A Hybrid ARIMA-LSTM-XGBoost Model with Linear Regression Stacking for Transformer Oil Temperature Prediction by Xuemin Huang, Xiaoliang Zhuang, Fangyuan Tian, Zheng Niu, Yujie Chen, Qian Zhou, Chao Yuan

“…The predictions of these three models are combined through a linear-regression stacking approach, improving accuracy and simplifying the model structure. …”
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A Zinc Oxide Interconnected Hydroxypropyl-Beta-Cyclodextrin/rGO Nanocomposite as an Electrocatalyst for Melatonin Detection: An Ultra-Sensitive Electrochemical Sensor by Kuo-Yuan Hwa, Aravindan Santhan, Chun-Wei Ou, Cheng-Han Wang

“…Nanocomposite hydroxypropyl-beta-cyclodextrin functionalized reduced graphene oxide sheets (HpβCD@rGOs) with zinc oxide flaky structures (ZnOFs) were synthesized. The ZnOFs/HpβCD@rGOs were first characterized to examine their physicochemical characteristics. …”
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Cultural narratives, social norms, and psychological stigma: a study of mental health help-seeking behavior in Peshawar, Pakistan by Umar Daraz, Štefan Bojnec, Štefan Bojnec, Štefan Bojnec, Younas Khan, Zakir Hussain

“…Multivariate analyses, including multiple linear regression and Structural Equation Modeling (SEM), were used to assess combined effects and mediation pathways.ResultsCultural narratives had a positive impact on help-seeking behavior, explaining 42% of its variance. …”
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Relationship of Road Pavement Deformation Moduli, Determined by Different Methods by Giedrius Siaudinis

“…Lithuanian standard LST 1360.5 "Soils for the motor roads" defines the measurement of deformations by static testing equipment at the top of each structural pavement layer. Based on the FWD-measured deflections at pavement surface, it is possible to calculate deformation moduli of structural pavement layers. …”
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Control of Bending-Bending Coupled Vibrations of a Rotating Thin-Walled Composite Beam by Jaroslaw LATALSKI, Marcin BOCHEŃSKI, Jerzy WARMIŃSKI

“…The paper presents a study of a possible application of structure embedded piezoelectric actuators to enhance the performance of a rotating composite beam exhibiting the coupled flexural-flexural vibrations. …”
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Optical characterization of chiral three-dimensionally periodic photonic crystals fabricated by temporally periodic physical vapor deposition on two-dimensionally periodic substrat... by Ricardo A Fiallo, Mark W Horn, Akhlesh Lakhtakia

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Selective disruption of gray matter volume covariance in orbitofrontal cortex subregions among patients with functional constipation by Qian Su, Lianzi Liu, Ting Hua, Jian Gong, Hongliang Tian, Jiongyue Yun, Wangli Cai

“…A cohort of 87 patients with FCon and 87 healthy controls (HC) underwent high-resolution structural MRI scans. The GMV covariance was analyzed using voxel-based morphometry, and the covariance patterns between OFC subregions and other brain regions were examined using a general linear model. …”
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Intractable prefrontal and limbic white matter network disruption in adolescents with drug-naïve nonsuicidal self-injury by Yuwei Chen, Xiongxiong Yang, Kaike Liao, Rui Yu, Xinyue Chen, Wenjing Zhang, Nian Liu

“…Network-based statistic (NBS) correction methods were used to assess structural connectivity within this network, and a generalized linear model was used to compare network metrics between NSSI and HCs, whereas paired t-tests were used to compare the same patients pre- and post-treatment. …”
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A Simple Algorithm for Finding a Non-negative Basic Solution of a System of Linear Algebraic Equations by Gleb D. Stepanov

“…The second stage is an iterative cycle, at each of the iterations of which, according to some rules, a resolving element is selected, and then a Gaussian elimination step is performed, preserving the matrix structure obtained at the first stage. The cycle ends either when the absence of non-negative solutions is established, or when one of them is found.Two rules for choosing a resolving element are given. …”
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Lumbar and pelvic CT image segmentation based on cross-scale feature fusion and linear self-attention mechanism by Chaofan Li, Liping Chen, Qiong Liu, Jinnan Teng

