG Chuanmi, HAO Pengbo, CONG Liu, BAI Tuanhui, SHI Jiangli, WANG Miaomiao, LIU Yu, ZHAO Yujie, WAN Ran, SHEN Yawen, ZHANG Hengtao, ZHANG Kunxi, ZHENG Xianbo, JIAO Jian

“…This system demonstrated exceptional modular compatibility, enabling seamless integration of multiple expression modules and rapid adaptation of the vector's functional components as required. …”
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