Cooling Load Prediction via Support Vector Regression in Individual and Hybrid Approaches by Honglei Yao, Andrew Topper

“…It enhances these models with two cutting-edge optimization methods: Crystal Structure Algorithm and Reptile Search Algorithm. SVR, a machine learning technique renowned for its flexibility and interpretability, is used in this study to capture complex relationships between various building parameters and cooling load. …”
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Bailiffs’ Offices in the North Caucasus in the Last Third of the 18^th — First Half of the 19^th Centuries: Evolution of Activity by A. Kh. Abazov, I. R. Nakhusheva

“…The features of administrative subordination of local and main bailiff offices and their staff structure are studied. Attention is drawn to the difficulties of organizing the activities of bailiffs’ offices related to their subordination, on the one hand, to the Board (Ministry) of Foreign Affairs, on the other — to the provincial or linear authorities. …”
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CWTHF: Identifying Dark Matter Halos with Continuous Wavelet Transform by Minxing Li, Yun Wang, Ping He

“…In order to gain further insight into the processes of structure formation, it is necessary to identify isolated bound objects within the simulations, namely, the dark matter halos. …”
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Leveraging Success: The Hidden Peak in Debt and Firm Performance by Suzan Dsouza, Krishnamoorthy Kathavarayan, Franklin Mathias, Dharmesh Bhatia, Abdallah AlKhawaja

“…This study investigates the relationship between capital structure and financial performance in South African firms, focusing on the potential non-linear, inverse U-shaped effect of leverage on profitability. …”
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Foreground Removal and Angular Power Spectrum Estimation of 21 cm Signal Using Harmonic Space ILC Method by Albin Joseph, Rajib Saha

“…Mapping the distribution of neutral atomic hydrogen (H i ) in the Universe through its 21 cm emission line provides a powerful cosmological probe to map the large-scale structures and shed light on various cosmological phenomena. …”
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Torsional and axial buckling analysis of bio-inspired helicoidal laminated composite cylindrical shells by Amin Kalhori, Mohammad Javad Bayat, Kamran Asemi

“…Bio-inspired helicoidal composites, which emulate the layered, spiral structures found in natural materials such as bone and seashells, offer improved strength, durability, and resistance. …”
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The impact of urban spatial configuration on carbon emissions: Towards spatial planning for low-carbon development by Bo Wan, Yuhan Sun, Ningjie Shen, Qiang Sheng, Tao Yang

“…Leveraging a multi-scale spatial analysis framework and linear regression modeling, we reveal that spatial structure variables significantly enhance the explanatory power of traditional carbon emission models based on economic and demographic indicators. …”
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Constant-delay enumeration for SLP-compressed documents by Martín Muñoz, Cristian Riveros

“…We achieve this through a persistent data structure named Enumerable Compact Sets with Shifts which guarantees output-linear delay under certain restrictions. …”
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The Kinematic Signature of the Warp and Waves in the Milky Way Disk by Weixiang Sun, Han Shen, Biwei Jiang, Xiaowei Liu

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Experimental Validation of a Multi-Functional Metasurface for 5G and Satellite Communication by Hilal Rauf, Babar Kamal, Sadiq Ullah, Usman Ali, Ladislau Matekovits

“…In this article, a single layer, ultrathin, multiband, and multifunctional reflective polarization converting metasurface (PCMS) is presented that can perform linear to linear (LTL) orthogonally with respect to the incident polarization, also called cross polarization conversion (CPC), and linear to circular (LTC) polarization conversion (PC). …”
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Flexural Performance of Ambient‐Cured Metakaolin‐Stabilized Compressed Earth Brick Walls With Cement‐Soil Mortar Joints by Edmond Didier Medongou Tejiogho, Christopher Kanali, François Ngapgue, Isaac Fundi Sanewu

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Integrating AlphaFold2 models and clinical data to improve the assessment of Short Linear Motifs (SLiMs) and their variants' pathogenicity. by Franco Gino Brunello, Lorenzo Erra, Juan Nicola, Marcelo Adrián Martí

“…Short Linear Motifs (SLiMs) are protein functionally relevant regions that mediate reversible protein-protein interactions. …”
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PROBLEMS OF ECONOMY MANAGEMENT IN THE LIGHT OF COMPLEXITY THEORY by S. Kretov

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Effect of La and Si additives in Zr-doped HfO2 capacitors for pseudo-linear high-κ dielectric applications by Minjong Lee, Yong Chan Jung, Jin-Hyun Kim, Dushyant M. Narayan, Sehun Kang, Woo Young Park, Kivin Im, Jiyoung Kim

“…Control of the crystalline structure of Hf1–xZrxO2 films is crucial for achieving superior dielectric properties. …”
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Metal Thickness Measurement Using an Ultrasonic Probe with a Linear Actuator for a Magnet-Type Climbing Robot: Design and Development by Yuki Nishimura, Cheng Wang, Wei Song

“…While existing magnet-type climbing robots have demonstrated significant improvements in climbing steel structures, their capability in terms of metal thickness measurement has not been previously evaluated. …”
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A Multiband Dual Linear-to-Circular Polarization Conversion Reflective Metasurface Design Based on Liquid Crystal for X-Band Applications by Xinju Wang, Lihan Tong, Peng Chen, Lu Liu, Yutong Yin, Haowei Zhang

“…The polarization conversion (PC) structure employs an orthogonal anisotropic design, utilizing logarithmic functions to create two pairs of bowtie microstrip patches for linear-to-circular polarization conversion (LCPC). …”
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Control of an autonomous wind energy conversion system based on doubly fed induction generator supplying a non-linear load by M. L’Hadj Said, M. Ali Moussa, T. Bessaad

“…This paper presents a variable speed constant frequency (VSCF) autonomous control system to supply isolated loads (linear or non-linear). The main objective is the design of an effective strategy to reduce harmonic currents induced via the non-linear loads such as rectifier bridge with 6 diodes. …”
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Deep learning and genomic best linear unbiased prediction integration: An approach to identify potential nonlinear genetic relationships between traits by F. Shokor, P. Croiseau, H. Gangloff, R. Saintilan, T. Tribout, T. Mary-Huard, B.C.D. Cuyabano

“…Deep learning (DL) offers a promising alternative for capturing nonlinear genetic relationships due to its ability to identify complex patterns without prior assumptions about the data structure. We proposed a novel hybrid model that that combines both DL and GBLUP (DLGBLUP), which uses the output of the traditional GBLUP, and enhances its predicted genetic values (PGV) by accounting for nonlinear genetic relationships between traits using DL. …”
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A Ship Heading Estimation Method Based on DeepLabV3+ and Contrastive Learning-Optimized Multi-Scale Similarity by Weihao Tao, Yasong Luo, Jijin Tong, Qingtao Xia, Jianjing Qu

“…The framework introduces the Multi-Scale Structural Similarity (MS-SSIM) algorithm enhanced by a triplet contrastive learning mechanism that dynamically optimizes feature weights across scales, thereby improving robustness against image degradation and partial occlusion. …”
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Measuring the medication literacy level of community residents: a cross-sectional study by Lixing Huang, Fenfang Wei, Yangjun Liu, Jialin Xu, Jianru Wu, Qian Wang, Shuling Wang, Wenyu Wu

“…The analysis utilized various statistical methodologies, including T-tests, F-tests, multiple linear stepwise regression, and structural equation modeling to assess the current medication literacy status and the factors influencing it.ResultsThe levels of medication literacy among community residents typically exhibit a normal distribution. …”
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