Petrochemical Equipment Detection by Improved Yolov5 with Multiscale Deep Feature Fusion and Attention Mechanism by Zhenqiang Wei, Shaohua Dong, Xuchu Wang

“…The model considers the advantages of the channel and spatial attention mechanism and incorporates it into the three mainframes. …”
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Mechanism of <italic>Hindu Datura</italic> in the Treatment of Rheumatoid Arthritis from the Perspective of Network Pharmacology by Changlong FU, Yangyang MEI, Xihai LI, Zhiwei QIU, Changxing CHEN, Chunsong ZHENG

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Improved Double-Layer Structure Multilabel Classification Model via Optimal Sequence and Attention Mechanism by Geqiao Liu, Mingjie Tan

“…By introducing an attention mechanism, this study analyzes the key attributes to achieve the goal of classification. …”
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Structural Parameter Analysis and Optimization of Six-link Double-crank Slider Mechanism of Stamping Machine by Liu Shanmin, Wu Ziyue, Liu Shanzeng

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Study on the mechanics and self-sensing properties of ultrahigh-performance shotcrete containing waste glass aggregates by Jing Wang, Songze Wu, Yunlong Zhang, Xuesong Qian

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Orthogonal Analysis and Numerical Simulation of Rock Mechanics Parameters in Stress Field of Shaft Heading Face by Liyun Yang, Siyu Chen, Pengxiang Dong, Qingcheng Wang, Chen Huang

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AC Fault Mechanism and Impact Analysis of Offshore Wind Power Connected to Flexible and Direct Systems by Wanli JIANG, Ruoyu WANG, Jiajing LI, Jingyi LIANG

“…The fault characteristics and mechanism of offshore wind power access system were analyzed from two aspects: asymmetric fault and symmetric fault. …”
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Resource allocation mechanism in the TWDM-PON and C-RAN joint architecture with hybrid energy supply by Ruyan WANG, Ningning XU

“…Aiming at the problems of low resource utilization rate,high energy consumption and poor user service quality in the existing virtualized Cloud Radio Access Network,an energy-aware virtualized resource allocation mechanism with hybrid energy supply was proposed.According to the energy sources and energy consumption of different network devices,energy arrival and energy consumption models were established.Furthermore,under the premise of guaranteeing the quality of user services,considering proportional fairness and energy consumption optimization,distributed algorithms based on asynchronous update were used to allocate resources and harvested energy for different types of virtual cloud radio access networks and user virtual base stations to effectively improve the energy efficiency of network.The simulation results show that the proposed resource allocation mechanism can reduce energy consumption while effectively reducing the latency and improving the throughput.…”
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American Philhellenes, Protestant Missionaries and the “Orphans” of the 1821 Hellenic War of Independence: The Case of Christodoulos Evangelides by Smatie Yemenedzi-Malathouni

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Astaxanthin as a potential therapeutic agent for knee osteoarthritis: A review of mechanisms and clinical evidence by Sidra Sabir, AHM Mahmudur Rahman, Abdul Haseeb Bhutta

“…Astaxanthin, a potent antioxidant carotenoid, has gained interest due to its multifaceted mechanisms of action and potential role in KOA management. …”
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Mechanical Characterization of Friction-Stir-Welded Aluminum AA7010 Alloy with TiC Nanofiber by S. Kaliappan, T. Mothilal, L. Natrayan, P. Pravin, Tewedaj Tariku Olkeba

“…Because of the nanofiber, the HAZ and TMT grains were polished and distortion-free, resulting in improved mechanical properties.…”
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Shape similarity differential privacy trajectory protection mechanism based on relative entropy and K-means by Suxia ZHU, Shulun LIU, Guanglu SUN

“…To solve the problem that most studies had not fully considered the sensitivity of location to privacy budget and the influence of trajectory shape, which made the usability of published trajectory poor, a shape similarity differential privacy trajectory protection mechanism based on relative entropy and K-means was proposed.Firstly, according to the topological relationship of geographic space, relative entropy was used to calculate the sensitivity of real location to privacy budget, a real-time calculation method of location sensitive privacy level was designed, and a new privacy model was built in combination with differential privacy budget.Secondly, K-means algorithm was used to cluster the release position to obtain the release position set that was most similar to the real position direction, and Fréchet distance was introduced to measure the similarity between the release track and the real track, so as to improve the availability of the release track.Experiments on real data sets show that the proposed trajectory protection mechanism has obvious advantages in trajectory availability compared with others.…”
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Design and Analysis of a New Type of Electro-mechanical Brake-by-wire based on Wedge Transmission by Yansong Yang, Yutao Luo, Xiaotong Xu

“…A new type of electro-mechanical brake-by-wire system based on wedge transmission is proposed for driverless vehicle，and the optimal design method of wedge transmission angle is proposed too. …”
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Optimization of Indirect Fracturing Process Parameters Based on Mechanical Properties of Fractured and Low-Permeability Coal by Wenfeng Yuan, Xigui Zheng, Niaz Muhammad Shahani

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Mechanically powered negative pressure dressing reduces surgical site infection after stoma reversal by Brian Williams, MD, Aubrey Swinford, MD, Jordan Martucci, MD, Johnny Wang, MD, Jordan R. Wlodarczyk, MD, Abhinav Gupta, MD, Kyle G. Cologne, MD, Sarah E. Koller, MD, Christine Hsieh, MD, Marjun P. Duldulao, MD, Joongho Shin, MD

“…We present a novel approach to stoma closure in which a self-contained mechanically powered negative pressure dressing (MP-NPD) is applied to primarily closed stoma reversal wounds. …”
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Design and Motion Control of a Novel Weak-coupling Parallel Hip-joint Rehabilitation Mechanism by Xing Jiyuan, Xu Jilong, Liu Fucai

Subjects: “…Parallel mechanism…”
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Design and Kinematics Analysis of the Three-configuration Old Helper Metamorphic Mechanism based on Graph Theory by Sunke Zhu, Lü Hang, Weizhan Li, Yanli Yin, Yao Zhao

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TOPOLOGY OPTIMIZATION OF MORPHING WING TRAILING EDGE BASED ON MULTI-POINTS DRIVING COMPLIANT MECHANISM by KOU Xin, GE WenJie

Subjects: “…Multi-points Driving compliant mechanism…”
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Prediction and design optimization of mechanical properties for rubber fertilizer hose reinforced with helically wrapped nylon by Mengfan Wang, Lixin Zhang, Changxin Fu

Subjects: “…Prediction of mechanical properties…”
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Comparison of Two Typical Professional Programs for Mechanical Analysis of Interlayer Bonding of Asphalt Pavement Structure by Shuangxi Li, Liang Tang, Kang Yao

“…The mechanical analysis of interlayer bonding problem of asphalt pavement is performed by the elastic layered system theory or finite element method (FEM); then, a lot of specialized programs based on the above theories emerged successively, of which BISAR3.0 and EverStressFE are quite representative. …”
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