Determinants of electricity consumption in South Africa: Insights from linear and nonlinear modeling approaches by Nyiko Worship Hlongwane

“…Methodology: The study employs linear models (Dynamic Ordinary Least Squares and Canonical Cointegrating Regression) and a nonlinear Threshold Autoregressive (TAR) model to analyze the relationships between electricity consumption and its determinants. …”
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Dataset of non-linear household loads for Validation of Active Power FiltersMendeley Data by Vrindarani Nuñez-Ramírez, Néstor F. Guerrero-Rodríguez, Rafael Omar Batista-Jorge, Robert Mercado-Ravelo, Francisco A. Ramírez-Rivera, Julio A. Ferreira, Rubén D. Ramos-Ciprian, Enrique Reyes-Archundia

“…This paper presents a dataset of non-linear household loads in Santo Domingo, Dominican Republic, obtained through a structured data collection and processing methodology. …”
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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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Linear Gauss Pseudospectral Method Using Neighboring Extremal for Nonlinear Optimal Control Problems by Tianyou Zhang, Wanchun Chen, Liang Yang

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When construction was linear. Analysis of the energy sustainability of social housing in Spain (1939-1989) by Aurora Martínez-Corral, Domingo Cuéllar

“…However, until very recent times architecture has been "linear" if we understand this as the opposite of the aim of reuse: the initial purpose was disconnected from the final one. …”
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Broadband, High-Linearity Switches for Millimeter-Wave Mixers Using Scaled SOI CMOS by Cameron Hill, James F. Buckwalter

“…By using seriesstacked devices with optimized gate impedance and voltage swing, both high linearity and fast switching are possible. A theoretical analysis and design framework has been developed and verified through simulation and measurement through two broadband, high-linearity passive mixer designs, one optimized for linearity and the other for bandwidth, using a 45-nm SOI CMOS process. …”
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Numerical optimization by the PFEMCT-SIF method of the crack propagation of a linear elastic material by Mohammed Bentahar, Noureddine Mahmoudi, Youcef Moulai Arbi

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A Novel Method for Solving Multiobjective Linear Programming Problems with Triangular Neutrosophic Numbers by Qing Wang, Yi Huang, Shiming Kong, Xinqiang Ma, Youyuan Liu, S. K. Das, S. A. Edalatpanah

“…In the field of operation research, linear programming (LP) is the most utilized apparatus for genuine application in various scales. …”
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Bayesian compositional generalized linear mixed models for disease prediction using microbiome data by Li Zhang, Xinyan Zhang, Justin M. Leach, A. K. M. F. Rahman, Carrie R. Howell, Nengjun Yi

“…To address this challenge, we developed Bayesian Compositional Generalized Linear Mixed Models for Analyzing Microbiome Data (BCGLMM). …”
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G-OPTIMAL DESIGN OF NON-LINEAR MODEL TO INCREASE PURITY LEVELS OF SILICON DIOXIDE by Nindya Wulandari, Erfiani Erfiani, Irzaman Irzaman, Utami Dyah Syafitri

“…The model used to increase silicon dioxide's purity is a non-linear model that follows the exponential decay distribution. …”
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A Low Complexity Linear Precoding Method for Extremely Large-Scale MIMO Systems by Salah Berra, Abderrazak Benchabane, Sourav Chakraborty, Kazuki Maruta, Rui Dinis, Marko Beko

“…These low-complexity linear precoding methods are based on Gauss-Seidel (GS) and Successive Over-Relaxation (SOR) techniques, which avoid calculating the complex matrix inversion and lead to stable linear precoding performance. …”
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Optimal UAV Deployment for Data Collection in Deadline-based IoT Applications by Baghdad Science Journal

Subjects: “…Data Collection, Deadline Time, Energy Efficiency, Internet of things, Mixed Integer Linear Programming, Unmanned Aerial Vehicles.…”
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Efficient Use of Variation in Evolutionary Optimization by John W. Pepper

“…Selection efficiency can be quantified as the linear correlation between objective performance and reproduction. …”
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Determinant Efficiencies in Ill-Conditioned Models by D. R. Jensen

“…These identities figure in the study of D and 𝐷𝑠 as determinant efficiencies for estimators and their subsets, specifically, 𝐷𝑠-efficiencies for the constant, linear, pure quadratic, and interactive coefficients in eight known small second-order designs. …”
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Photon-efficient camera with in-sensor computing by Yanqiu Guan, Haochen Li, Yi Zhang, Yuchen Qiu, Labao Zhang, Xiangyang Ji, Hao Wang, Qi Chen, Liang Ma, Xiaohan Wang, Zhuolin Yang, Xuecou Tu, Qingyuan Zhao, Xiaoqing Jia, Jian Chen, Lin Kang, Peiheng Wu

“…Abstract Image sensors with internal computing capabilities fuse sensing and computing to significantly reduce the power consumption and latency of machine vision tasks. Linear photodetectors such as 2D semiconductors with tunable electrical and optical properties enable in-sensor computing for multiple functions. …”
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