Research on the Gas Emission Quantity Prediction Model of Improved Artificial Bee Colony Algorithm and Weighted Least Squares Support Vector Machine (IABC-WLSSVM) by Lei Wang, Jinghang Li, Wenbo Zhang, Yu Li

“…This prediction model has obvious advantages compared with the other three improved prediction models in terms of fitting, accuracy, and generalization ability, which can provide a reliable theoretical basis for the prediction of gas emission in coal mining face under complex factors and propose a new idea for the application of artificial intelligence in the construction of intelligent mines. At the same time, the prediction model can also be applied to other fields.…”
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Research on Underground Track Tracking of a New Type Shaft Boring Machine by Jinyu Sun, Xinming Chen, Huazhe Jiao, Qi Wang, Diantao Zheng, Yulong Han, Ziyang Liu

“…The PID (proportional–integral–derivative control) algorithm can complete complex trajectory tracking tasks and promote the development of unmanned construction technology.…”
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Optimization of a Dual-Channel Water-Cooling Heat Dissipation System for PMSM in Underwater Unmanned Vehicles Using a Multi-Objective Genetic Algorithm by Wenlong Tian, Chen Zhang, Zhaoyong Mao, Bo Cheng

“…Subsequently, a model sample library for simulating the coupled temperature and flow fields of the motor was constructed, and a response surface model between the variables was developed. …”
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Metering Error Assessment Model Considering Multiple Factors by Kunyi Li, Jinliang Gao, Wenyan Wu, Shihua Qi, Huizhe Cao, Wei Qiu, Yuan Tian, Xiaoyu Zhu

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Petrophysics Parameter Inversion and Its Application Based on the Transient Electromagnetic Method by Xiaozhen Teng, Jianhua Yue, Kailiang Lu, Danyang Xi, Herui Zhang, Kua Wang

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Physics-informed modeling of splitting tensile strength of recycled aggregate concrete using advanced machine learning by Kennedy C. Onyelowe, Viroon Kamchoom, Shadi Hanandeh, S. Anandha Kumar, Rolando Fabián Zabala Vizuete, Rodney Orlando Santillán Murillo, Susana Monserrat Zurita Polo, Rolando Marcel Torres Castillo, Ahmed M. Ebid, Paul Awoyera, Krishna Prakash Arunachalam

“…Abstract Physics-informed modeling (PIM) using advanced machine learning (ML) represents a paradigm shift in the field of concrete technology, offering a potent blend of scientific rigor and computational efficiency. …”
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Fuzzy synthetic approach for seismic risk assessment of bridges with insights from the 2023 Kahramanmaras Earthquake in Turkiye by Abdullah Ansari, Ayed E. Alluqmani, Zhongkai Huang, Jong-Han Lee, Gürkan Özden, Yewuhalashet Fissha, Taoufik Saidani, Anas Ansari

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Comparative Study on Prediction Models for Crack Opening Degree in Concrete Dam by HUANG Song, WU Jie, FANG Zhanchao, CHU Huaping, WU Yan'gang, XUE Zilong, HE Linbo

“…In recent years, classical statistical models and machine learning models have been developed in parallel in the field of dam safety monitoring. However, there are some deficiencies in the predictive power of the former and the theoretical explanation of the latter. …”
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BOOTSTRAP METHODS FOR INVESTIGATING THE ROCK MASS ZONAL FRACTURE AROUND UNDERGROUND WORKINGS by A. S. Losev

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Parametric Architectural Design for a New City Identity: Materials, Environments and New Applications by Inès Sahtout Gaha

“…Then, from a position that redefines the city as both a "medium" city and an "object" city, we explore the fields of application and novelties that are investing in the fields of architectural construction. …”
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Parametric Architectural Design for a New City Identity: Materials, Environments and New Applications by Inès Sahtout Gaha

“…Then, from a position that redefines the city as both a "medium" city and an "object" city, we explore the fields of application and novelties that are investing in the fields of architectural construction. …”
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Association analysis of causative factors of fall from height accidents by Hanjun Guo, Yuwei Mo, Zixi Wang, Rongxue Kang, Ke Tang, Qiuju Ma

“…Utilizing the Apriori algorithm and Gephi software, the study mined the association rules of causal factors in falls from height and constructed their network diagram. …”
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A novel method of BiFormer with temporal-spatial characteristics for ECG-based PVC detection by Siyuan Chen, Zhen Wang, Hao Wang, Shuai Wang, Yang Li, Yang Li, Bing Wang

“…Here, we conducted a study focused on the practical applications of is technology.MethodsWe first used the MIT-BIH arrhythmia database and a sparse low-rank algorithm to denoise ECG signals. We then transformed the one-dimensional time-series signals into two-dimensional images using Markov Transition Fields (MTFs), considering state transition probabilities and spatial location information to comprehensively capture signal features. …”
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Usage of the optimal fuzzy system models on chloride diffusion of concrete by Shuai Sun

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New approach to strongly coupled N $$ \mathcal{N} $$ = 4 SYM via integrability by Simon Ekhammar, Nikolay Gromov, Paul Ryan

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Design and Testing of Electric Drive System for Maize Precision Seeder by Lin Ling, Yuejin Xiao, Xinguang Huang, Guangwei Wu, Liwei Li, Bingxin Yan, Duanyang Geng

“…To improve the expandability, seeding accuracy, and operating speed range of the electric drive system (EDS) of precision seeders, this study constructed an EDS based on a controller area network (CAN) bus and designed a motor controller based on a field-orientated control (FOC) algorithm. …”
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Methodology for Assessing Contractors by the Level of Compliance with the Deadlines for the Fulfillment of Contractual Obligations by T. G. Berezova

“…The information base of the study was the open data of the Unified Information System in the field of procurement, the State Information Resource of Accounting (Financial) Reporting. …”
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Combining Deep Learning and Street View Images for Urban Building Color Research by Wenjing Li, Qian Ma, Zhiyong Lin

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Dynamics of link formation in networks structured on the basis of predictive terms by S. O. Kramarov, O. R. Popov, I. E. Dzhariev, E. A. Petrov

“…Thus, the object of the study comprises international information networks structured on the basis of dictionaries of model predictive terms thematically related to cutting-edge information technologies.Methods. An algorithmic approach is applied to establish the sequence of combining the necessary operations for automated processing of textual information by the internal algorithms of specialized databases, software environments and shells providing for their integration during data transmission. …”
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Air Route Network Planning Method of Urban Low-Altitude Logistics UAV with Double-Layer Structure by Zhuolun Li, Shan Li, Jian Lu, Sixi Wang

“…In the transshipment layer, the index of the route betweenness standard deviation (BSD) is introduced to construct the route network planning model. In order to solve the above model, a double-layer algorithm was designed. …”
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