Micromachining Error Tolerance Analysis in EEG Sensing Nanostructure Arrays: Control of Fano Resonance for Enhanced Performance by Huicheng He, Zhanzhe Huang, Huazhen Shi, Ziying Wang, Hongxia Zhang, Dagong Jia

“…Notably, this study aligns with the fundamental objective of precision allocation in conventional silicon nanocomponents: achieving target performance metrics with cost efficiency.…”
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Photoacoustic Flow Cytometry for Single Sickle Cell Detection In Vitro and In Vivo by Chengzhong Cai, Dmitry A. Nedosekin, Yulian A. Menyaev, Mustafa Sarimollaoglu, Mikhail A. Proskurnin, Vladimir P. Zharov

“…Control of sickle cell disease (SCD) stage and treatment efficiency are still time-consuming which makes well-timed prevention of SCD crisis difficult. …”
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Global Fixed-Time Fault-Tolerant Control for Tracked Vehicles with Hierarchical Unknown Input Observers by Xihao Yan, Dongjie Wang, Aixiang Ma, Weixiong Zheng, Sihai Zhao

“…First, a kinematic and dynamic model of the TMV is established considering side slip and track slip, and its linear parameter-varying (LPV) model is constructed through parameter-dependent linearization. …”
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Muscle Activity and Biomechanics of Sprinting: A Meta-Analysis Review by Przemysław Pietraszewski, Adam Maszczyk, Adam Zając, Artur Gołaś

“…Fatigue causes earlier muscle activation, reduced hip and knee flexion, and longer ground contact times, which may impair efficiency and raise injury risk. A strong linear relationship (R² = 0.881, <i>p</i> < 0.001) was found between sprint speed and muscle activation, with activation increasing by ~6.3% MVC per 1 m/s. …”
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Data Mining of 24-Hour Cumulative Precipitation Data in Iran Using Machine Learning: Multilayer Perceptron Neural Network and Decision Tree by mozaffar faraji, Majid Rezaii Banafsheh Daragh, Behroz sarisarraf, Ali Mohammad Khorshid Dust

“…Results: The MLP model demonstrated efficiency in estimating monthly precipitation by minimizing MSE to 0.04. …”
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Performance analysis of 1210kW grid-connected solar photovoltaic systems at Bukhara State University by Bekhzod Khikmatov, Mirfayz Mirzaev, Kamoliddin Samiev, Obidjon Khamidov

“…There are a number of standards for evaluating the efficiency of solar PV systems. In this work, the performance of a 1210 kWp solar PV system located on the roof of Bukhara State University (BukhSU) was studied based on the IEC 61,724 standard. …”
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Interference Mitigation and Collision Avoidance of Dynamic UAVBSs Network via Mobility Control: A Game Theoretic Approach by Omar Ali Thabet, Didem Kivanc Tureli, Ufuk Tureli

“…Mobility control of Unmanned Aerial Vehicle Base Stations (UAVBSs) can avoid collision and improve the power efficiency and coverage of the wireless network. In this work, UAVBS mobility control is formulated as an exact potential game. …”
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Dynamic model of a harvester equipped with a rope anchor system during logging operations on a steep slope by Lagerev A.V., Lagerev I.A., Makulina A.V.

“…The efficiency of using logging machines for work in mountainous or hilly areas characterized by the presence of steep slopes depends on many factors, among which the quantitative parameters of the dynamic state of both the harvester itself and the anchor system play a priority role to ensure the safe operation of these technological machines. …”
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Rock Indentation Behavior: Effects of Penetration Rates and Indenter Types by Shangxin Feng, Yuxing Zhang, Yufei Zhao, Mengchen Yun

“…In addition, rock brittleness is another key factor to control rock failure efficiency, with tensile strength serving as a significant component.…”
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A Five-Axis Toolpath Corner-Smoothing Method Based on the Space of Master–Slave Movement by Song Gao, Haiming Zhang, Jianzhong Yang, Jiejun Xie, Wanqiang Zhu

“…The smoothing of linear toolpaths plays is critical in improving machining quality and efficiency in five-axis CNC machining. …”
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A Versatile Switched-Mode Large-Signal GaN-Based Low-Distortion Arbitrary Waveform Generator by Ignacio Alvarez-Gariburo, Hector Sarnago, Jose M. Burdio, Oscar Lucia

