The Mechanism of Interaction of Esters of Methacrylic Acid with Carbon Nanotubes to Create a New Polymer Composite Material by I.V. Zaporotskova, L.S. Elbakyan

“…In this work is considered the possibility of creating new polymeric composite materials based on complex esters of methacrylic acid by reinforcing them with carbon nanotubes. …”
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Slowness and sparseness lead to place, head-direction, and spatial-view cells. by Mathias Franzius, Henning Sprekeler, Laurenz Wiskott

“…The numerical simulations are complemented by a mathematical analysis that allows us to accurately predict the output of the top SFA layer.…”
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Research on Cascading Failure Model of Urban Regional Traffic Network under Random Attacks by Ruru Xing, Qingfang Yang, Lili Zheng

“…For better describing the network cascading failure caused by random attacks such as traffic accidents, this paper introduces the ORNL-PSerc-Alaska (OPA) model to analyze the urban regional traffic network vulnerability. Firstly, the double-layer network model is built for analyzing the complex characteristics of the regional traffic network. …”
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The middle Cretaceous El Abra Limestone at its type locality (facies, diagenesis and oil emplacement), east-central Mexico by Joaquín Eduardo Aguayo-Camargo

“… The reef complex El Abra Limestone of the Cretaceous Valles-San Luis Potosí Platform at mid-eastern Mexico, is widely accepted to range from Albian to Cenomanian. …”
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Balanced Team Formation Using Hybrid Graph Convolution Networks and MILP by Mohamed A. Sharaf, Turki G. Alghamdi

“…The model utilizes the potential of graph neural networks, which have the ability to capture complex relationships and preferences among nodes. …”
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The corrosion behaviors of Mg-3Nd alloy in Qinghai Lake water by Ziyi Zhu, Hongbin Ma, Zhen Liu, Siting Cheng, Caihong Zhang, Rulin Jia, Peipeng Jin, Yupeng Wei

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SAR ship target detection method based on CNN structure with wavelet and attention mechanism. by Shiqi Huang, Xuewen Pu, Xinke Zhan, Yucheng Zhang, Ziqi Dong, Jianshe Huang

“…Dual tree complex wavelet transform (DTCWT) is introduced into the pooling layer of the encoder to smooth the speckle noise in SAR images, which is beneficial to preserve the contour structure and detail information of the target in the feature image. …”
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Space division and theory of graph-coloration-based protocol for multi-channel multi-transceiver operation in Internet of Vehicles by Lazhar Khamer, Sofiane Zaidi, Carlos T. Calafate

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A Graph Neural Network-Based Context-Aware Framework for Sentiment Analysis Classification in Chinese Microblogs by Zhesheng Jin, Yunhua Zhang

“…Sentiment analysis in Chinese microblogs is challenged by complex syntactic structures and fine-grained sentiment shifts. …”
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CNN-BiLSTM and DC-IGN fusion model and piecewise exponential attenuation optimization: an innovative approach to improve EEG emotion recognition performance by Shaohua Zhang, Yan Feng, Ruzhen Chen, Song Huang, Qianchu Wang

“…EEG emotion recognition has important applications in human-computer interaction and mental health assessment, but existing models have limitations in capturing the complex spatial and temporal features of EEG signals. …”
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An efficient fusion detector for road defect detection by Li Yang, Jingwei Deng, Hailong Duan, Chenchen Yang

“…In this way, the subtle features in the shallow layer can be preserved, and the deep semantic features can be extracted. …”
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Influence of Intrinsic Trapping on The Performance Characteristics of ZnO-Bi2O3 Based Varistors by Mohammad A. Alim

“…The lumped parameter/complex plane analysis technique reveals several contributions to the ac small-signal terminal immittance of the ZnO-Bi2O3 based varistors' grain-boundary response. …”
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A multivariate time series prediction model based on the KAN network by Yunji Long, Xue Qin

“…To address these challenges, we propose the KANMTS model, which integrates the advantages of Kolmogorov–Arnold networks (KAN) and multi-layer perceptrons (MLP). KANMTS leverages the non-linear mapping capabilities of KAN to improve the capture of complex patterns and dependencies in multivariate time series while maintaining the computational simplicity of MLP. …”
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Shear Strengthening of RC Beams with FRP Composites: Database of FE Simulations and Analysis of Studied Parameters by Amirali Abbasi, Omar Chaallal, Georges El-Saikaly

