Data-driven insights into the electronic and thermoelectric properties of 1T-Li2O: A combined DFT and ML investigation by S. Chellaiya Thomas Rueshwin, R.D. Eithiraj

“…Optical analysis indicated a strong absorption coefficient, underscoring the 1T-Li2O monolayer’s potential for optoelectronic applications in the UV region for both strained and unstrained structures. Additionally, the material demonstrated promising thermoelectric properties, at 1000 K achieving a figure of merit (ZT) of 0.95 for unstrained structure, indicating its suitability for waste heat recovery. …”
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Pseudo-spin light circuits in nonlinear photonic crystals by Ofir Yesharim, Shani Izhak, Ady Arie

“…Commonly, guiding is achieved by modifying linear permittivity, resulting in a non-homogeneous linear medium. …”
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The inverted U-shaped relationship between judicial development and economic growth: evidence from China by Xin Zhang, Decai Tang, Xiejun Cheng

“…The findings reveal that: (1) In both the baseline regression and the System Generalized Method of Moments (SYS-GMM) model, the linear term of judicial development level (JDL) is significantly positive, while the quadratic term is significantly negative, indicating an inverted U-shaped impact of JD on China’s economic growth. (2) The threshold regression model confirms this hypothesis, as the threshold variable passes the single-threshold test, and the coefficients shift from positive to negative. (3) Employment, gross capital formation, and the marketization index positively contribute to China’s economic growth, while the full-time equivalent of R&D personnel shows no significant effect. (4) Heterogeneity analysis reveals that the inverted U-shaped structure is most pronounced in the eastern region, suggesting that its JD has entered a phase of institutional marginal inhibition. …”
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4-by-4 Integrated Waveguide Coupler Based on Bi-Directional Propagation in Two Single-Mode Waveguides by Mathias J. Weisen, James C. Gates, Corin B. E. Gawith, Peter G. R. Smith, Peter Horak

“…We propose and investigate theoretically the use of bi-directional propagation of light in silica integrated coupled waveguide structures for linear optical processing of fiber-coupled photons. …”
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Effects of Supply Chain Design and Collaboration on Customers’ Satisfaction of Instant Noodles in Ekiti State, Nigeria by Oluleye Seun Ogunmola, Kayode Kingsley Arogundade

“…The degree of collaboration among supply chain partners and the structure of the network are important determinants of the level of satisfaction customers derive from the products or services. …”
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A fair dividend approach for aggregating wearable sensor data to improve electronic health records. by Turki M Alanazi, Noha Alduaiji, Chahira Lhioui, Rim Hamdaoui, Somia Asklany, Monia Hamdi, Ali Elrashidi, Ghulam Abbas

“…The sequence determination uses balanced linear scheduling, optimizing the structure of sensing operations and increasing WS input availability when interruptions from multiple sensors, thereby boosting operating efficiency. …”
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COMPACT PARTITIONS ON LARGE DIMENSION TOPOLOGICAL GRAPHS by Alexander V. Pogrebnoy, Andrey V. Pogrebnoy

“…Distributed systems containing hundreds and thousands of objects are usually built in the form of hierarchical structures. In these structures, lower-level objects are combined into subsets for connection to the corresponding centers. …”
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Quantitative and intelligent methods for economic forecasts (birth rate time series (Ntl)) by Katerina ZELA

“…For this reason, in the study it is proposed to improve the modeling and forecasting results by combining a linear A RIMA method with an intelligent non-linear method, the artificial neural network -ANN. …”
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Robust control of single input multi outputs systems by D. Zehar, K. Behih, A. Cherif

“…The hierarchical structure of the sliding surface which is made using a linear combination between subsurfaces, according to the system structure, allows the only control input to affect subsystems in graded manner from the last one to the first one. …”
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Experimental Finite Element Approach for Stress Analysis by Ahmet Erklig, M. Akif Kütük

