Multi-method evaluation of volatile flavor compounds in five kiwifruit varieties by ZENG Shuo, GUO Xinyu, NIU Dongsheng, LI Feng

“…In contrast, the W5C, W3C, and W2S sensors of Hongyang and Xuxiang kiwifruits showed strong responses, while the W1W sensor had relatively low response intensity across all varieties. …”
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A sequential-generation-based intelligent method for layout of pipeline supports by Jingjing Wu, Qichang He

“…Subsequently, a knowledge-driven variable-step-size sampling method introduces to optimize efficiency without compromising effectiveness. …”
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A modification design method for the angular misalignment of the spline drum shaping by YUAN Xichuan, LIU Qi, TANG Jinyuan, LI Yuan, SU Hui

“…Finite element simulation and test verification were subsequently conducted to validate the accuracy and effectiveness of this method.ResultsThe analytical results demonstrate that regarding computational efficiency, the proposed method reduces finite element simulations from 6-10 iterations required by traditional trial-and-error approaches to a single simulation for determining optimal modification, achieving over 80% efficiency improvement; in performance enhancement, the optimized modification demonstrates 30.22% reduction in contact stress and 50% decrease in maximum tooth wear volume under misalignment conditions, effectively eliminating edge contact while significantly extending service life.…”
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Road-Adaptive Precise Path Tracking Based on Reinforcement Learning Method by Bingheng Han, Jinhong Sun

“…This paper proposes a speed-adaptive autonomous driving path-tracking framework based on the soft actor–critic (SAC) and pure pursuit (PP) methods, named the SACPP controller. The framework first analyzes the obstacles around the vehicle and plans an obstacle-free reference path with the minimum curvature using the hybrid A* algorithm. …”
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A Chebyshev–Halley Method with Gradient Regularization and an Improved Convergence Rate by Jianyu Xiao, Haibin Zhang, Huan Gao

“…High-order methods are particularly crucial for achieving highly accurate solutions or satisfying high-order optimality conditions. …”
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Developing a novel heuristic method to solve the unbalanced allocation problem by Faten Al-Obaidi, Alla Eldin Kassam, Sawsan Al-Zubaidi

“…It prioritizes resource allocation to minimize time and cost while ensuring the feasible execution of activities. …”
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Multimorbidity concept as integrative research method of mental and somatic disorders mechanisms by G. V. Rukavishnikov, E. D. Kasyanov, D. V. Pinakhina, A. O. Kibitov, N. G. Neznanov, G. E. Mazo

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Analytical modeling method for electromagnetic linear actuators considering end effects by Yuxin LI, Bo LI, Wenqing GE, Jiayu LU, Jiewei CHEN

“…On this basis, the analytical expression of electromagnetic thrust was derived by Lorentz force method. The results show that compared with finite element simulation, the maximum error of the analyzed thrust value is 9.04% when ignoring the end cap, while the maximum error of the analyzed thrust value is 3.97% when considering the end effect, which verifies the effectiveness of the proposed method; the average relative error of the experiment is 3.77%, which verifies the correctness of the proposed method. …”
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The influence of acidic comonomer on the properties of polyacrylonitrile fibers produced by the dimethylformamide method by Natallia V. Pchalova, Leonid A. Shcherbina, Iryna A. Budkute, Iryna S. Kozlovskaya

“…It is noted that the mass fraction of AM in the primary structure of poly[AN–co–MA–co–AMPS], synthesized in a hydrotropic solvent, is higher than its content in the initial reaction mixture, while the opposite trend is observed during the synthesis of poly[AN–co–MA–co–ItA]. …”
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Damage Detection Method for Road Ancillary Facilities Integrating Attention Mechanism by Shuang Yang, Huiqin Wang, Ke Wang, Nan Guo

“…However, existing detection methods often suffer from low accuracy, high computational complexity, and large model sizes when dealing with complex backgrounds, small targets, and long-distance conditions. …”
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Multi-Vehicle Object Recognition Method Based on YOLOv7-W by Xin Liu, Jingbin Zhao, Zhi Zhang, Rongxing Wu, Xun Li

