Detection of human activities using multi-layer convolutional neural network by Essam Abdellatef, Rasha M. Al-Makhlasawy, Wafaa A. Shalaby

“…The concatenated outputs are subsequently passed through a 2 × 2 max-pooling layer with a stride of 2 for further processing. …”
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LayerFold: A Python library to reduce the depth of neural networks by Giommaria Pilo, Nour Hezbri, André Pereira e Ferreira, Victor Quétu, Enzo Tartaglione

“…Large-scale models are the backbone of Computer Vision and Natural Language Processing, and their generalizability allows for transfer learning and deployment in different scenarios. …”
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Asteroid gravitational field calculation via GeodesyNets with quadratic layers by Zhitao Fu, Weitong Li, Shanhong Liu

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Sparse support path generation for multi-axis curved layer fused filament fabrication by Tak Yu Lau, Dong He, Yamin Li, Yihe Wang, Danjie Bi, Lulu Huang, Pengcheng Hu, Kai Tang

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Cross‐Attractor Transforms: Improving Forecasts by Learning Optimal Maps Between Dynamical Systems and Imperfect Models by N. Agarwal, D. E. Amrhein, I. Grooms

“…Optimal pre‐ and post‐processing transforms leverage “shocks” and “drifts” in the imperfect model to make more skillful forecasts of the reference system. …”
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Low-Complexity LDPC Decoding Algorithm Based on Layered Vicinal Variable Node Scheduling by Mhammed Benhayoun, Mouhcine Razi, Anas Mansouri, Ali Ahaitouf

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Temporal pyramid attention‐based spatiotemporal fusion model for Parkinson's disease diagnosis from gait data by Xiaomin Pei, Huijie Fan, Yandong Tang

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Art of Engineering Inspired by Nature by saeed mashayekh faridani

“…Indeed nature is the ultimate art of engineering and perfect architectural and building model. The structures employed in nature are well tested. …”
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Optimization of processing parameters for enhanced tensile performance of 3D-printed TCNP reinforced PLA composites by Muthuselvan Balasubramanian, R. Saravanan, Sathish. T

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Ultrasonic Guided Waves in Piezoelectric Layered Composite with Different Interfacial Properties by Xiao Chen

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Enhancing 3D Printing Copper-PLA Composite Fabrication via Fused Deposition Modeling through Statistical Process Parameter Study by Mahmoud Moradi, Omid Mehrabi, Fakhir A. Rasoul, Anas Abid Mattie, Friedemann Schaber, Rasoul Khandan

“…The rapid advancement of additive manufacturing (AM) technologies has provided new avenues for creating three-dimensional (3D) parts with intricate geometries. Fused Deposition Modeling (FDM) is a prominent technology in this domain, involving the layer-by-layer fabrication of objects by extruding a filament comprising a blend of polymer and metal powder. …”
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Evaluation of processes driving iodine monoxide and ozone variability over the Western Pacific warm pool by Takashi Sekiya, Hisashiro Takashima, Yugo Kanaya, Fumikazu Taketani, Kengo Sudo, Martina M. Friedrich, Michel Van Roozendael

“…The impact of iodine has been extensively studied using three-dimensional chemical transport models (CTMs). However, the factors governing the variability of iodine monoxide (IO) and ozone in the marine boundary layer (MBL) remain uncertain. …”
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Relation Classification via Recurrent Neural Network with Attention and Tensor Layers by Runyan Zhang, Fanrong Meng, Yong Zhou, Bing Liu

“…Relation classification is a crucial component in many Natural Language Processing (NLP) systems. In this paper, we propose a novel bidirectional recurrent neural network architecture (using Long Short-Term Memory, LSTM, cells) for relation classification, with an attention layer for organizing the context information on the word level and a tensor layer for detecting complex connections between two entities. …”
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Layers of the monkey visual cortex are selectively modulated during electrical stimulation. by Sangjun Lee, Zhihe Zhao, Ivan Alekseichuk, Jimin Park, Sina Shirinpour, Gary Linn, Charles E Schroeder, Arnaud Y Falchier, Alexander Opitz

“…Layer-specific computations are crucial for sensory processing of visual stimuli within the primary visual cortex. …”
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Analysis Based on Boundary Layer Theory of Natural Convection near Electrodes by Hideaki SASAKI, Takumi TAKAICHI

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MangoLeafXNet: An Explainable Deep Learning Model for Accurate Mango Leaf Disease Classification by Md. Eshmam Rayed, Jamin Rahman Jim, Md Juniadul Islam, M. F. Mridha, Md Mohsin Kabir, Md. Jakir Hossen

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Crashworthiness and optimization for foam-filled multi-layer composite lattice structures by Jiye Chen, Wangwang He, Hai Fang, Yong Zhuang, Zhixiong Zhang, Yufeng Zhao

“…Quasi-static compression experiments were performed on the FMCLSs manufactured using a vacuum infusion molding process (VIMP) to verify the accuracy of the finite element models. …”
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Dual-Layer Fusion Knowledge Reasoning with Enhanced Multi-modal Features by JING Boxiang, WANG Hairong, WANG Tong, YANG Zhenye

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Ultrasonic detection of melting and debonding of interface between skin and ice layer by WANG Yuan, ZHANG Yang, WANG Yan, ZHU Chengxiang, ZHU Chunling

“…A multi-layer medium acoustic model including skin, water film, ice water transition layer, ice layer and air layer is constructed. …”
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A Hybrid Adaptive Fusion Deep Learning Model for Fault Diagnosis of Rotating Machinery Under Noisy Conditions by Junyu Ren, Soo Siang Teoh

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