“…In contrast to the previous ones, whose implementation was based on linear amplifiers, it enables arbitrary waveform generation, higher efficiency, and very low output impedance. …”
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Optimising the thermal characteristics of Williamson fluid flow through a microchannel influenced by the Hall effect using response surface methodology by Pradeep Kumar, M.N. Guruprasad, Felicita Almeida, Taseer Muhammad

“…Response surface methodology plays a crucial role in optimising system performance by analysing the effects of key variables, such as channel dimensions and fluid flow conditions, to enhance heat transfer efficiency while minimizing pressure drops. This study focuses on the parametric optimization of Williamson fluid flow through a vertical, porous microchannel using response surface methodology, sensitivity analysis, and numerical simulations. …”
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Specifics of predicting the profitability of individual bank products based on machine learning by Inna Strelchenko, Dmytro Stognii, Anatolii Strelchenko

“…It explores the use of machine learning to build adaptive predictive models that can identify hidden patterns in financial data and provide more accurate estimates of the future profitability of banking products. The efficiency of key algorithms, including linear and logistic regression, decision trees, ensemble methods and neural networks, is analyzed. …”
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An Intelligent Contract-Driven Bidding Approach for Electric Vehicle Aggregators to Facilitate Blockchain-Powered Energy Trading by Imran Hussain, Hafiz Ashiq Hussain, Nasim Ullah, Stanislav Misak

“…Furthermore, the transactional efficiency depicting the execution time, latency, and throughput performance for viability and scalability evaluations in practical applications is presented to illustrate the effectiveness of the proposed framework.…”
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Optimal Capacity Configuration of Residential Solar-Hydrogen Coupling Energy System with Hydrogen Vehicle Load by Zhenlan DOU, Chunyan ZHANG, Huirong ZHAO, Yuqi YAO, Daogang PENG

“…The mathematical model based on mixed integer linear programming theory is then proposed for system capacity configuration optimization. …”
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Leveraging Success: The Hidden Peak in Debt and Firm Performance by Suzan Dsouza, Krishnamoorthy Kathavarayan, Franklin Mathias, Dharmesh Bhatia, Abdallah AlKhawaja

“…This study investigates the relationship between capital structure and financial performance in South African firms, focusing on the potential non-linear, inverse U-shaped effect of leverage on profitability. …”
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Complex system policy modelling approaches for policy advice – comparing systems thinking, system dynamics and agent-based modelling by Christoph Schünemann, Simon Johanning, Elena Reger, Hendrik Herold, Thomas Bruckner

“…Policy assessment is often limited to the evaluation of the physical effectiveness or economic efficiency. To analyse how policies intervene in the complex reality, qualitative and quantitative complex system modelling approaches from the field of Systems Thinking (STM), System Dynamics (SDM) or Agent-based modelling (ABM) can provide valuable insights. …”
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Emulation With Uncertainty Quantification of Regional Sea‐Level Change Caused by the Antarctic Ice Sheet by Myungsoo Yoo, Giri Gopalan, Matthew Hoffman, Sophie Coulson, Holly Kyeore Han, Christopher K. Wikle, Trevor Hillebrand

“…We also demonstrate substantial gains in computational efficiency using both the physics‐based emulator and neural networks in comparison to the numerical model for the complete regional sea‐level solution. …”
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Environmental costs in healthcare system: the case studies of Greece health care by Anastasios Sepetis, Fotios Rizos, Ioannis Parlavantzas, Paraskevi N. Zaza, Ioannis E. Nikolaou

“…The data analysis methodology was based on linear ordinary regression (OLS) models to calculate environmental costs related to energy consumption, waste management and water consumption. …”
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Relations between 24-h movement behaviors, declarative memory, and hippocampal volume in early childhood by Christine W. St. Laurent, Sanna Lokhandwala, Tamara Allard, Angela Ji, Amanda Paluch, Tracy Riggins, Rebecca M. C. Spencer

“…Multilevel models explored movement behaviors independently as absolute values, and with both absolute total activity, 24-h sleep duration, and night sleep efficiency. Movement behaviors were also explored as compositions in linear regression models. …”
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