“…However, conventional CT imaging poses significant challenges due to the low contrast of sacral and bilateral hip tissues and the complex and highly similar intervertebral space structures within the lumbar spine. To address these challenges, we propose a general-purpose segmentation network that integrates a cross-scale feature fusion strategy with a linear self-attention mechanism. …”
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Linear model based on neighborhood ABS index for graph energy in benzenoid hydrocarbons and maximum index cactus graphs by Zheng-Qing Chu, Mohammed Yasin H, M. Suresh, Micheal Arockiaraj

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Effects of silicon surfactant in rigid polyurethane foams

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Generalized analysis of fractional Dullin-Gottwald-Holm equation: Soliton solutions and their applications in non-linear wave dynamics by Yousef Jawarneh, Ali H. Hakami, Abaker A. Hassaballa

“…We develop fresh plethora of perturbed kink structures, kink and anti-kink soliton solutions using well-established criteria, and we evaluate their intricate behavior patterns. …”
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Analysis, design and control of A high step-up three level Quasi-Z-Source PWM DC-DC converter for photovoltaic applications: by Mohammad Matin Dezhdar, Mahdi Rezvanyvardom, Farbod Setoudeh, Ashkan horri, Mohammad Bagher Tavakoli

“…Compared to similar structures, this design employs only one switch, resulting in a straightforward and linear converter performance. …”
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Bridging the divide: how agricultural technological innovation narrows the urban–rural income gap in China by Ruofan Liao, Yuheng Wei, Yu Bai, Jianxu Liu

“…Policy recommendations include strengthening agricultural technological innovation support, optimizing rural labor structure, promoting urbanization and information infrastructure development, and enhancing policy coordination to maximize the equalizing effects of agricultural innovation across diverse regional contexts.…”
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Linear zones of increased oil producti vity in the carbonate reservoir of the Pushkarskoe area of Zimne-Stavkinsko-Pravoberezhnoye field by K. I. Chernenko, N. V. Yeriomina, Ye. Yu. Tumanova

“…Structural factor, effective oil pay thickness, height above the contact, open porosity, oil saturation, specific oil reserves of the formation are not the determining factors of linearity. …”
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Sufficient Dilated LMI Conditions for 𝐻∞ Static Output Feedback Robust Stabilization of Linear Continuous-Time Systems by Kamel Dabboussi, Jalel Zrida

“…New sufficient dilated linear matrix inequality (LMI) conditions for the 𝐻∞ static output feedback control problem of linear continuous-time systems with no uncertainty are proposed. …”
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Constraints on timing and magnitude of early global expansion of the Moon from topographic features in linear gravity anomaly areas by Natsuki Sawada, Tomokatsu Morota, Shinsuke Kato, Yoshiaki Ishihara, Yoshihiro Hiramatsu

“…We found that 17 of the 20 LGAs investigated exhibited a valley structure, suggesting that they were formed by tensile stress. …”
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Sustainable 4D Printable Biobased Shape Memory Polymers with Linear Tunability and Multistimuli Actuation for Advanced Applications by Maksims Jurinovs, Madara Veseta, Alisa Sabalina, Pedro E. S. Silva, Artis Linarts, Hossein Baniasadi, Jaana Vapaavuori, Sergejs Gaidukovs

“…Complex geometries, including auxetic and spiral structures, are successfully fabricated using vat photopolymerization 4D printing, highlighting exceptional resolution and defect‐free printing. …”
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Laboratory and numerical investigation of cutting tool performance using a new small-scale linear cutting machine by Hamid Chakeri, Amin Maleki, Hadi Shakeri, Mohammad Darbor, Hamid Mousapour

“…This study investigates the performance of cutting tools using a novel small-scale Linear Cutting Machine (LCM). To achieve this, a small-scale LCM was developed, and linear cutting tests were performed on nine rock specimens of varying geological origins. …”
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