“…The use of externally bonded fiber-reinforced polymer (EB-FRP) composites for shear strengthening of reinforced concrete (RC) beams presents many challenges given the complex phenomena that come into play. Premature bond failure, the behavior of the interface layer between FRP composites and the concrete substrate, the complex and brittle nature of shear cracks, and the adverse interaction between internal steel stirrups and EB-FRP are some of these phenomena. …”
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VFQB: A Novel Deep Learning Model for Rolling Bearing Fault Diagnosis by Zhiru Xiao, Yanfang Xu, Junjie Cui

“…In rolling bearing fault diagnosis, weak features are often masked by complex environmental conditions, blurring the original fault signals and reducing diagnostic accuracy. …”
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Research on the basic theory and application of enhanced recovery in tight sandstone gas reservoirs by Gao Shusheng, Ye Liyou, Liu Huaxun, Zhang Jianzhong, Zhu Wenqing, An Weiguo

“…Enhancing the recovery rate of tight sandstone gas reservoirs is a complex engineering challenge that necessitates thorough, refined, and systematic research into its fundamental theories. …”
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Technology and Application Development of Medical Foundation Model by Xiaohong Chen, Liu Liu, Yige Yuan, Junpu Wang, Dayuan Li, Jianhua Qiu

“…The technology system is composed of a base layer, a model layer, an application layer, and a common module. …”
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The Influence of Dendrite Growth Direction on the Oxidation Behavior of Single-Crystal Superalloy DD10 by WANG Zelei, HU Yebing, CAO Tieshan, CHENG Congqian, ZHAO Jie

“…For investigating the evolution process of surface oxide film on nickel based single crystal superalloys perpendicular and parallel to the direction of primary dendrite growth，the oxidation behavior of nickel based single crystal superalloys DD10 at 1 050 ℃was studied by the method of continuous weight increase.The surface and oxide film morphology，element distribution，etc.of the alloy perpendicular and parallel to the primary dendrite growth direction were analyzed by scanning electron microscopy (SEM)，energy dispersive spectroscopy (EDS)，X-ray diffraction (XRD) and electron probe microanalysis (EPMA).Results showed that the growth direction of dendrites had no effect on the oxidation kinetics and oxide film structure of DD10 alloy.The oxidation kinetics of the alloy in both vertical and parallel planes exhibited a staged phenomenon: The first stage followed the cubic weight gain law，while the second stage followed the asymptotic horizontal line law.Furthermore，the oxide film structure was divided into three layers，with the outer layer composed of columnar Nix(Co)1－xO，the middle layer composed of complex spinel，and the inner layer composed of continuous Al2O3.However，the growth direction of dendrite had a significant effect on the rate of oxidation weight gain of the alloy.The oxidation rate constant of the vertical plane of the alloy was k1 ＝5.96×10－3mg2/(cm4·s)，and the oxidation rate constant of the parallel plane was k2 ＝6.24×10－3 mg2/(cm4·s).Meanwhile，the initial growth rate of the oxide film on the parallel surface of the alloy was greater than that on the vertical surface，which mainly resulted from that the presence of more γ - γ'phase interfaces parallel to the growth direction of the dendrites could provide a large number of non-uniform nucleation sites and more short-circuit diffusion paths for the nucleation of oxides，and thereby cause higher oxidation rates in the first stage for parallel growth directions.With the increase of oxidation time，the inner layers of different dendritic directions all formed a continuous dense Al2O3，which effectively hindered the outward diffusion of metal cations，and reduced the difference in oxidation rates.…”
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Mechanical effects of foundation restoration on onlay preparations of mandibular first molars after endodontic treatment by Qiuyue Wang, Dongqi Shi, Xiangling Liu, Weijun Zhang, Zhaolun Sun, Yao Feng, Lingbo Zhang

“…They can be used to simplify the geometry of complex cavities, facilitate restoration insertion, and reduce the polymerization shrinkage of the adhesive. …”
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Introducing a Novel Figure of Merit for Evaluating Stability of Perovskite Solar Cells: Utilizing Long Short-Term Memory Neural Networks by Zahraa Ismail, Ahmet Sait Alali, Ahmad Muhammad, Mahmoud Ashraf, Sameh O. Abdellatif

“…Specifically, we identified three degradation coefficients associated with the electron transport layer, hole transport layer, and perovskite active layer. …”
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