Organization of Expert Activity on Digital Network Platforms by V. V. Zotov

“…Currently, expert-analytical activity is being developed on digital network platforms as sociotechnical systems that organize algorithmized relationships between actors and actant in the field of assessing a problem situation and making decisions to resolve it. …”
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An effective solution for analyzing the electromagnetic scattering characteristics of composite conducting dielectric objects under multiple angle incidence by Meng Kong, Xin Yuan Cao, Qi Qi, Xian Liang Wu

“…By the complexity analysis of the proposed algorithm and the numerical simulation of various composite objects with different materials and structures, the efficiency of the proposed algorithm is verified.…”
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Research on Stacking Distribution of Steel Plates Input Based on Improved Multi-objective Particle Swarm Optimization by ZHONG Chuanjie, CHENG Wenming, DU Run, GAO Xuchao, ZHANG Lin

“…In addition, when multiple conflicting optimization objectives were present, it was difficult to construct a single mathematical model and apply traditional analytic algorithms to solve it. …”
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Motion standard level system based on Internet of things by Miao Yu

“…Recognition of motion level is a popular research area in the field of image processing in recent years. Based on the sensor equipment of action data acquisition, this article analyses the sensitivity of the micro-electro-mechanical system sensor. …”
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Utilizing computer modeling in reliability management of technological equipment in woodworking industries by Tsarkova Evgenia

“…A method for constructing a decision support system within the field of technical support for production operations in the penal institutions of the Russian Federation is being examined in this paper. …”
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Integration of artificial intelligence and advanced optimization techniques for continuous gas lift under restricted gas supply: A case study by Leila Zeinolabedini, Forough Ameli, Abdolhossein Hemmati-Sarapardeh

“…However, the challenge lies in balancing gas availability constraints to achieve maximum efficiency in an oil field. This study utilizes the integrated production modeling (IPM) software to simulate an oil field operation in Iran. …”
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Material point physical model rationale while studying kinematic characteristics of a motor vehicle in case of oblique collision with side cable barriers by G. P. Kolesnikova

“…The application of a physical model of a material point to study the motor vehicle dynamics during an oblique collision with side cable barriers is established scientifically, including the comparative analysis of the kinematic results of the virtual test with kinematic calculations obtained on the basis of algorithms for analytical construction of the MV movements.Discussion and Conclusions. …”
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Combined localization method of roadheader based on vision and inertial navigation by Jicheng WAN, Xuhui ZHANG, Wenjuan YANG, Chao ZHANG, Zheng DONG, Yuyang DU, Mengyu LEI, Xin CHEN, Junhao YANG

“…After processing, the Kalman filter fusion algorithm is used to fuse the visual measurement data and the fiber optic inertial navigation data. …”
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Logical-semantic knowledge model for the knowledge base of a lecturer by Serhii Dotsenko, Olga Banit, Dmytro Nor, Olga Morozova

“…This paper proposes an architecture for a three-factor graphical logical-semantic knowledge representation model, which defines an algorithm to form the corresponding knowledge base. …”
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ABOUT ONE APPROACH FOR DETERMINING THE SENSITIVITY OF MATHEMATICAL MODELS by Azer Kerimov

“…Mathematical models (MM) operate on the basis of input and output, which are transmitted to and extracted from embedded mathematical algorithms. These algorithms, which have parameters, change when these sensitivity parameters of mathematical models change. …”
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Multi-modal denoised data-driven milling chatter detection using an optimized hybrid neural network architecture by Haining Gao, Haoyu Wang, Hongdan Shen, Shule Xing, Yong Yang, Yinlin Wang, Wenfu Liu, Lei Yu, Mazhar Ali, Imran Ali Khan

“…The Ivy algorithm is utilized to optimize the hyperparameters of DBMA. …”
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Research on Path Smoothing Method for Robot Scanning Measurement Based on Multiple Curves by Chen Chen, Liandong Yu, Huakun Jia, Yichen Huang, Xiangyang Wang, Yang Lu, Rongke Gao, Hao Jin

