An optimization protocol for MRI examination resource allocation based on demand forecasting and linear programming by Zhongbin Zhou, Hanyu Zhou, Yuanyuan Qiao, Zihan Gao, Ying Yang

“…An optimization flowchart was developed to integrate key factors in MRI examination resource allocation, streamlining and systematizing the optimization process to enhance work efficiency. This study offers a comprehensive protocol for optimizing MRI examination resource allocation, combining the predictive power of the NARX model, the planning capabilities of the Integer Linear Programming model, and the integration of other relevant factors via an optimization flowchart.…”
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Study on the Deposition Characters of Linear Multi nozzle NFES to Direct write Aligned Nanofibers by WANG Zhifeng, CHEN Xindu, ZHANG Jiarong, LIN Yaru, PENG Weichao, LIN Zeqin, WANG Han

“…Nearfield electrospinning (NFES) directwriting of linear multinozzle is a highly efficient electrohydrodynamic technique for massvolume fabricating micronano structures. …”
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Programmable Mach–Zehnder Interferometer without bends for high density and integrated linear operation by Onkar Sanjay Mane, Yasir Ahmad Bhat, Srini Krishnamurthy, Rituraj

“…The growth in computing demands driven by the advancements in artificial intelligence and data communication necessitate energy-efficient devices that can process information at high speeds and integrate seamlessly into compact platforms. …”
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H∞ Fault Detection for Linear Discrete Time-Varying Descriptor Systems with Missing Measurements by Guangfu Deng, Huihong Zhao

“…A numerical example is given to demonstrate the efficiency of the proposed method.…”
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Enhancing cross entropy with a linearly adaptive loss function for optimized classification performance by Jae Wan Shim

“…Abstract We propose the linearly adaptive cross entropy loss function. This is a novel measure derived from the information theory. …”
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Advanced MMC-Based Hydrostatic Bearings for Enhanced Linear Motion in Ultraprecision and Micromachining Applications by Ali Khaghani, Atanas Ivanov, Mina Mortazavi

“…This study highlights the potential of utilizing lightweight materials, such as MMC, to optimize the performance and efficiency of linear slideways in precision engineering applications.…”
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Performance analysis of non-linear constellation precoded NOMA over Rayleigh fading channel by Narasimman Manogaran, Muthuchidambaranathan Palanivel

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Non-linear optic properties of colloids prepared by metal targets’ laser ablation in dimethylsulfoxide by А.А. Звеков, А.В. Каленский, А.В. Иванов, А.П. Боровикова, Д.Р. Нурмухаметов

“…The dependencies of the attenuation linear coefficient and pressure generation efficiency on the pulse energy density were described with power laws with a threshold of the ef- fect and the parameters were estimated. …”
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Determinants of electricity consumption in South Africa: Insights from linear and nonlinear modeling approaches by Nyiko Worship Hlongwane

“…Practical implications: The findings inform policymakers and energy stakeholders in South Africa on effective strategies for managing electricity demand, promoting energy efficiency, and addressing the ongoing challenges in the electricity sector. …”
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Linear Diophantine Fuzzy Einstein Aggregation Operators for Multi-Criteria Decision-Making Problems by Aiyared Iampan, Gustavo Santos García, Muhammad Riaz, Hafiz Muhammad Athar Farid, Ronnason Chinram

“…The linear Diophantine fuzzy set (LDFS) has been proved to be an efficient tool in expressing decision maker (DM) evaluation values in multicriteria decision-making (MCDM) procedure. …”
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Additively manufactured lightweight coaxial to circular waveguide transition for linearly polarized microwave systems by Hasan Muhammad Fahad, He Huang, Ray Tahir Mushtaq, Khalid A. Al-Ghamdi

“…Abstract Waveguides and transitions provide efficient, low-loss microwave transmission across a target frequency band for space communications and radar. …”
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Linear and Machine Learning modelling for spatiotemporal disease predictions: Force-of-Infection of Chagas disease. by Julia Ledien, Zulma M Cucunubá, Gabriel Parra-Henao, Eliana Rodríguez-Monguí, Andrew P Dobson, Susana B Adamo, María-Gloria Basáñez, Pierre Nouvellet

“…However, BRT and RF were less efficient at propagating uncertainty.<h4>Conclusions/significance</h4>The choice of FoI predictive models will depend on the objectives of the analysis. …”
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Bayesian Analysis for Dynamic Generalized Linear Latent Model with Application to Tree Survival Rate by Yu-sheng Cheng, Mei-wen Ding, Ye-mao Xia, Wen-fa Zhan

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Comparative Study of Different Linear Analysis for Seismic Resistance of Buildings According to Eurocode 8 by Ivelin Ivanov, Dimitar Velchev

“…Eurocode 8 recommends two linear methods and two nonlinear methods. The nonlinear methods require some knowledge about the nonlinear behavior of beams and joints in the structure, which makes the linear methods preferable. …”
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Switchable linear to circular polarization conversion in reflection and transmission modes based on vanadium-dioxide by Eman M. Eldesouki, Ahmed Elsayed Abouelez

“…Abstract A design of a switchable dual-mode linear-to-circular polarization converter (LTC-PC) in the terahertz (THz) band is reported based on vanadium dioxide (VO2). …”
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A non-linear procedure for the numerical analysis of crack development in beams failing in shear by P. Bernardi, R. Cerioni, E. Michelini, A. Sirico

“…In more details, a constitutive model originally proposed by Ottosen and based on non-linear elasticity has been here incorporated into 2D-PARC in order to improve the numerical efficiency of the adopted algorithm, providing at the same time an accurate prediction of the structural response. …”
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Simulation Analysis of Magnetic Characteristic of Double Permanent Magnet Wheel Linear Drive Device by Sun Feng, Ma Di, Zhao Chuan, Ren Huizhi, Xu Fangchao, Li Qiang, Jin Junjie

“…The non-contact permanent magnet force linear driving device of double permanent magnet wheel is a magnetic driving device for long-distance linear transmission by means of permanent magnet force. …”
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Large-Scale Image Retrieval of Tourist Attractions Based on Multiple Linear Regression Equations by Yinping Song

“…This paper presents an in-depth study and analysis of large-scale tourist attraction image retrieval using multiple linear regression equation approaches. This feature extraction method often relies on the partitioning of the grid and is only effective when the overall similarity of different images is high. …”
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PatchTSFL: Patch Fourier Enhanced Linear for Long-Term Time-Series Forecasting by Ling Li, Xianyun Wen, Weibang Li, Chengjie Li, Chengfang Zhang

“…These findings establish PatchTSFL as an effective and efficient solution for long-term time series prediction. …”
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Linear Gauss Pseudospectral Method Using Neighboring Extremal for Nonlinear Optimal Control Problems by Tianyou Zhang, Wanchun Chen, Liang Yang

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