Readout Architectures for High Efficiency in Time-Correlated Single Photon Counting Experiments—Analysis and Review by Alessandro Cominelli, Giulia Acconcia, Pietro Peronio, Ivan Rech, Massimo Ghioni

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Efficient Prediction of Human Motion for Real-Time Robotics Applications With Physics-Inspired Neural Networks by Alessandro Antonucci, Gastone Pietro Rosati Papini, Paolo Bevilacqua, Luigi Palopoli, Daniele Fontanelli

“…Importantly, the prediction accuracy remains acceptable even when the network is applied in scenarios radically different from those for which it was trained. Finally, the choices of the network are “explainable”, as they can be interpreted in physical terms. …”
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Evaluating the Efficiency of Energy Consumption in Dairy Cattle Breeding Unit Using Statistical and ANFIS Methods by Ostvar Saeed, Shahgholi Gholamhossein, Chekan Ahmad Moradi, Moinfar Abdolmajid, Szymanek Mariusz

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Efficient Approach for the Localization of Copy-Move Forgeries Using PointRend with RegNetX by Mahmoud H. Farhan, Khalid Shaker, Sufyan Al-Janabi

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Efficient neural network training method for unsteady flow field prediction based on data pool by Qiuchi Min, Tianyu Li, Guanxiong Li, Shuyuan Liu, Laiping Zhang, Xiaogang Deng

“…A detailed comparative study was conducted on different training methods within the architecture of convolutional neural networks. …”
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Computational Design of an Energy-Efficient Small Axial-Flow Fan Using Staggered Blades with Winglets by Mustafa Tutar, Janset Betul Cam

“…A stepwise solution, in which a proper stagger angle adjustment of a specifically generated blade profile is followed by appending a winglet at the tip of the blade with consideration of different geometrical parameters, is proposed to improve the performance characteristics of the fan. …”
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Data-driven modeling of the Yld2000 yield criterion and its efficient application in numerical simulation by Xiaomin Zhang, Jianzhong Mao, Zhi Cheng

“…Compared with traditional analytical computations, the RF-based model achieves approximately a 50 % improvement in computational efficiency while maintaining comparable accuracy, with a maximum error of <0.5 % across different materials and tolerance conditions. …”
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Efficient Hybrid Deep Learning Model for Battery State of Health Estimation Using Transfer Learning by Jinling Ren, Misheng Cai, Dapai Shi

“…The proposed method not only achieves high-precision SOH estimation among the same type of batteries but also demonstrates strong generalization ability under different battery chemistries and scenarios.…”
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Heat-Loss Based Method for Real-Time Monitoring Method for Hydroelectric Power Plant Efficiency by Lorenzo Battisti, Lorenzo Tieghi, Soheil Fattahi

“…This method is applicable for plants of any size, does not require a production shutdown, and, since it is applied to the electrical generator, can be used with different turbine types, including Kaplan, Francis, and Pelton. …”
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Dynamic Inductor Switching and Frequency Control to Enhance Efficiency in Buck Converters for CubeSat EPS by Francesco Rocco Nardelli, Giuseppe Coviello, Giuseppe Brunetti, Caterina Ciminelli

“…This paper introduces a versatile POL converter architecture based on switched inductors and switching frequency adjustment, aiming to optimize efficiency under different operating conditions. The effectiveness of the proposed method is demonstrated through a measurement campaign, and the preliminary results show that, with the proposed method, the converter can adapt its efficiency under both heavy and light load conditions. …”
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A Meta-Frontier Approach to Evaluating the Environmental Efficiency of Coastal Ports: Implications for Port Sustainability by Gaofeng Gu, Jiewei Zhang, Xiaofeng Pan

“…Although the SBM-Undesirable model has been extensively applied to assess port environmental efficiency (PEE), most applications assume strong disposability and disregard heterogeneity in technological capacities across different port scales, potentially biasing the assessments. …”
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Energy and Spectrum Efficient Transmission Techniques Under QoS Constraints Toward Green Heterogeneous Networks by Haris Pervaiz, Leila Musavian, Qiang Ni, Zhiguo Ding

“…The proposed MOP is modeled such that the network providers can dynamically tune the tradeoff parameters to switch between different communication scenarios with diverse design requirements. …”
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FFAE-UNet: An Efficient Pear Leaf Disease Segmentation Network Based on U-Shaped Architecture by Wenyu Wang, Jie Ding, Xin Shu, Wenwen Xu, Yunzhi Wu

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Optimization of ignition delay and combustion efficiency in diesel-biodiesel-ethanol blends for compression ignition engine by Manikandan Ezhumalai, Mohan Govindasamy

“…Using a four-cylinder engine, various fuel blends with ethanol contents ranging from 5 % to 20 % and biodiesel derived from soybean oil were tested across different operating conditions. Parameters such as thermal efficiency, specific fuel consumption, ignition delay, and emissions (CO, NOx, and particulate matter) were analyzed. …”
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The Efficiency of Neural Machine Translation Models in ArabicTurkish Translation Types: Example of ChatGPT by Sezer Yılmaz

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Efficient Production of Fuel Ethanol via the Simultaneous Use of Distillery Stillage Biomass and Beet Molasses by Katarzyna Osmolak, Dawid Mikulski, Grzegorz Kłosowski

“…The integrated production of ethanol fuel through the simultaneous use of various by-products and waste materials is an intriguing concept, as it maximizes the raw material potential while addressing the challenge of managing waste biomass from different technological processes. The efficient utilization of lignocellulosic waste depends on employing a pretreatment method that enhances the susceptibility of structural polysaccharides to hydrolysis. …”
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Property Analysis of β-Tetragonal Bismite Thin Films: Varied Concentrations and Enhanced Photocatalytic Efficiency by Hella Houda, Guettaf Temam Elhachmi, Hachemi Ben Temam, Saâd RAHMANE, Mohammed Althamthami

“…Our research focuses on how different precursor concentrations, ranging from 0.1 M to 0.4 M, affect the photocatalytic performance of these films. …”
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Energy Efficiency of Heat Pumps Heating Systems at Subsoil Waters for South-East Regions of Europe by Denysova A.E., Klymchuk O.A., Ivanova L.V., Zhaivoron O.S.

“…To achieve the aim a comparative analysis of efficiency of different schemes of heat pump heating systems was performed for the consumers of the South-East of Europe. …”
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Investigating Factors Impacting Power Generation Efficiency in Photovoltaic Double-Skin Facade Curtain Walls by Xiaoxuan Zhou, Xue Zhou, Xiangyuan Zhu, Jiying Liu, Shiyu Zhou

“…By developing a theoretical model of the ventilated photovoltaic curtain wall system and conducting numerical simulations, this study analyzes the variation patterns of the power generation efficiency of photovoltaic glass for different inclination angles, seasons, thermal ventilation spacing, and glass transmittance in the photovoltaic double-skin curtain wall system. …”
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Evaluation of variability in cell-free DNA extraction efficiency from plasma and urine and spike-in normalization by Fanny Sandberg, Nicholas Kueng, Carlo Rodolfo Largiadèr, Ursula Amstutz

“…However, cfDNA extraction is not standardised, leading to a variety of different methods being used with varying efficiencies and size-specificities. …”
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