Enhancing satellite image compositing with temporal proximity weighting for deep learning–based cropland segmentation by Reza Maleki, Falin Wu, Guoxin Qu, Amel Oubara, Gongliu Yang

“…This study proposes a compositing method that improves temporal coherence for tracking phenological stages in deep learning–based cropland segmentation. …”
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Dynamic Response of Pile-Net Composite Subgrade under Coupled Seismic-Train Load Effect by DENG Yousheng, ZHANG Keqin, LI Hui, LI Wenjie, ZHAO Huiling, MA Erli

“…[Method] Taking the CRTS Ⅱ plate-type ballastless track laid on the Beijing-Shanghai High Speed Railway as an example, a three-dimensional track-pile-net composite subgrade model is established using finite element software. …”
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Optimization for the Process Parameters of Nickel–Titanium Nitride Composites Fabricated via Jet Pulse Electrodeposition by Xue Guo, Dehao Tian, Chaoyu Li, Xiang Li, Wei Li, Mengyu Cao, Fengwu Zhang, Baojin Wang

“…The effect of current density, jet rate, TiN concentration, and duty cycle impact on the anti-corrosion property of Ni/TiN composites were investigated and optimized using the response surface method (RSM). …”
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Dynamic changes in AI-based analysis of endometrial cellular composition: Analysis of PCOS and RIF endometrium by Seungbaek Lee, Riikka K. Arffman, Elina K. Komsi, Outi Lindgren, Janette Kemppainen, Keiu Kask, Merli Saare, Andres Salumets, Terhi T. Piltonen

“…Methods: We utilized a deep-learning artificial intelligence (AI) model, created on a cloud-based platform and developed in our previous study. …”
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Deployment cost minimization for composite event detection in large-scale heterogeneous wireless sensor networks by Xiaoqing Dong, Lianglun Cheng, Gengzhong Zheng, Tao Wang

“…Different from traditional methods, according to the temporal and spatial association of heterogeneous nodes, two novel models for atomic event and composite event are proposed, respectively, and the coverage quality which is very important to the detection accuracy is analyzed based on these two models. …”
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Non-Destructive Testing for Evaluation of Young’s Modulus by Using Free Vibration Response of Composite Materials by Mirela-Roxana Apsan, Ana-Maria Mitu, Catalin-Andrei Neagoe, Nicolae Pop, Tudor Sireteanu

“…This article presents a non-destructive method, based on the response to free vibrations, which can be used with efficiency and reliability to determine the Young’s modulus of polymer composite materials reinforced with natural or synthetic fibers. …”
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A Novel Multi-Sensor Nonlinear Tightly-Coupled Framework for Composite Robot Localization and Mapping by Lu Chen, Amir Hussain, Yu Liu, Jie Tan, Yang Li, Yuhao Yang, Haoyuan Ma, Shenbing Fu, Gun Li

“…We propose a real-time luminance calculation model and verify its conversion accuracy. Additionally, we designed a fast approximation method for the nonlinear weighted fusion of features from infrared and RGB frames based on luminance values. …”
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Immunogenicity analysis of a composition of inactivated human rotavirus A strains in mice following immunisation by M. V. Kovrizhko, E. P. Kolpakova, D. S. Kolpakov, T. I. Tverdokhlebova, E. S. Kurbatov

“…This study aimed to evaluate and compare the characteristics of the rotavirus-specific immune response to native strains and to a composition of inactivated rotavirus A strains in a mouse model.MATERIALS AND METHODS. …”
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Research progress and prospects of coal and gas outburst and composite dynamic disaster warning systems in China by Zhigang ZHANG, Qinghua ZHANG, Jun LIU

“…Based on the current situation of coal and gas outburst and its composite dynamic disaster warning methods and systems, as well as the demand for intelligent warning in coal mines, this paper proposes future research prospects: to carry out research on the coupling mechanism of multiple disasters in deep and high-strength mining mines, develop a quantitative dynamic identification model of multiple indicator systems, and achieve integrated monitoring of multiple disasters and coupled disaster or single disaster classification warning; Carry out precise geological exploration and modeling, combined with technologies such as big data and cloud computing, to more accurately capture dynamic disaster indicator parameters and determine critical warning indicator values; By using mathematical methods, the generalized model for qualitative description of the occurrence mechanism of composite disasters is transformed into a quantitative mathematical model, forming a comprehensive warning model of theory, experience, and data, further improving the accuracy of the warning system.…”
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A time series analysis of monthly Holstein milk yield and composition in a hot environment by Irene Chavarría, Oscar Ángel-García, Alan S. Alvarado, Viridiana Contreras, Dalia I. Carrillo, Ulises Macías-Cruz, Leonel Avendaño-Reyes, Miguel Mellado

