Automated complex for thermoresistive properties investigation of nanostructured film systems by V.A. Zlenko, S.I. Protsenko, R. Safaric

“…Approbation of the complex on example of Ni/Fe film system obtained by layered condensation is carried out.…”
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Complex Network Analytics for Structural–Functional Decoding of Neural Networks by Jiarui Zhang, Dongxiao Zhang, Hu Lou, Yueer Li, Taijiao Du, Yinjun Gao

“…This work proposes a complex network theory framework decoding structure–function coupling by mapping convolutional layers, fully connected layers, and Dropout modules into graph representations. …”
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Low complexity decoder over time-selective fading channels by ZHANG Bi-jun, ZHU Guang-xi, SUN Jun, LIU Wen-ming

“…A low complexity decoder was presented applicable to time-selective fading channels based on the existed group layered space-time （GLST） architecture. …”
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Multiligand Europium Complexes Incorporated Polyvinylpyrrolidone for Enhanced Solar Cell by Zhimin Yu, Jing Guo, Desheng Li, Hai Lin

“…Conclusive photon quantification and efficient fluorescence emission reveal the potential of europium complexes/PVP as UV-visible conversion layers for enhanced solar cells.…”
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Evolutionary changes in the complexity of the tectum of nontetrapods: a cladistic approach. by Caio Maximino

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Deep Learning-Based Acoustic Recognition of UAVs in Complex Environments by Zhongru Liu, Kuangang Fan, Yuhang Chen, Lizhi Xiong, Jingzhen Ye, Aigen Fan, Hengheng Zhang

“…The study verifies the effectiveness of lightweight design and attention mechanisms in complex acoustic environments.…”
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Advected Air Mass Reservoirs in the Downwind of Mountains and Their Roles in Overrunning Boundary Layer Depths Over the Plains by Sandip Pal, Temple R. Lee

“…Abstract Atmospheric boundary layer depths (BLDs) over continental sites have long been meticulously characterized. …”
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High-Resolution Seismic Detection Techniques of the Pebble Layer of Baodun Site City Wall, Sichuan, China by Lian Jiang, Quanfeng Wang, Yongfa Wang, Jingxin Wu, Tieyong Bai, Miao Tang

“…This study aims to overcome the technical bottleneck of non-invasive differentiation between the rammed earth layer and pebble layer in complex shallow subsurface environments, particularly focusing on the challenge of detecting highly heterogeneous pebble layers with complex wavefield characteristics. …”
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Dispersion Curves of Love Waves in Elastic Waveguides Loaded with a Newtonian Liquid Layer of Finite Thickness by Piotr KIEŁCZYŃSKI, Marek SZALEWSKI, Andrzej BALCERZAK, Krzysztof WIEJA

“…By solving the equations of motion in the constituent regions (elastic substrate, elastic surface layer and Newtonian liquid) and imposing the appropriate boundary conditions, the authors established an analytical form of the complex dispersion equation for Love surface waves. …”
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Power Line Segmentation Algorithm Based on Lightweight Network and Residue-like Cross-Layer Feature Fusion by Wenqiang Zhu, Huarong Ding, Gujing Han, Wei Wang, Minlong Li, Liang Qin

“…To address the challenges of small target scale, complex backgrounds, and excessive model parameters in existing deep learning-based power line segmentation algorithms, this paper introduces RGS-UNet, a lightweight segmentation model integrating a residual-like cross-layer feature fusion module. …”
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Optical Transmission in Single-Layer Brain Tissues under Different Optical Source Types: Modelling and Simulation by Xi Yang, Chengpeng Chai, Yun-Hsuan Chen, Mohamad Sawan

“…The human brain is a complex organ controlling daily activity. Present technique models have mostly focused on multi-layer brain tissues, which lack understanding of the propagation characteristics of various single brain tissues. …”
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Multi-UAV Trajectory Planning Based on a Two-Layer Algorithm Under Four-Dimensional Constraints by Yong Yang, Yujie Fu, Runpeng Xin, Weiqi Feng, Kaijun Xu

“…These enhancements significantly strengthen the global search capability and convergence performance of the algorithm. For upper layer task assignment, the improved ALNS (IALNS) addresses local optima issues in complex constraints. …”
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A New Method for Fluid Identification of Low-Contrast Oil Layers in the Western Margin of Ordos Basin by ZHOU Yan, LUO Shaocheng, MU Yu, LEI Linlin, CHEN Lu, LIN Weichuan

“…With the deepening of exploration and development, oilfield exploration and development objects are increasingly complex, and the low contrast characteristics of oil and water layers are more prominent. …”
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Predicting Subsurface Layer Thickness and Seismic Wave Velocity Using Deep Learning: Knowledge Distillation Approach by Amir Moslemi, Anna Briskina, Jason Li, Zubeka Dang, Peyman Moghaddam

“…Deep learning offers a promising solution to analyze complex geographical structures, but its computational complexity can be a barrier for deployment. …”
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Real-Time Optimal Control Strategy for Multienergy Complementary Microgrid System Based on Double-Layer Nondominated Sorting Genetic Algorithm by Min Mou, Yuhao Zhou, Wenguang Zheng, Zhongping Zhang, Da Lin, Dongdong Ke

“…Because of the problems of low operation efficiency and poor energy management of multienergy input and output system with complex load demand and energy supply, this paper uses the double-layer nondominated sorting genetic algorithm to optimize the multienergy complementary microgrid system in real-time, allocating reasonably the output of each energy supply end and reducing the energy consumption of the system on the premise of meeting the demand of cooling, thermal and power load, so as to improve the economy of the whole system. …”
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Impact and consequences of lowly pathogenic bird influenza H9N2 on indus-trial layers by S. M. Senyushkin, A. V. Kolechko

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The layering construction of the three-dimensional (3D) geological model for Wudalianchi volcanic area, Northeast China. by Xue Jiang, Ranran Li

“…Taking full advantage of the existing complete volcanic landforms and recognized for seven eruptive cycles in Wudalianchi volcanic area, here we apply a layered approach to build geological models for meeting rapid development of agriculture and understanding the evolution of regional geological structure. …”
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Enhancing Analytical Potential for Ultratrace Analysis of Inorganic Oxyanions Using Extraction Procedures with Layered Double Hydroxides by Ingrid Hagarová, Vasil Andruch

“…This article provides an overview of the use of layered double hydroxides (LDHs) as effective sorbents in various extraction methods, including column-based solid-phase extraction (SPE), dispersive solid-phase extraction (DSPE), and magnetic solid-phase extraction (MSPE), for the separation and preconcentration of inorganic oxyanions of chromium, arsenic, and selenium. …”
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Research on comparative testing of bending fatigue strength of wind turbine gears with different hardened layer depths by ZHANG Baosong, WANG Zekun, YAN Li, WANG Han, SONG Haopeng, FENG Nan

“…ObjectiveThe operational conditions of wind turbines are complex and variable, which impose higher requirements on the load-bearing capacity and service life of gears. …”
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Treatment of Recurrent Tracheocutaneous Fistulas in the Irradiated Neck with a Two Layers–Two Flaps Combined Technique by M. Pignatti, G. Sapino, M. Alicandri-Ciufelli, F. Canzano, L. Presutti, G. De Santis

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