A Case Study Comparing Methods for Coal Thickness Identification in Complex Geological Conditions by Tao Ding, Yanhui Wu, Lei Wang, Zhen Nie, Lei Zhang

“…Specifically, after applying proper static corrections, a four-layer BP neural network was constructed using four optimized sensitive attributes as the input layer, achieving an error range of 0.11% to 1.36%, compared to 0.03% to 6.59% for the logging-based method. …”
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Highly complex ceramic cores for investment casting applications made possible by additive manufacturing by Alice Rosa, Oscar Santoliquido, Francesco Camerota, Rose Ghaderi, Federico Barcelli, Alberto Ortona

“…Green silica cores are produced layer-by-layer by selectively photo polymerize a specifically designed photosensitive SiO2-based slurry. …”
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Lateral Percolation and Its Effect on Shale Gas Accumulation on the Basis of Complex Tectonic Background by Kun Zhang, Zhenxue Jiang, Xuelian Xie, Zhiye Gao, Tianlin Liu, Lishi Yin, Chengzao Jia, Yan Song, Chang’an Shan, Yinghui Wu, Pengfei Wang

“…As a result of complex tectonic background, shale gas in China exhibits differential enrichment. …”
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Repeatability of Perimacular Ganglion Cell Complex Analysis with Spectral-Domain Optical Coherence Tomography by Dorothy S. K. Ng, Preeti Gupta, Yih Chung Tham, Chye Fong Peck, Tien Yin Wong, Mohammad Kamran Ikram, Carol Y. Cheung

“…The overall average ganglion cell complex and macular average ganglion cell-inner plexiform layer thicknesses were strongly correlated (r=0.83, P<0.001).  …”
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Assessing data and sample complexity in unmanned aerial vehicle imagery for agricultural pattern classification by Linara Arslanova, Sören Hese, Marcel Fölsch, Friedemann Scheibler, Christiane Schmullius

“…The study investigates the data and sample complexity required to develop an effective machine/deep learning (ML/DL) model, using techniques such as the Jeffries-Matusita Distance for assessment of class separability and feature importance ranking for feature and layer selection, semivariogram analysis for determining minimum sample patch sizes.The results demonstrate distinct classification capabilities based on spectral information in differentiating between sub-classes such as weed infestation, bare soil, disturbed canopy areas, and undisturbed canopy areas. …”
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CSA-Net: Complex Scenarios Adaptive Network for Building Extraction for Remote Sensing Images by Dongjie Yang, Xianjun Gao, Yuanwei Yang, Minghan Jiang, Kangliang Guo, Bo Liu, Shaohua Li, Shengyan Yu

“…Therefore, we propose a complex scenarios adaptive network (CSA-Net) for building extraction. …”
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A SAC-Bi-RRT Two-Layer Real-Time Motion Planning Approach for Robot Assembly Tasks in Unstructured Environments by Qinglei Zhang, Siyao Hu, Jianguo Duan, Jiyun Qin, Ying Zhou

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Additive manufacturing process for production of complex and oscillating POSS-based 4D structures by Nicole Gorohovsky, Ronen Verker, Noa Lachman

“…A tailored printing index is employed to identify optimal parameters that yield uniform layer deposition and controlled actuator geometries. …”
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Analysis method of software failure modes in command information system based on complex networks by WANG Bo, JIANG Xuping, JING Huiqian

“…Based on a weighted undirected connected graph, this paper constructs a static model of the complex network for the command information system software, proposes a hierarchical centrality algorithm for the multi-layer neighbor influence of nodes, realizes the prediction of software network fault sources, and mines the fault propagation path based on the ant colony system algorithm. …”
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Efficient removal of uranium (VI) from environmental water samples by cyclodextrin-intercalated layered double hydroxide-coated magnetic nanoparticles by Ali Esrafili, Mahnaz Ghambarian, Mahmood Yousefi, Najmeh Yazdanfar

“…Abstract This manuscript describes the successful synthesis of Fe3O4 nanoparticles coated with β-cyclodextrin-intercalated layered double hydroxide, which were utilized to remove Uranium (VI) from an aqueous solution effectively. …”
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SEMA-YOLO: Lightweight Small Object Detection in Remote Sensing Image via Shallow-Layer Enhancement and Multi-Scale Adaptation by Zhenchuan Wu, Hang Zhen, Xiaoxinxi Zhang, Xuechen Bai, Xinghua Li

