Evaluating statistical consistency for the ocean component of earth system models using physics informed convolutional autoencoder by Yangyang Yu, Shaoqing Zhang, Haohuan Fu, Dexun Chen, Yishuai Jin, Yang Gao, Xiaopei Lin, Zhao Liu, Xiaojing Lv, Yunlong Fei, Kaidi Wang

“…However, due to the longer timescales required for the ocean to adjust compared to the atmosphere, achieving an efficient method for evaluating the consistency of ocean models necessitates extending model integration time while reducing ensemble simulation size. …”
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Does oil dependence cause energy risk? by Bekhzod Kuziboev, Elbek Khodjaniyazov, Ilhan Ozturk, Khamid Sabirov, Samariddin Makhmudov, Sarbinaz Utegenova

“…Furthermore, we emphasize the significance of technological progress, as it determines the efficient and minimal use of energy resources and oil, both of which depend on the level of technological advancement. …”
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Trypsin Digestion Pretreatment of Kelp Samples and the Iodine Speciation Analysis of Iodate, Iodide, MIT, and DIT by HPLC-ICP-MS by Tong Chen, Wanjing Cui, Ziwei Bi, Yafei Guo, Guoliang Zhu, Xiuyun Pan, Zhiqiang Cui, Zhen Yang, Tianlong Deng

“…The analysis of iodine content in kelp is mainly focused on determining total iodine content, which lacks a rapid and sensitive analytical method for iodine species corresponding to iodate, iodide, monoiodotyrosine (MIT), and diiodo-tyrosine (DIT). …”
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Early Weak Fault Diagnosis of Rolling Bearing Based on Multilayer Reconstruction Filter by Quanfu Li, Yuxuan Zhou, Gang Tang, Chunlin Xin, Tao Zhang

“…The proposed method has the advantages of reducing noise influence and adaptive estimation of decomposed modes, which can be applied more efficiently in practice.…”
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Features of municipal services digitalization in Iraq by Svetlana V. Panikarova, Saif S. M. AL-zuwaini

“…To achieve this goal, the following tasks were addressed: examining the organizational foundations of municipal service provision in Iraq; studying the stages of municipal service digitalization; assessing the current state of digital infrastructure; identifying features and barriers to digitalization; developing directions for improving the efficiency of municipal service digitalization. Materials and methods. …”
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Acoustic and visual optimization in the configuration of exhibition space partitioning by Thomas Ari Kristianto, Sri Nastiti Nugrahani Ekasiwi, Dhany Arifianto

“…On the other hand, designers tend to design pavilion spaces for maximum visual connectivity while considering circulation and space efficiency. This research examines the acoustic performance of three commonly used partition models to determine the relationship between partition openness and their respective acoustic environments. …”
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Optimization of non-smooth functions via differentiable surrogates. by Shikun Chen, Zebin Huang, Wenlong Zheng

“…Through extensive testing on classical optimization benchmarks including Rosenbrock, Levy, and Rastrigin functions with varying dimensions and constraint conditions, we demonstrate that our method achieves solutions up to 40% better than traditional methods while reducing computation time by orders of magnitude. …”
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CHARACTERIZATION OF ISOLATES OF ALTERNARIA AND FUSARIUM FOUND IN CARROT FROM DIFFERENT ECOLOGICAL AND GEOGRAPHIC ZONES by L. M. Sokolova

“…This article presents a method of inoculation of cut-discs of root. A great advantage of the method is in its efficiency and the current results can be obtained within 2 weeks from the moment of infection. …”
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Pointwise prediction of protein diffusive properties using machine learning by Rasched Haidari, Achillefs N Kapanidis

“…The understanding of cellular mechanisms benefits substantially from accurate determination of protein diffusive properties. Prior work in this field primarily focuses on traditional methods, such as mean square displacements, for calculation of protein diffusion coefficients and biological states. …”
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COMPARATIVE ANALYSIS OF THE ENERGIES OF NEEDLE BAR MECHANISMS OF THE SEWING MACHINES by Bl. Paleva-Kadiyska

“…Materials and Methods: The object of the study is the energies of the needle bar mechanisms of the sewing machines Juki DDL5550 and Textima 8332. …”
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Dyschromonychia: clinical significance in a South African population by P.F. Levay, M.E. Botes, E. Malela