“…An identical mesh structure was prepared for the finite element and the experimental models. …”
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Identification of Wiener Model with Internal Noise Using a Cubic Spline Approximation-Bayesian Composite Quantile Regression Algorithm by Tianhong Pan, Wei Guo, Ying Song, Fujia Yin

“…In order to reduce the computational burden, the Markov Chain Monte Carlo algorithm is introduced to calculate the expectation of parameters’ posterior distribution. To determine the structure order, the Final Output Error and the Akaike Information Criterion are used in the nonlinear block and the linear block, respectively. …”
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直动型弧面凸轮机械手的机构与结构设计 by 杨芙莲, 杨妮, 葛正浩, 张晓燕

“…The linear globoidal cam manipulator is studied systematically,the design of the globoidal cam mechanism and structure are emphatically carried out,the machine’s structure drawing is drew.…”
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Distributed Nonparametric and Semiparametric Regression on SPARK for Big Data Forecasting by Jelena Fiosina, Maksims Fiosins

“…We used MapReduce paradigm and describe the algorithms in terms of SPARK data structures to parallelize the calculations. The forecasting accuracy of the proposed algorithms is compared with the linear regression model, which is the only forecasting model currently having parallel distributed realization within the SPARK framework to address big data problems. …”
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Methodology of nonlinearity in the research of the phenomenon of the innovation space of higher school expansion by O. Voeykova

“…The proposed methodology of nonlinear research is opposed to the so-called linear logic, a linear method often used in economics that considers objects and phenomena with predictable behavior and is not able to give a complete picture of the development of open nonequilibrium systems. …”
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QSPR modeling of some COVID-19 drugs using neighborhood eccentricity-based topological indices: A comparative analysis. by Yeliz Kara, Yeşim Saǧlam Özkan, Asad Ullah, Yasser Salah Hamed, Melaku Berhe Belay

“…The purpose is to identify structural components that have a significant impact on physico-chemical properties. …”
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Probing the Kinematics of Multiple- and Single-protostar Systems in Perseus with N2H+ by Erica Behrens, Adele Plunkett, Zhi-Yun Li

“…We analyze the dense gas kinematics in two class 0/I protostellar cores, Per 30 and NGC 1333 IRAS 7, in the Perseus Molecular Cloud to determine whether their velocity structures are indicative of rotation. We examine the hyperfine structure of the N _2 H ^+ J = 1–0 transition by combining 3″ (900 au) Atacama Large Millimeter/submillimeter Array measurements with 9″ (2700 au) measurements from the Green Bank Telescope. …”
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An overview of iterative methods based on orthogonal projections by Touraj Nikazad, Mona Khakzad

“…The goal is to find a point in the intersection of a finite collection of convex sets defined by linear constraints. We provide a structured overview and comparison of existing orthogonal projection-based iterative methods for solving LFPs, including sequential, simultaneous, and block-iterative algorithms. …”
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Safety Evaluation of the Wear Life of High-Speed Railway Bridge Bearings by Monitoring Train-Induced Dynamic Displacements by Gaoxin Wang, Youliang Ding, Hui Guo, Xinxin Zhao

“…The results can provide an important reference for analysis on the bearing wear life of long-span railway bridge structures.…”
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Synthesis of Scalar Control System of Asynchronous Motor Drive by B. I. Firago, O. F. Opeiko

“…The purpose of the paper is to make synthesis of a scalar control system of asynchronous motor drive that ensures the required quality indices in the specified range of parameter changes of a linearized electric motor model. Expressions have been obtained that make it possible to estimate change limits of main linear model parametersThe paper considers a structure of a closed loop system with dynamical output feedback and its derivative. …”
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Dual-Polarization Dual-Parallel MZM and Optical Phase Shifter Based Microwave Photonic Phase Controller by T. Niu, X. Wang, E. H. W. Chan, X. Feng, B. O. Guan

“…Unlike other phase controlling structures, the radio-frequency (RF) signal phase shift produced by the new phase controller has a predefined linear relationship with the control voltage. …”
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