“…It was concluded that hotter months diminished daily milk yield and its components. The ARIMA model can be used to accurately forecast daily milk yield and composition, which would allow to develop long-term strategies for managing milk production.…”
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MCAUnet: a deep learning framework for automated quantification of body composition in liver cirrhosis patients by Jiening Wang, Shuqi Xia, Jie Zhang, Xinyi Wang, Cai Zhao, Wen Zheng

“…Abstract Traditional methods for measuring body composition in CT scans rely on labor-intensive manual delineation, which is time-consuming and imprecise. …”
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Downlink outage probability analysis of distributed MIMO systems over a composite fading channel by Wen-jie PENG, Yue-heng LI, Mei-yan JU, Ping HUANG, Guo-ping TAN

“…Next, an approxi-mate analytical expression of average downlink outage probability of the system with arbitrary MS distribution was de-rived through using mathematical methods such as moment generating function, Gauss-Hermite integral, composite Simpson's rule and so on. …”
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Experimental Investigation and Simulation of Electro-Mechanical Behaviour of Hybrid Sandwich Composite Radomes for Aerospace Applications by Zhaib Muneer Ahmed, Muhammad Ali Nasir, Zafar Iqbal, Muhammad Talha Aamir

“…The EMI behavior of the radome was experimentally tested using the free space measurement method and verified through numerical modeling in Altair FEKO software, which showed minimal EM losses of 3% and <1% respectively. …”
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The justification of the optimal composition and research of a local hemostatic agent based on naturally occurring polysaccharides by V. V. Hladyshev, S. І. Sоkolovskyi, I. V. Sobko, Ugіs Kletnieks, Audrius Butkevichius

“…The hemostatic effect of model hemostatic compositions was evaluated using a femoral artery bleeding model induced by mechanical damage. …”
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Thresholds of Body Composition Changes Associated with Survival During Androgen Deprivation Therapy in Prostate Cancer by Pin-Chi Chen, Pai-Kai Chiang, Jhen-Bin Lin, Wei-Kung Tsai, Wan-Chun Lin, Ya-Ting Jan, Kun-Pin Wu, Jie Lee

“…Optimal thresholds for body composition changes were determined using the Shapley Additive Explanations (SHAP) method and validated using a Cox proportional hazard model. …”
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Asymmetric porous composite hydrogel patch for microenvironment-adapted repair of contaminated abdominal wall defects by Yang Yu, Yinxiang Tang, Weiwen Liang, Yuanbin Wang, Yang Ouyang, Wenxuan Xiong, Bingna Zheng, Lili Chu, Hui Wang

“…By stepwise phase-conversion and soaking method, robust and stable polyvinyl alcohol hydrogel (PVAH) is integrated with the biocompatible multicomponent hydrogel made of chitosan and carboxymethyl chitosan (cCS), and benzalkonium chloride (BAC) is loaded to enhance the antibacterial property. …”
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Solution of the optimization problem for the purpose of designing a lattice polymer composite structure with the outer skin by A. A. Skleznev, A. A. Chervyakov, I. G. Agapov

“…A confirmation of the results obtained with the help of an analytical solution and the results of a numerical experiment, obtained by modeling using the finite element method, is given. …”
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Experiment and simulation of single diamond abrasive particle scratching RB-SiC composite material by Dehan ZHANG, Kang DING, Xintong CAI, Feng YANG, Zhigang DONG, Yan BAO, Xiaoguang GUO, Renke KANG

“…However, the high hardness and brittleness lead to many defects when processed using traditional methods. To investigate the material removal mechanism and the surface damage causes during the grinding process of RB-SiC composite materials, the ABAQUS finite element software is used for scratch simulation and the scratching experiment of a single diamond abrasive indenter is used for verification.MethodsBased on ABAQUS finite element simulation software, a scratch simulation model of RB-SiC composite material with a multiphase structure is constructed. …”
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Under-nutrition and its associated factors among under-five children across urban and rural settings of Ethiopia: a cross-sectional comparative study by Amare Wubishet Ayele, Emmanuel Gabreyohannes, Yegnanew A. Shiferaw

“…Methods Cross-sectional data from the most recent 2019 Ethiopian Mini Demographic and Health Survey (EMDHS) was used in this study. …”
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Cloud service composition optimization based on service association impact and improved NSGA-II algorithm by Chong Zhang, Longge Wang, Ketai He

“…Extensive experiments on both benchmark problems and cloud service composition scenarios demonstrate that the proposed algorithm outperforms conventional multi-objective optimization methods in terms of convergence, diversity, and robustness. …”
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