Fully invertible hyperbolic neural networks for segmenting large-scale surface and sub-surface data by Bas Peters, Eldad Haber, Keegan Lensink

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cpp11armadillo: An R package to use the Armadillo C++ library by Mauricio Vargas Sepulveda, Jonathan Schneider Malamud

“…This article introduces ‘cpp11armadillo’, an R package that integrates the highly efficient Armadillo C++ linear algebra library with R through the ‘cpp11’ interface. …”
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Performance Comparison of Genomic Best Linear Unbiased Prediction and Four Machine Learning Models for Estimating Genomic Breeding Values in Working Dogs by Joseph A. Thorsrud, Katy M. Evans, Kyle C. Quigley, Krishnamoorthy Srikanth, Heather J. Huson

“…This study investigates the efficacy of various genomic prediction models—Genomic Best Linear Unbiased Prediction (GBLUP), Random Forest (RF), Support Vector Machine (SVM), Extreme Gradient Boosting (XGB), and Multilayer Perceptron (MLP)—in predicting genomic breeding values (gEBVs). …”
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PP-QADMM: A Dual-Driven Perturbation and Quantized ADMM for Privacy Preserving and Communication-Efficient Federated Learning by Anis Elgabli

“…Extensive numerical experiments on a convex linear regression task validate the effectiveness of PP-QADMM. …”
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Análisis dinámico no lineal para pilotes de cimentación fundidos " in situ " // Non-linear dynamical analysis for foundation piles molten " in situ " by E. Fraga Guerra, J. A. Alvarez Vasallo, L. Baldoquín de la Peña, Ma. L. Brito Vallina

“…One of the most used techniques is<br />the study of mechanical vibrations of the piles since this method turns out very efficient because it allows obtaining optimum<br />results without stopping the productive process.…”
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Simulation Analysis and Optimization Research on Cooling and Dehumidifying Effects of Evaporator by Liu Shuailing, Ma Guoyuan, Xu Shuxue, Li Fuping, Sun Han

“…For the efficient operation of the cooling and dehumidification system, the relationship between dehumidification and the inlet air speed, dry bulb temperature, and relative humidity of evaporator is numerically analyzed. …”
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Optimizing Poisson-Lindley Parameter Estimation: LQM and Reliability Analysis Applied to Guinea Pig Survival Data by Sameera Othman

“… The main objective of this work is to estimate the scale parameter of the Poisson Lindley distribution by means of multiple approaches, such as Poisson Linear Quantile-Moment and Maximum Likelihood. Based on mean square error criteria(MSE), Akaike information criterion (AIC), and Bayesian information criterion (BIC), Linear Quantile-Moment is the most efficient estimator among these techniques. …”
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Non-uniform Rectilinear Grid in the Waveguide Modeling of the Vocal Tract by Tahir Mushtaq QURESHI, Khalid Saifullah SYED, Asim ZAFAR

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Linear-Time Polynomial Holographic Interactive Oracle Proofs with Logarithmic-Time Verification for Rank-1 Constraint System from Lookup Protocol by Shuangjun Zhang

“…Our construction achieves linear-time proving, logarithmic-time verification, and constant query complexity. …”
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Parametric analysis of electron beam–wave interaction in linear beam devices: A tutorial on gap coupling factor and scaling to high frequency by Md Wahidur Rahman, Peng Zhang

“…In this work, we first provide a tutorial review on the gap coupling factor, the key parameter to characterize beam cavity–gap interaction in linear beam devices, by using Carter’s simple model and the disk model. …”
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FAO-56 Penman-Monteith Daily ETo from Linear Regression Calibrated Hargreaves Equation with Wind Terms in Tropics with Limited Data by Eric Kra

“…Hargreaves equation (HG), which lacks a wind speed (u2) term, was modified, through a linear regression calibration method, into LHGu which has u2 terms. …”
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Innovative Double Dumbbell-Shaped Flux-Switching Linear Tube Generator for Ocean Wave Energy Conversion: Design, Simulation, and Experimental Validation by Pooja Khatri, Zhenwei Liu, James Rudolph, Elie Al Shami, Xu Wang

“…This study introduces a novel double dumbbell-shaped flux-switching linear tube generator (DDFSLG) for ocean wave energy conversion. …”
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Non‐linear electrical conductivity of compositionally gradient structured zinc oxide/ethylene propylene diene monomer composites for cable accessory application by Tiandong Zhang, Huiduo Xu, Gang Liu, Chao Yin, Changhai Zhang, Yue Zhang, Yongquan Zhang, Qingguo Chi

“…The constructed FGMs with significantly improved non‐linear conductivity can avoid the electric field distortion in cable accessories. …”
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Optimization of a Novel FOPIDN-(1+PIDN) Controller for Renewable Integrated Multi-Area Load Frequency Control System With Non-Linearities by Shreekanta Kumar Ojha, Maddela Chinna Obaiah

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Probabilistic Optimal Planning of Passive Harmonic Filters in Distributed Networks Considering Possible Network Configurations with High Penetration of Non-linear Loads by Sajjad Fattahi Moghaddam, Saeid Esmaeili, Sina Shakeri, Mehran Mohammadnejad

“…Nowadays, non-linear loads are being used in distribution systems increasingly. …”
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Convex Optimization of Markov Decision Processes Based on Z Transform: A Theoretical Framework for Two-Space Decomposition and Linear Programming Reconstruction by Shiqing Qiu, Haoyu Wang, Yuxin Zhang, Zong Ke, Zichao Li

“…We develop a Z-transformation-based dual-space decomposition method to reconstruct MDPs into a solvable linear programming form, resolving the inherent instability of traditional models caused by uncertain initial conditions and non-stationary state transitions. …”
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A Combined Investment and Operational Optimization Approach for Power-to-Methanol Plants by Nouman Akram, Thomas Kienberger

“…The model incorporates the operational flexibility of proton exchange membrane (PEM) electrolyzers in response to fluctuating electricity prices through a piecewise linear representation of its load–efficiency characteristic curve. …”
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An algorithm for choosing the optimal pair of navigational aids in aircraft positioning by I. V. Ostroumov

“…This paper considers proposed algorithm for choice of the optimal pair of distance, angular or angular-distance navigational aids, that is based on a typical record of an optimization problem with its solution by one of the integer linear programming methods. An efficiency of the proposed algorithm is verified by simulation using trajectory information.…”
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Application of Elongation Method-Based Alternating Property Optimization: (Hyper)polarizability of Substituted Polyfuran by Shichen Lin, Yuuichi Orimoto, Yuriko Aoki

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A secured and fault-tolerant algorithm for electing an efficient coordinator in distributed networks by Shital S. Supase, Jayshree R. Pansare

“…RSCEA demonstrates scalability with a storage expense linear in number of nodes, thus markedly enhancing communication efficiency. …”
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