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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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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Effects of silicon surfactant in rigid polyurethane foams

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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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Experimental and numerical study on radiative cooling of a linear alternator in a free-piston Stirling electric generator by Qingyue Jin, Guoyao Yu, Haojie Sun, Jing Luo, Hangyu Ma, Yong Li, Shunmin Zhu, Ercang Luo

“…Heat rejection of a linear alternator (LA) plays a pivotal role in achieving high performance and a long lifetime. …”
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Investigation of the system AgIn₅S₈-FeIn₂S₄ by I. V. Bodnar, T. H. Barugu

“…Their composition and structure were determined. It is seen that the pointed compounds and solid solutions are crystallized in the spinal cubic structure. …”
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Thermal expansion of (MnIn₂S₄)_1-x•(AgIn₅S₈)_x solid solutions by Chan Bin Tkhan, I. V. Bodnar

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Role of green areas for space integration of Kraków’s Metropolitan Area by Hrehorowicz-Gaber Hanna

“…The greenery, comprised in larger natural structures such as river parks and green wedges, enhances the area’s polycentric concept. …”
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Development of LPFG-Based Seawater Concentration Monitoring Sensors Packaged by BFRP by Zhe Zhang, Tongchun Qin, Yuping Bao, Jianping He

“…The BFRP packaged sensor has good corrosion resistance and a simple structure, and it has a certain application value in the monitoring of salinity in the marine environment and coastal soil.…”
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Efficient optimum safety factor approach for system reliability-based design optimization with application to composite yarns by Gh. Kharmanda, I. R. Antypas

“…The integration of reliability and optimization concepts seeks to design structures that should be both economic and reliable. …”
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A Numerical Investigation of Enhanced Microfluidic Immunoassay by Multiple-Frequency Alternating-Current Electrothermal Convection by Qisheng Wu, Shaohua Huang, Shenghai Wang, Xiying Zhou, Yuxuan Shi, Xiwei Zhou, Xianwu Gong, Ye Tao, Weiyu Liu

“…Under the approximation of a small temperature rise, a linear model describing the phenomenon of MET is derived. …”
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Optimization of Nozzle Diameter and Printing Speed for Enhanced Tensile Performance of FFF 3D-Printed ABS and PLA by I. S. ELDeeb, Ehssan Esmael, Saad Ebied, Mohamed Ragab Diab, Mohammed Dekis, Mikhail A. Petrov, Abdelhameed A. Zayed, Mohamed Egiza

“…The results underscore the need for material-specific parameter tuning in FFF and offer practical insights for optimizing mechanical performance in applications demanding high structural integrity, including biomedical, aerospace, and functional prototyping.…”
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A simulation-based approach for optimized linear switched reluctance motor performance through material selection for core design by Nisha Prasad, Mahipal Bukya

“…However, structural modifications are crucial for mitigating the drawbacks of high-force ripples and acoustic noise. …”
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