“…Methods: This prospective and observational study included in- and out-patients attending the Immunology Clinic at Kalafong Hospital, Pretoria, Gauteng. …”
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Level of satisfaction and associated factors among patients attending outpatient departments of south Wollo health facilities, Ethiopia. by Wolde Melese Ayele, Abdurahman Ewunetu, Muluken Genetu Chanie

“…<h4>Background</h4>Patient satisfaction is a key metric for determining how efficient healthcare is delivered. When patients visit health care facilities, they express a clear desire for high-quality services. …”
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Optimizing Cervical Cancer Diagnosis with Feature Selection and Deep Learning by Łukasz Jeleń, Izabela Stankiewicz-Antosz, Maria Chosia, Michał Jeleń

“…The main purpose of cervical cancer diagnosis is a correct and rapid detection of the disease and the determination of its histological type. This study investigates the effectiveness of combining handcrafted feature-based methods with convolutional neural networks for the determination of cancer histological type, emphasizing the role of feature selection in enhancing classification accuracy. …”
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B-doped nano-hydroxyapatite facilitates proliferation and differentiation of osteoblasts by Qiao Kang, Wenhao Wang, Shengtao Wu, Ganggang Hu

“…Abstract Purpose We aimed to explore the mechanism by which Boron-doped nano-hydroxyapatite (B-nHAp) facilitates the proliferation and differentiation of osteoblasts through controlled release of B. Methods B-nHAp characterization was accomplished by means of X-ray diffraction, scanning electron microscopy, inductively coupled plasma mass spectrometry, and transmission electron microscopy. …”
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Effect of a Web-Based Educational Program on Prevention of Tobacco Smoking among Male Adolescents: An Application of Prototype Willingness Model by Alireza Heidarnia, Majid Barati, Shamsoddin Niknami, Hamid Allahverdipour, Saeed Bashirian

“…Materials and Methods: In this interventional study, 114male adolescents were randomly divided into two experimental and control groups in Hamadan, west of Iran. …”
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Associations Between Effort Capacity and Cognitive Processes in Basketball Players by Maria-Andreea COTEAȚĂ, Florin TROFIN

“…Methods: We associated 3 types of visual memory (simple, dynamic and numerical) with 3 agility tests (Lane, Illinois, hexagon with randomized visual stimuli), 1 reaction speed test, 1 aerobic (Vameval shuttle) and 1 anaerobic (8x10+10 m) test and the test for determining the explosive force of the lower limbs. …”
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Fuel Price Fluctuation and SME Financial Performance: A Case Study of the Agricultural Sector in Kagadi Town Council. by Bitaka, Raymond

“…The study aimed to evaluate how fuel price volatility affects SMEs, identify the factors influencing fuel prices, and explore the strategies SMEs use to mitigate these effects. A mixed-methods approach, combining quantitative analysis and qualitative interviews, was employed to collect data from SMEs in Kagadi Town Council. …”
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Predictive Modeling of Lignocellulosic Content in Crop Straws Using NIR Spectroscopy by Yifan Zhao, Yingying Zhu, Yumeng Ren, Yu Lu, Chunling Yu, Geng Chen, Yu Hong, Qian Liu

“…Specifically, the cellulose PLS model achieved a prediction set coefficient of determination (R²_P) of 0.8983, root mean square error of prediction (RMSEP) of 0.6299, and residual predictive deviation (RPD) of 3.49. …”
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Zoning and Identification of Factors Affecting Illegal Livestock Grazing in Golestan National Park Using Logistic Regression by Meysam Madadi, HamidReza Rezaei, Alireza Mohammadi, Bagher Nezami Balochi, Maryam Shahbazi

“…The Aspect factor with a coefficient of 0.0015 was determined to be the least influential independent variable. …”
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Genetic analysis of citrus fruit-related traits in the progeny of HB Pomelo × Huagan No.4 hybrids by CHENG Hanyuan, ZHENG Jierong, XU Chenyu, YI Hualin, WU Juxun

“…Three biological replicates were determined for each index. The mean, standard deviation, skewness, coefficient of variation, genetic transmission, and other parameters of these data were calculated to assess the genetic variation characteristics of the hybrid population. …”
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