Machine learning (ML) based reduced order modelling (ROM) for linear and non-linear solid and structural mechanics by Mikhael Tannous, Chady Ghnatios, Eivind Fonn, Trond Kvamsdal, Francisco Chinesta

“…Abstract Multiple model reduction techniques have been proposed to tackle linear and non-linear problems. Intrusive model order reduction techniques exhibit high accuracy levels; however, they are rarely used as a standalone industrial tool because of the high level of expertise required in the construction and usage of these techniques. …”
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A New and Efficient Interior Point Method Based on a Weight Vector for Solving LCCO Problems by Nawel Boudjellal, Djamel Benterki

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Efficient and rapid identification of tropical maize inbred lines tolerant to waterlogging stress by Sittal Thapa, Tosh Garg, Rumesh Ranjan, Gagandeep Singh, Yogesh Vikal

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High-Efficiency and Wide-Dynamic-Range Rectifier Based on Power Reflection for Wireless Power Transfer in Sensor Networks by Zhen Yue, Xin Xu, Si Hui Wu, Xian Qi Lin

“…This paper proposes an efficient and wide dynamic range rectifier based on power reflection structure. …”
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Code multiplexing using linear block codes by Rabin Alexey, Rabin Sergei, Zyulkov Arseniy

“…This paper explores the application of code multiplexing using linear block codes in communication systems. Through a comprehensive analysis of contemporary literature on switching methods and signal modeling, the study investigates the principles of code channel division switching. …”
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Quantum Universally Composable Oblivious Linear Evaluation by Manuel B. Santos, Paulo Mateus, Chrysoula Vlachou

“…We also generalize our protocol to achieve vector oblivious linear evaluation, where several instances of oblivious linear evaluation are generated, thus making the protocol more efficient. …”
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Improved Quantum Linear Attacks and Application to CAST by Kaveh Bashiri, Xavier Bonnetain, Akinori Hosoyamada, Nathalie Lang, André Schrottenloher

“… This paper studies quantum linear key-recovery attacks on block ciphers. The first such attacks were last-rounds attacks proposed by Kaplan et al. …”
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Terahertz control of linear and nonlinear Magno-phononics by Tianchuang Luo, Honglie Ning, Batyr Ilyas, Alexander von Hoegen, Emil Viñas Boström, Jaena Park, Junghyun Kim, Je-Geun Park, Dominik M. Juraschek, Angel Rubio, Nuh Gedik

“…Such nonthermal control typically involves nonlinear excitation of Raman-active phonons which are coupled to the magnetic order. Linear excitation, in contrast, holds potential for more efficient and selective modulation of magnetic properties. …”
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Modelos lineares e não lineares inteiros para problemas da mochila bidimensional restrita a 2 estágios Linear and nonlinear integer models for constrained two-stage two-dimensional... by Horacio Hideki Yanasse, Reinaldo Morabito

“…Neste trabalho revemos alguns modelos lineares e não lineares inteiros para gerar padrões de corte bidimensionais guilhotinados de 2 estágios, incluindo os casos exato e não exato e restrito e irrestrito. …”
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An LJDRNN-based efficient energy intensity prediction in carbon fiber composite material manufacturing process by Rangaswamy Nikhil, Karthikeyan A G, Prabhu Loganathan, Tabrej Khan, Tamer A Sebaey

“…Then, by employing the Linear Interpolated Honey Badger Optimization (LIHBO), the optimal components are selected. …”
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Energy efficient optimal sink position selection algorithm for multi-sink wireless sensor networks by TANG Wei, GUO Wei

“…In combination with the energy efficient routing algorithm,the optimal sink position selection problem was studied,which aimed to minimize the overall network energy consumption.When the candidate set of sink positions is finite,the problem is shown to be an integer linear programming problem,when the candidate set is the whole space,the problem is shown to be a nonlinear programming problem.Due to the NP-completeness of the problems,several heuristic algorithms were designed accordingly.The proposed algorithms were examined by extensive simulation experiments,the results show that the performances of presented algorithms are close to the optimality.…”
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Linearization method for MINLP energy optimization problems by Anastasiia Zhadan, Alexey Martemyanov, Alexander Allahverdyan, Ovanes Petrosian, Hongwei Gao

“…Abstract Optimal scheduling of battery energy storage system plays crucial part in distributed energy system to provide stability and reduce user costs. Non-linear equipment characteristics (e.g., battery energy storage systems (BESS), electric power conversion have non-linear efficiency curves) can lead to errors in stored energy between the schedule and actual operation. …”
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Analytical Ballistic Trajectories with Approximately Linear Drag by Giliam J. P. de Carpentier

“…This paper introduces a practical analytical approximation of projectile trajectories in 2D and 3D roughly based on a linear drag model and explores a variety of different planning algorithms for these trajectories. …”
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Linear-nonlinear cascades capture synaptic dynamics. by Julian Rossbroich, Daniel Trotter, John Beninger, Katalin Tóth, Richard Naud

“…Combined with a standard maximum likelihood approach, synaptic dynamics can be accurately and efficiently characterized using naturalistic stimulation patterns. …”
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Locally Linear Discriminate Embedding for Face Recognition by Eimad E. Abusham, E. K. Wong

“…To validate the proposed method, CMU-PIE database has been used and experiments conducted in this research revealed the efficiency of the proposed methods in face recognition, as compared to the linear and non-linear approaches.…”
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Experimental Investigation on Instability of Linear Compressor in Refrigerator by Zou Huiming, Li Can, Tang Mingsheng, Tian Changqing

“…Therefore, the design optimization for a linear compressor structure, and a control strategy based on the change characteristics of the working conditions, is necessary to ensure operational reliability and high efficiency.…”
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Computational Fluid Dynamics–Discrete Element Method Numerical Simulation of Hydrothermal Liquefaction of Sewage Sludge in a Tube Reactor as a Linear Fresnel Solar Collector by Artur Wodołażski

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Ambient Noise Imaging of Western Europe From Combining Linear SOLA Backus–Gilbert Inference and Non‐Linear Probabilistic Approaches by Ahmed Nouibat, Christophe Zaroli, Sophie Lambotte

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Non-Linear Control and Numerical Analysis Applied in a Non-Linear Model of Cutting Process Subject to Non-Ideal Excitations by Angelo M. Tusset, Jonierson A. Cruz, Jose M. Balthazar, Maria E. K. Fuziki, Giane G. Lenzi

“…This work presents a non-linear mathematical model of a machining system subjected to a non-ideal vibration source. …”
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Effect of coarsely quantization on next generation systems with low-density parity check codes by Ehsan Mostafapour, Changiz Ghobadi, Javad Nourinia

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