“…Small object detection remains a challenge in the remote sensing field due to feature loss during downsampling and interference from complex backgrounds. A novel network, termed SEMA-YOLO, is proposed in this paper as an enhanced YOLOv11-based framework incorporating three technical advancements. …”
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Performance Assessment on Fiberglass-Polyester Paving Mat Being Applied in Asphalt Mixture Complex by Wei Gang, Mao Xinbo

“…We have examined the performances of the complex paved with fiberglass-polyester paving mat by measuring assessment indexes of the asphalt mixture complex such as low-temperature crack resistance, reinforcement strength, soaking shear performance, and fatigue performance and found that a layer of fiberglass-polyester paving mat between the base cement concrete and the topping asphalt mixture can effectively enhance performances of the asphalt mixture complex. …”
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DIMETHYL N-CYANODITHIOIMINOCARBONATE AND TRIPHENYLPHOSPHINE OXIDE METAL HALIDE COMPLEXES: MOLECULAR CRYSTAL ELUCIDATION by MOUHAMADOU BIRAME DIOP, MODOU SARR, LIBASSE DIOP, ALLEN G. OLIVER, DAVID HUGHES

“… Two MX2 (M = Ni, Zn; X = Cl, Br) dimethyl N-cyanodithioiminocarbonate compounds and one CrCl2 triphenylphosphine oxide complex were isolated and elucidated by single crystal X-ray crystallography. …”
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Dissolved oxygen and nitrates gradient influence marine microbial complexity and stability in Beibu Gulf by Qing He, Qingxiang Chen, Xinyi Qin, Shengyao Zhou, Rajapakshalage Thashikala Nethmini, Gonglingxia Jiang, Qinghua Hou, Xiaolei Li, Laizhen Huang, Ke Dong, Lingling Xie, Nan Li

“…In this study, we sampled seawater from different layers of Beibu Gulf to investigate bacterial composition, diversity, network complexity and stability, and environmental thresholds. …”
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Complex endoscopic examination in differential diagnosis of various macroscopical forms of lymphomas and cancer of stomach by I. I. Kruglova, O. A. Malichova, Z. A. Suanova, B. K. Poddubniy, I. V. Poddubnaja

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Synthesis, Structural Characterization, and Antibacterial Activity of Novel Erbium(III) Complex Containing Antimony by Ting Liu, Rong-Gui Yang, Guo-Qing Zhong

“…There is an obvious weak interaction between antimony atom and oxygen atom of the carboxyl group from the adjacent layer. The degradation of the complex proceeds in several steps and the water molecules and ligands are successively emitted, and the residues of the thermal decomposition are antimonous oxide and erbium(III) oxide. …”
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Study of the electric field variation based on preliminary observations at the ENU cosmophysical complex in 2020 by Е. Тулеков, А.К. Морзабаев, В.С. Махмутов, В.И. Ерхов

“…This article presents brief characteristics of the installation of the EFM-100 electrostatic fluxmeter of the scientific cosmophysical experimental complex at the L.N. Gumilyov Eurasian National University (ENU) and its experimental data obtained in 2020. …”
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Deep learning method for cucumber disease detection in complex environments for new agricultural productivity by Jun Liu, Xuewei Wang, Qian Chen, Peng Yan, Xin Liu

“…Abstract Cucumber disease detection under complex agricultural conditions faces significant challenges due to multi-scale variation, background clutter, and hardware limitations. …”
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Anthropogenic Iodine‐129 Traces Complex Inflows of Atlantic and Pacific Waters Into the Western Arctic by Yuanzhi Qi, Xinru Xu, Qiuyu Yang, Takeyasu Yamagata, Hiroyuki Matsuzaki, Hisao Nagai, Yuichiro Kumamoto

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A COGNITIVE APPROACH FORMING THE BASIS OF SYSTEM AND FINANCIAL ANALYSIS OF COMPLEX RESEARCH OBJECTS by A. N. Vetrov

“…The described cognitive approach in contemporary computer science was developed by the author on the basis of a layer-step model of perception, the processing and understanding of the content of heterogeneous information fragments. …”
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