A cognition‐inspired trajectory prediction method for vehicles in interactive scenarios by Shanshan Xie, Jiachen Li, Jianqiang Wang

“…Methods based on deep learning can fit complex functions, but they usually focus on vehicles' behavioral characteristics. …”
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Gospel of Joseph (I. Brodsky’s poem “Gorbunov and Gorchakov”) by O. V. Bogdanova, E. A. Vlasova

“…The article traces the intertextual layers of I. Brodsky’s poem “Gorbunov and Gorchakov” (Shakespeare, Goethe, Dante, A. …”
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MSEI-ENet: A Multi-Scale EEG-Inception Integrated Encoder Network for Motor Imagery EEG Decoding by Pengcheng Wu, Keling Fei, Baohong Chen, Lizheng Pan

“…Background: Due to complex signal characteristics and distinct individual differences, the decoding of a motor imagery electroencephalogram (MI-EEG) is limited by the unsatisfactory performance of suboptimal traditional models. …”
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Orientation affects hydrogen bonding cooperativity in polyproline II helical bundles by Rubén López-Sánchez, Miguel Mompeán, Douglas V. Laurents

“…HBC was recently reported for these PPII helices when arranged along one parallel layer, but its existence in the more abundant antiparallel or mixed parallel/antiparallel PPII assemblies is still unknown. …”
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STUDY OF CRUSTAL STRUCTURE OF THE FLORES ISLAND USING RECEIVER FUNCTION METHOD by Nanda Dewi Pamungkas Siwi, Ramadhan Priadi, Puji Ariyanto

“…Formed as a consequence of very complex tectonic setting that might cause relatively high level of seismic in the region. …”
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Achieving liquid processors by colloidal suspensions for reservoir computing by Raphael Fortulan, Noushin Raeisi Kheirabadi, Alessandro Chiolerio, Andrew Adamatzky

“…Liquid substrates, such as colloids, are of particular interest due to their ability to conform to various shapes while exhibiting complex dynamics resulting from the collective behaviour of the constituent colloidal particles. …”
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A visual SLAM loop closure detection method based on lightweight siamese capsule network by Yuhan Zhou, Mingli Sun

“…Traditional loop closure detection algorithms rely on the bag-of-words model, which involves a complex process, has slow loading speeds, and is sensitive to changes in illumination or viewing angles. …”
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Numerical Study of Air Distribution System for a Passenger Aircraft Based on 1D and 3D Coupling by Yi Tu, Xuanren Chen, Liang Wang, Liang Yin, Qiuyun Zheng, Yu Zeng

“…For the 3D CFD method, the complex and large number of meshes leads to low computational efficiency. …”
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A Deep Learning Approach for General Aviation Trajectory Prediction Based on Stochastic Processes for Uncertainty Handling by Houru Hu, Ye Yuan, Qingwen Xue

“…However, current research faces multiple challenges including variable weather conditions, complex aircraft interactions, and flight pattern constraints specified by general aviation regulations. …”
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THE SPECIAL PROJECT REVERSE ENGINEERING STUDY OF RADIOELECTRONIC PRODUCTS by M. S. Kostin, D. S. Vorunichev

“…While the study and analysis of modern methods and means of prototyping of the Defense industrial complex. In this work, methods and means of special design reverse engineering of the topology of multi-layer printed circuit boards and case integrated circuits are considered. …”
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Application of Concentration-Area fractal modeling and artificial neural network to identify Cu, Zn±Pb geochemical anomalies in Hashtjin area, NW of Iran by Ali Imamalipour, Hamed Ebrahimi, Amir reza Abdollahpur

“…Then the resulting map applied the deep autoencoder method with eight layers of encoder and decoder were reconstructed. …”
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Synthesis and properties of magnetically sensitive nanocomposites based on magnetite and gemcitabine by A. L. Petranovska, M. V. Abramov, N. M. Opanashchuk, S. P. Turanska, N. V. Kusyak, P. P. Gorbyk

“…Considering the thickness of GC layer is equal to 2.4 nm in all the studied nanostructures, we have found the value of thickness of hydroxyapatite layer in the structure of Fe3O4/HА/GC NC (3.5±0.1 nm), and the thickness of C layer in Fe3O4/С/GC NC (3.2±0.1 nm). …”
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Neural models in diagnostics of the financial result of housing and utility enterprises by I. P. Kurochkina, I. I. Kalinin, L. A. Mamatova, E. B. Shuvalova

“…The neurons of the  output  layer  are  a  set of different  classes.  In  the  course of operation,  the neural network  assigns to each input vector a neuron in the output layer. …”
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Small Scale Multi-Object Segmentation in Mid-Infrared Image Using the Image Timing Features–Gaussian Mixture Model and Convolutional-UNet by Meng Lv, Haoting Liu, Mengmeng Wang, Dongyang Wang, Haiguang Li, Xiaofei Lu, Zhenhui Guo, Qing Li

“…In this model, the maximum pooling layer is replaced with a convolutional layer, addressing the challenge of limited training data and improving the network’s ability to preserve spatial features. …”
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Computational Evaluation of Heat and Mass Transfer in Cylindrical Flow of Unsteady Fractional Maxwell Fluid Using Backpropagation Neural Networks and LMS by Waqar Ul Hassan, Khurram Shabbir, Muhammad Imran Khan, Liliana Guran

“…Fractional calculus plays a pivotal role in modern scientific and engineering disciplines, providing more accurate solutions for complex fluid dynamics phenomena due to its non-locality and inherent memory characteristics. …”
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Comparative analysis of hull steel corrosion in tropical marine atmosphere: Correlation between indoor simulations and outdoor exposures by Feng Gao, Caifu Yang, Weiyi Wang, Yajun Pang, Naipeng Zhou, Jian Li, Xiaobing Luo, Feng Chai

“…Corrosion, a complex and gradual process, is best studied by directly exposing the materials to natural environments that closely mirror real-world conditions. …”
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Cross-Scale Feature Blending Model for Surface Defect Identification in Machine Tool Elements Resilient to Contaminant Interference by Dong Wu, Chunhua Guo, Renpu Li, Zhigang Ma

“…The CSFB architecture innovates a distinct mechanism to feature fusion, where each layer receives direct input from all previous layers to blend entire-scale features up to the top layer, addressing discrepancies between features visible at multiple scales. …”
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The results of study of a multifunctional tillage unit with a set of replaceable adapters by S. L. Demshin, D. A. Zyryanov, D. I. Timshin

“…Further development of the unit design is aimed at improving the quality of processing the surface layer of soil by equipping the basic model with replaceable adapters for additional soil processing. …”
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A review on aluminum alloys produced by wire arc additive manufacturing (WAAM): Applications, benefits, challenges and future trends by Murat Sarıkaya, Dilara Başcıl Önler, Salih Dağlı, Selim Hartomacıoğlu, Mustafa Günay, Grzegorz M. Królczyk

“…The Wire Arc Additive Manufacturing (WAAM) process, one of the metal additive manufacturing methods, involves melting a filler wire with an electric arc and depositing metal droplets layer by layer along the planned path. Aluminum alloys produced by the WAAM process have been in high demand in the industry, especially in the last decade. …”
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A Reparameterization Feature Redundancy Extract Network for Unmanned Aerial Vehicles Detection by Shijie Zhang, Xu Yang, Chao Geng, Xinyang Li

“…In unmanned aerial vehicles (UAVs) detection, challenges such as occlusion, complex backgrounds, motion blur, and inference time often lead to false detections and missed detections. …”
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