Best estimate of the planetary boundary layer height from multiple remote sensing measurements by D. Zhang, J. Comstock, C. Sivaraman, K. Mo, R. Krishnamurthy, J. Tian, T. Su, Z. Li, N. Roldán-Henao

“…<p>Remote sensing measurements have been widely used to estimate the planetary boundary layer height (PBLHT). Each remote sensing approach offers unique strengths and faces different limitations. …”
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Surface Localization in Impurity Band with Random Displacements and Long-Range Interactions by Victor Chulaevsky

“…We study the random Schrödinger operators in a Euclidean space with the disorder generated by two complementary mechanisms: random substitution in a lower-dimensional layer and random displacements in the bulk, without additional assumptions regarding the reflection symmetry of the site potentials. …”
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A seismic random noise suppression method based on CNN-Mamba by Xiujuan WEI, Xingye LIU, Huailai ZHOU

“…BackgroundSeismic random noise suppression is recognized as a key step to improve the quality of seismic data. …”
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Securing Automatic Identification System Communications Using Physical-Layer Key Generation Protocol by Jingyu Sun, Zhimin Yi, Ziyi Zhuang, Shengming Jiang

“…This paper proposes a physical-layer key generation protocol based on the current AIS standard (ITU-R M.1371-5). …”
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Channel-Based Dynamic Key Generation for Physical Layer Security in OFDM-PON Systems by Yating Wu, Yan Yu, Yuanfeng Hu, Yanzan Sun, Tao Wang, Qianwu Zhang

“…To avoid the potential risk due to static key, a physical-layer dynamic key generation and encryption scheme is proposed for orthogonal frequency division multiplexing passive optical network (OFDM-PON) systems. …”
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Endoscopic myringoplasty: comparison of double layer cartilage-perichondrium graft and single fascia grafting by Zheng cai Lou

“…Abstract Objective To compare surgical results of endoscopic myringoplasty using double layer cartilage-perichondrium grafts versus single fascia grafts. …”
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Multi-objective topology optimization of porous microstructure in die-bonding layer of a semiconductor by Jiaxin Zhou, Ikumu Watanabe, Weikang Song, Keita Kambayashi, Ta-Te Chen

“…In this study, we employed a multi-objective topology optimization approach to design a porous microstructure for the die-bonding layer of semiconductors, targeting high thermal conductivity and low shear modulus. …”
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Impact of Cannabis Seed Incorporation in Layer Diet on Productive Performance and Egg Quality Traits by Yassine Taaifi, Kamal Belhaj, Farid Mansouri, Youssef Rbah, Najlae Elbouanani, Reda Melhaoui, Abdesamad Ben Moumen, Embarek Azeroual, Hana Serghini-Caid, Ahmed Elamrani

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IN VITRO STUDY OF SUPERFICIAL ENAMEL LAYER OF PERMANENT TEETH DURING STAGE OF SECONDARY MINERALIZATION by G.M. Grigorenko, L.A. Khomenko, G.V. Sorochenko, L.M. Kapitanchuk

“…These confirm importance of the study of changes in the properties of the superficial enamel layer of permanent teeth during the period of intensive secondary mineralization. …”
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TIER: Temporal Convolutional Network Information Extractor With Conditional Random Field by Huiwen Wu, Xiubo Zhang, Tengyuan Zhou, An Hu

“…We propose TIER, which combines the Temporal Convolutional Network (TCN) and the Conditional Random Field (CRF). The dilated convolution structure of TCN is used to expand the Receptive Fields (RFs) to capture long-distance context features, and the global dependency between labels is modeled through the CRF layer to improve the information extraction performance further. …”
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Seismic Random Noise Attenuation via Low-Rank Tensor Network by Taiyin Zhao, Luoxiao Ouyang, Tian Chen

“…Seismic data are easily contaminated by random noise, impairing subsequent geological interpretation tasks. …”
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Collaborative Filtering Recommendation-Based Random Negative Sampling and Graph Attention by Weiqiang Li, Xianghui Li, Xiaowen Liu, Xinhuan Chen, Ming Ma

“…Then, before the propagation of each layer in the embedding propagation layers, graph attention networks (GAT) are used to aggregate information from the target node&#x2019;s neighbors. …”
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Integrated photonic programmable random matrix generator with minimal active components by Kevin Zelaya, Mostafa Honari-Latifpour, Mohammad-Ali Miri

“…In this article, we introduce a compact photonic circuit for generating random matrices by utilizing programmable phase modulation layers interlaced with a fixed mixing operator. …”
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Superiority of Combined Endurance-Resistance Exercise for Increasing the Molecular and Pyramidal Layers Thickness of Hippocampal Tissue in Alzheimer\'s Laboratory Large White Rats by Maryam Keshvari, Ali Heidarianpour, Farzaneh Chehelcheraghi

“…Introduction: The thickness of the molecular and pyramidal layers in the hippocampus represents a pivotal aspect of Alzheimer's research. …”
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Exact full-RSB SAT/UNSAT transition in infinitely wide two-layer neural networks by Brandon L. Annesi, Enrico M. Malatesta, Francesco Zamponi

“…We analyze the problem of storing random pattern-label associations using two classes of continuous non-convex weights models, namely the perceptron with negative margin and an infinite-width two-layer neural network with non-overlapping receptive fields and generic activation function. …”
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Multiobjective Demand Double-Layer Energy Consumption Optimization Strategy for Microgrid Based on Improved HPSOFA by Bin Zhang, Jue Wang, Bo Li

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The Effect of Nodal Deviation on the Reliability Performance of the Optimized Free-Form Single-Layer Reticulated Shell by Dong Li, Baoshi Jiang

“…The free-form single-layer reticulated shell structure has the characteristics of complex shape, a high degree of static indeterminacy, and difficult node positioning in the construction process, and the nodal deviations that may occur in the construction stage have a significant impact on the reliability performance of the structure. …”
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Investigation of the Structural Characteristics of the Gas Diffusion Layer Using Micro-X-Ray Computed Tomography by Qitong Shi, Cong Feng, Bing Li, Pingwen Ming

“…Due to its low stiffness, the gas diffusion layer (GDL) exhibits significant deformation under a compression service condition, thereby exerting a nonlinear and strong coupling influence on fuel cells’ performance. …”
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Two-Layer Optimization of Regional Integrated Energy System Considering Exergy Efficiency and Multiple Uncertainties by Ling LU, Tao YUAN, Bo YANG, Xin LI, Yang LU, Qiuping PU, Xin ZHANG

“…Then, a two-layer collaborative optimization model balances system capacity planning and scheduling operations is constructed, with both exergy efficiency and economy as the optimization goal in the upper layer, and the lowest operating cost as the optimization goal in the lower layer. …”
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Physical Layer Dynamic Key Encryption in OFDM-PON System Based on Cellular Neural Network by Yuxin Zhou, Meihua Bi, Xianhao Zhuo, Yunxin Lv, Xuelin Yang, Weisheng Hu

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