“…As the field of robotics advances swiftly, industrial automation has become prevalent in the realms of manufacturing and precision measurement. …”
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An Automatic Framework Recognizing the Relationships of Cultural Heritage by Zizhan Zhang, Zijun Zhou, Yingchun Cao

“…The “FSM + N” methodology and CHREF can provide tools for various stages of work in cultural heritage, making significant contributions to the digital development and database construction in the field of cultural heritage.…”
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Improving the accuracy of thin metal film research using the eddy current method by Shmykov Danil, Malikov Vladimir, Katasonov Alexander, Voinash Sergey, Vornacheva Irina, Larin Oleg, Tansura Anton

“…Based on the review of the current state and literature in the field of non-destructive examination of thin metal films, it has been established that the optimal method for studying thin-film structures in terms of the performance/quality ratio is the non-destructive eddy current method. …”
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A landslide area segmentation method based on an improved UNet by Guangchen Li, Kefeng Li, Guangyuan Zhang, Ke Pan, Yuxuan Ding, Zhenfei Wang, Chen Fu, Zhenfang Zhu

“…This study not only provides an effective method for landslide segmentation tasks but also offers new perspectives for further research in related fields.…”
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Trailing Edge Flap Effects on Dynamic Stall Vortex and Unsteady Aerodynamic Forces on a Pitching Airfoil by Shi-Long Xing, He-Yong Xu, Wei-Guo Zhang

“…The numerical simulation method for large mesh deformation is constructed. Radial basis function- (RBF-) based mesh deformation algorithm, as well as Laplacian and optimization-based mesh smoothing algorithm, is adopted to ensure the mesh quality in flow field simulations. …”
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Optimized design and application of slot-type solar concentrator based on BIM technology by Miaoling Wang, Hao Wang

“… The application of BIM (Building Information Modeling) technology allows designers in the construction industry to complete their design work with lower energy consumption and higher efficiency and is therefore increasingly being used in other design fields. …”
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Progressive active inference method of protocol state machine by Yan PAN, Wei LIN, Yuefei ZHU

“…Protocol state machine active inference is a technique that relies on active automata learning.However, the abstraction of the alphabet and the construction of the mapper present critical challenges.Due to the diversity of messages of the same type, the response types of the same type are different, causing the method of regarding the message types as the alphabet will result in the loss of states or state transitions.To address the issue, message types were refined into subtypes according to the different responses and a progressive active inference method was proposed.The proposed method extracted the state fields from the existing protocol data to construct the initial alphabet and the mapper, and obtained the initial state machine based on active automata learning.It then mutated the existing messages to explore the response sequences, which were inconsistent with the current state machine.The mutated message was regarded as a protocol subtype and added to the alphabet, and a new state machine was inferred progressively based on the new alphabet.In order to reduce the interactions, a pre-response query algorithm was proposed based on prefix matching for the caching mechanism in the active automata learning.The ProLearner tool was utilized to evaluate the proposed method in the context of the SMTP and RSTP protocols.It is verified that the pre-response query method can effectively reduce the number of actual interactions, with an average reduction rate of about 10%.…”
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Particle Filter Tracking System Based on Digital Zoom and Regional Image Measure by Qisen Zhao, Liquan Dong, Xuhong Chu, Ming Liu, Lingqin Kong, Yuejin Zhao

“…To address the challenges of low accuracy and the difficulty in balancing a large field of view and long distance when tracking high-speed moving targets with a single sensor, an ROI adaptive digital zoom tracking method is proposed. …”
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Research on the temperature inversion accuracy based on spatial heterodyne interferometric spectroscopy observation in mesosphere and lower thermosphere by Weijia Wang, Haiyan Luo, Zhiwei Li, Wei Xiong

“…At this point, the average atmospheric temperature inversion accuracy in the vertical field of view is about 2 K. This study validates the advantages of high spectral resolution and high timeliness of satellite-borne spatial heterodyne interferometric spectroscopy in the field of MLT temperature detection, providing a theoretical basis for instrument design.…”
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