Roof Stability of Rectangle Coal Roadway: In Light of Calculation of Compressive Bar Stability by Ma Shou-Long, Gao Linsheng, Yang Yue, Peng Rui, Zhao Qifeng

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Exploring the Effects of Imidacloprid on Liver Health and the Microbiome in Rats: A Comprehensive Study by Alaa T. Qumsani

“…Histopathological examination showed that liver morphology changed significantly with the dose, including in terms of cellular disorganization and signs of stress, with an alteration in the hepatic architecture. Morphological changes were related to disturbances in the activity of liver enzymes, reflecting deteriorating liver function with increased imidacloprid exposure. …”
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Multi-Objective Dynamic Path Planning with Multi-Agent Deep Reinforcement Learning by Mengxue Tao, Qiang Li, Junxi Yu

“…The approach consists of two components: an action evaluation module and an action decision module, utilizing a centralized training with decentralized execution (CTDE) training architecture. During the training process, agents within the cluster learn cooperative strategies while being able to communicate with one another. …”
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The Use of Neural Networks in the Diagnosis of Heart Failure Via the Analysis of Medical Data by Valentino Blanco, Aitana Iglesias

“…The findings demonstrate that the neural network model, characterized by a multi-layered perceptron architecture, achieved a classification accuracy of 89.9% when applied to the test dataset. …”
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Mechanical and Microstructural Properties of Bamboo Fiber-Reinforced Concrete Containing a Blend of Waste Marble Powder and Waste Glass Powder by Dejene Mengesha Gelanew, Belachew Asteray Demiss

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Automatic Segmentation of Ischemic Stroke Lesions in CT Perfusion Maps Using Deep Learning Networks by Lida Zare Lahijan, Saeed Meshgini, Reza Afrouzian

“…The proposed network architecture includes the 7 Graph Convolutional layer, which can automatically perform feature selection/extraction and classify the resulting feature vector. …”
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An Over-Actuated Hexacopter Tilt-Rotor UAV Prototype for Agriculture of Precision: Modeling and Control by Gabriel Oliveira Pimentel, Murillo Ferreira dos Santos, José Lima, Paolo Mercorelli, Fernanda Mara Fernandes

“…The employed control architecture consists of cascaded proportional (P)-proportional, integral and derivative (PID) controllers using the successive loop closure (SLC) method on the five controlled degrees of freedom (DoFs). …”
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Tuning the nucleation kinetics of phosphate chemical conversion coating on Mg-Gd-Y-Zr magnesium alloy: The effect of pretreatment and organic additive by Siyu Sun, Peng Zhou, Yan Chen, JinTao Xiao, Jingli Sun, Yong Yuan, Tao Zhang, Fuhui Wang

“…In order to obtain a more protective phosphate conversion coating with a denser architecture, the nucleation kinetics of phosphate chemical conversion coating on Mg-Gd-Y-Zr magnesium alloy was tuned in this work. …”
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Age-Related Changes in Trabecular and Cortical Bone Microstructure by Huayue Chen, Xiangrong Zhou, Hiroshi Fujita, Minoru Onozuka, Kin-Ya Kubo

“…With the development of noninvasive imaging techniques such as computed tomography (CT), micro-CT, and high resolution peripheral quantitative CT (HR-pQCT), imaging of the bone architecture provides important information about age-related changes in bone microstructure and estimates of bone strength. …”
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Crop Row Detection in Maize Fields Inspired on the Human Visual Perception by J. Romeo, G. Pajares, M. Montalvo, J. M. Guerrero, M. Guijarro, A. Ribeiro

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Intelligent Traffic Management System Based on the Internet of Vehicles (IoV) by Samir A. Elsagheer Mohamed, Khaled A. AlShalfan

“…In this paper, we present the architecture of our proposed Intelligent Traffic Management System (ITMS) and Smart Traffic Signal (STS) controller. …”
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Intelligent Segment Routing: Toward Load Balancing with Limited Control Overheads by Shu Yang, Ruiyu Chen, Laizhong Cui, Xiaolei Chang

“…Segment routing has been a novel architecture for traffic engineering in recent years. …”
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On-Farm Application of Near-Infrared Spectroscopy for the Determination of Nutrients in Liquid Organic Manures: Challenges and Opportunities by Charlotte Höpker, Klaus Dittert, Hans-Werner Olfs

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Digital Thread-Based Optimisation Framework for Aeronautical Structures: A Vertical Tail Plane Use Case by Sébastien de Longueville, Christophe Bouvet, Emmanuel Bénard, Joël Jézégou, Yves Gourinat

“…Even though the use of these data-driven architectures is becoming increasingly widespread, most of the corresponding developments remain currently limited to the component level. …”
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Loading-Rate Dependence of Rocks in Postfailure Region under Triaxial Compression by Yang Tang, Seisuke Okubo, Jiang Xu, Hailong Zhang, Shoujian Peng

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Characterization and Suitability Assessment of Ameskroud Clay Deposits for Ceramic Applications by Aicha Idoum, Rachid Tiskatine, Soumia Mounir, Lahcen Bammou, Ahmed Aharoune

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Teaching a neural network modeling socio-economic development of the region by S. V. Romanchukov, O. G. Berestneva, L. A. Petrova

“…The use of third-party cloud-based software platforms (primarily IBM and Google infrastructures) allows to bypass the problem of the research team’s lack of expensive material and technical base, however they impose a number of limitations dictated by the requirements of the existing machine learning algorithms and the specific architecture provided platforms This puts the research team in front of the need to prepare the accumulated data set for processing: reducing the dimension, checking the data for compliance with the platform requirements and eliminating potential problem areas: “data leaks”, “learning distortions” and others. …”
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Prospects for cooperation between the financial corporation and companies, working in the field of digital technologies by V. S. Efremov, A. S. Pilishvili

“…The results of the study have showed, that every day, worldwide, fintech companies test a significant number of digital products, various open architecture tools, methods of transferring information through blockchain technologies, and optimize and integrate into the existing systems new client base programs, that completely change the main business processes of large enterprises and have a significant impact on the main consumer - a person. …”
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Edge and texture aware image denoising using median noise residue U-net with hand-crafted features by Soniya S., Sriharipriya K. C.

“…This work emphasizes that the skip connections along with the hand-crafted features could improve the performance at higher noise levels by using this simple architecture. In addition, the model was found to be less expensive, with low computational complexity.…”
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Seepage Analysis on the Surface Layer of Multistage Filled Slope with Rainfall Infiltration by Bingxiang Yuan, Zengrui Cai, Mengmeng Lu, Jianbing Lv, Zhilei Su, Zuqing Zhao

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