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A Novel Theoretical Method for Upscaling Permeability in Hydrate‐Bearing Sediments by Xiwei Gao, Gang Lei, Yingjie Zhao, Qinzhuo Liao, Fulong Ning

“…This method considers two hydrate habits (pore‐filling and grain‐coating hydrates), heterogeneity and anisotropy of HBS, and multi‐scale pore structures. …”
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Increasing the reliability and speed of data transmission in the rayleigh channel through the use of combining intermittent data transmission with diversity reception with optimal... by I. M. Andrianov, I. G. Kiselev, M. N. Andrianov

“…The paper discusses a method for increasing the reliability of data transmission under conditions of Rayleigh signal fading using the modes of combining intermittent radiation and coherent diversity reception of phase-keyed signals with optimal addition. …”
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Dynamic demand response strategies for load management using machine learning across consumer segments by Ravi Kumar Goli, Nazeer Shaik, Manju Sree Yalamanchili

“…<p>Grid optimization and stability are essential for sustainable power management while energy demand keeps increasing. …”
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Defatting strategies for chia protein production: effects on physicochemical properties by Simon Dirr, Ozlem Ozmutlu Karslioglu, Elif Gokcen Ates, Mecit H. Oztop

“…Supercritical CO₂ yielded the highest protein recovery (44.6 %) and emulsion capacity (203.17 %), while O_PD and C_ND showed superior solubility at neutral pH. …”
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An advanced 10K SNP panel for genotyping tomato (Solanum lycopersicum L.) via targeted genome sequencing by Yawo Mawunyo Nevame Adedze, Yanfen Xu, Song Liu, Yaran Zhao, Changjuan Mo, Renxu Zhang, Jiahui Dong, Haofa Lan, Jingjing Huang, Xingming Chen, Xuefei Gao, Qingzhen Yin, Jianan Zhang

“…A series of criteria were performed for site selection and for assessing the sequencing data effectiveness.Results and discussionThe panel designated as the GenoBaits Tomato 10K panel ultimately comprised 11,174 background sites, with 74.83% sourced from database 1 upon optimization. The uniformity_50 and capture efficiency of this panel were 98.03% and 74.84%, respectively, while the SNP detection rate was 99.34%. …”
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Process parameter optimization for minimizing overcut in abrasive waterjet deep hole drilling of SS 316L by J. Bharani Chandar, N. Lenin, Alagar Karthick, Pradeep Kumar Singh, M. Siva Kumar, Md Irfanul Haque Siddiqui, Intesaaf Ashraf, Saurav Dixit, Nikolai Ivanovich Vatin, Choon Kit Chan

“…Thereafter, the effectiveness of the suggested algorithm has been validated using quality measures, namely hyper-volume and spacing by comparing it to the approaches of whale optimization, harmony search, and multiverse optimization algorithms. …”
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Advanced Deep Learning Methods to Generate and Discriminate Fake Images of Egyptian Monuments by Daniyah Alaswad, Mohamed A. Zohdy

“…Thus, the developed technology may be instrumental in generating educational and archaeological visualization assets while adding virtual tourism capabilities.…”
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Optimal Reactive Power Generation for Radial Distribution Systems Using a Highly Effective Proposed Algorithm by Le Chi Kien, Thuan Thanh Nguyen, Bach Hoang Dinh, Thang Trung Nguyen

“…It is emphasized that the proposed method can find the global optimal solutions for all study cases while SFS was still implementing search process nearby or far away from the solutions. …”
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Optimized Scheduling Under Master-Slave Game Considering Charging Power Segmental Regulation of Electric Vehicles by TENG Changlong, HU Qinran, JI Zhenya, QIAN Tao, LIANG Yiheng

“…The operating costs of the EV aggregators were reduced by 15.1%； moreover， the load peak-valley difference could also be optimized. Compared with the disorderly charging scenarios， the peak-valley difference rate of the proposed method was reduced by 11.6% while reducing the carbon emissions caused by EV charging. …”
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