Computation of Graph Fourier Transform Centrality Using Graph Filter by Chien-Cheng Tseng, Su-Ling Lee

“…To reduce the computational complexity of GFTC, a linear algebra method based on Frobenius norm of error matrix is applied to convert the spectral-domain GFTC computation task to vertex-domain one such that GFTC can be computed by using polynomial graph filtering method. …”
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Comparative Analysis of Machine Learning Models for CO Emission Prediction in Engine Performance by Beytullah Eren, İdris Cesur

“…This study presents a comparative analysis of machine learning models for predicting carbon monoxide (CO) emissions in automotive engines. Four models—Linear Regression, Decision Tree, Random Forest, and Support Vector Regression—were evaluated using a dataset of engine performance parameters and emission measurements. …”
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water resources Optimal design of sewage networks for Al-Jaffryah Quarter and Al-Kut Trade Center using genetic algorithms and spectral analysis of the river to know the effect of... by marwa kareem, Mohammed S. Shamkhi

“…The complexity and the huge number of discrete and non-linear constraints in problems of sewage system design make their treatment important. …”
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Detailed Forecast for the Development of Electric Trucks and Tractor Units and Their Power Demand in Hamburg by 2050 by Edvard Avdevičius, Amra Jahic, Detlef Schulz

“…Distinct approaches are evaluated to explore potential heavy-duty vehicle distribution in the city, employing Mixed-Integer Linear Programming to quantify and minimize distribution uncertainties. …”
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An Atmospheric Signal Lowering the Spring Predictability Barrier in Statistical ENSO Forecasts by Dmitry Mukhin, Andrey Gavrilov, Aleksei Seleznev, Maria Buyanova

“…We then construct a statistically optimal linear model of the Nino 3.4 index taking this atmospheric index as a forcing. …”
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Fuzzy Neural Technique Based Dynamic Voltage Restorer for Power Quality Enhancement Under Different Voltage Variations by Abdul-Jabbar Fathel Ali, Wael Hussein Zayer, Samhar Saeed Shukir

“… Abstract— Recently a large interest has been focused on power quality field due to: disturbances caused by non-linear loads, Increase in the number of electronic devices and renewable energy sources. …”
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Using machine learning techniques for DSP software performance prediction at source code level by Weihua Liu, Erh-Wen Hu, Bogong Su, Jian Wang

“…Efficient performance prediction at the source code level is essential in reducing the turnaround time of software development. …”
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Effect of Closed Cycle Economy for Sustainable Development of Russian Regions: Reserves and Prospects of Import Substitution by E. U. Ganshina, I. L. Smirnova, S. P. Ivanova

“…The article studies the concept of circular economy as an alternative of traditional linear model oriented to efficient use of natural resources, cutting wastes and development of closed material cycles. …”
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Professionalism of Project Management Team and Implementation of National Government Constituency Development Funded Projects in Kenya by Amayo Meshack Otieno, Jackline Akoth Odero, Ben Oseno

“…The conclusion may be of significance for the nation's development, particularly in terms providing the necessary workforce for the efficient governance and achievement of NG-CDF project objectives. …”
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Solvable entanglement dynamics in quantum circuits with generalized space-time duality by Chuan Liu, Wen Wei Ho

“…We identify a broad class of initial product states wherein the effect of the environment on a small subsystem can be exactly represented by influence matrices with simple Markovian structures, resulting in the subsystem's full dynamics being efficiently computable. We further find additional conditions under which the dynamics of entanglement can be solved for all times, yielding rich phenomenology ranging from linear growth at half the maximal speed allowed by locality, followed by saturation to maximum entropy (i.e., thermalization to infinite temperature), to entanglement growth with saturation to extensive but submaximal entropy. …”
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Low-power scalable multilayer optoelectronic neural networks enabled with incoherent light by Alexander Song, Sai Nikhilesh Murty Kottapalli, Rahul Goyal, Bernhard Schölkopf, Peer Fischer

“…Abstract Optical approaches have made great strides towards the goal of high-speed, energy-efficient computing necessary for modern deep learning and AI applications. …”
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Exploiting the Internal Resonance for the Vibration Suppression of Beams via Piezoelectric Shunt Circuits by Khaled Al-Souqi, Samir Emam, Khaled Kadri

“…The results show that the proposed design effectively suppresses the linear and nonlinear vibrations of the beam. The proposed absorber is space-efficient and does not add mass to the primary system, and hence, it has the potential in systems where the weight matters, such as aerospace applications.…”
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Optimal operation of multiple integrated energy systems based on a hybrid Taguchi‐compact salp swarm algorithm by Yang Fu, Jie Shan, Zhenkun Li, Bolin Xie

“…This paper proposes an optimal operation model of MIESs with four cost objectives, which focuses on energy interaction among MIESs. As a non‐linear and large optimization problem, it is difficult for conventional mathematical methods to solve. …”
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Predicting and comparing transcription start sites in single cell populations. by Shiwei Fu, Wei Vivian Li

“…It employs a Binomial generalized linear mixed model to accurately and efficiently detect differential TSS usage. …”
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Identification of key nodes and vulnerability analysis in airport networks with attention mechanism by Guangjian Ren, Zongqian Zhang, Yanhua Li

“…Abstract As the core hub of air transport, the efficient operation of airports depends on the accurate identification and timely management of key nodes. …”
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A 3D mixed frame element with multi-axial coupling for thin-walled structures with damage by D. Addessi, P. Di Re

“…The constitutive relationship at the midpoint of each fiber is based on an isotropic damage model for brittle-like materials, distinguishing between the damage variables in tension and in compression to properly describe the unilateral effect. An efficient algorithm is formulated for the element state determination, based on a consistent linearization of the governing equations. …”
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A 50-spin surface acoustic wave Ising machine by Artem Litvinenko, Roman Khymyn, Roman Ovcharov, Johan Åkerman

“…In contrast, surface acoustic waves offer an intrinsically linear dispersion and high thermal stability. Here, we demonstrate an all-to-all, fully programmable, 50-spin Ising machine using a surface acoustic wave delay line and off-the-shelf microwave components. …”
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Multitargets Orientation Technique Based on Reflection Characteristic Analysis Using an Inverse Diffraction Parabolic Equation by Qi Guo, Daozong Sun, Zhen Li, Shilei Lyu, Xiuyun Xue

“…It is proved that the IDPE is a novel and efficient algorithm for multiple nonradiation targets orientation technology in long-range complicated terrain environment.…”
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Osmotic Injury to Porcine Oocytes during Cryoprotective Agents Addition and Removal Processes by Yang Yun, Zhou Xinli, Dai Jianjun, Zhang Defu, Yi Xingyue, Teng Yun, Tao Leren

“…CPAs were loaded and unloaded with the microfluidic linear method and the conventional step-wise method, respectively. …”
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Application of Mordell–Weil lattices with large kissing numbers to acceleration of multiscalar multiplication on elliptic curves by Koshelev Dmitrii

“…In a nutshell, the new approach consists in obtaining more efficiently a considerable number (up to 240) of certain elementary linear combinations of the “independent” points. …”
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