The Estimating Parameter and Number of Knots for Nonparametric Regression Methods in Modelling Time Series Data by Autcha Araveeporn

“…This research aims to explore and compare several nonparametric regression techniques, including smoothing splines, natural cubic splines, B-splines, and penalized spline methods. The focus is on estimating parameters and determining the optimal number of knots to forecast cyclic and nonlinear patterns, applying these methods to simulated and real-world datasets, such as Thailand’s coal import data. …”
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Optimizing Genomic Selection Methods to Improve Prediction Accuracy of Sugarcane Single-Stalk Weight by Zihao Wang, Chengcai Xia, Yanjie Lu, Qi Liu, Meiling Zou, Fenggang Zan, Zhiqiang Xia

“…In this study, we evaluated the predictive performance of various genomic selection (GS) methods for single-stalk weight in the 299 orthogonal population, with the male parent being GZ_73-204 and the female parent being GZ_P72-1210, and in the 108 reciprocal population, with the male parent being GZ_P72-1210 and the female parent being GZ_73-204. …”
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Enhancing NUE in Corn Through Optimized Sensor-Based Prescription Maps by Salman Mirzaee, Ali Mirzakhani Nafchi

“…Enhancing nitrogen use efficiency (NUE) through optimized application methods can benefit agronomic productivity and environmental sustainability. …”
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Screening cotton cultivars for low-phosphorus tolerance: a comparison of hydroponic and field methods by Miao Sun, Helin Dong, Huimin Han, Weina Feng, Jingjing Shao, Feichao Huo, Pengcheng Li, Cangsong Zheng

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Novel rapid molecular diagnosis methods for comprehensive genetic analysis of 21-hydroxylase deficiency by Yanjie Xia, Feng Yu, Ying Bai, Lili Jiang, Panlai Shi, Zhengwen Jiang, Xiangdong Kong

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Reliability Analysis of Transmission Tower Based on Unscented Transformation Under Ice and Wind Loads by Jianghong Chen, Xiaohan Zhao, Kanghao Shi, Zhiqiang Ao, Xinchao Zheng

“…It is proved that the method of reliability analysis for transmission towers based on the UT is applicable.…”
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Agarose hydrogel-mediated electroporation method for retinal tissue cultured at the air-liquid interface by Megan L. Stone, Hannah H. Lee, Edward M. Levine

“…Electroporation is a fast and robust method of gene delivery, but typically requires submergence in liquid buffer for electrical current flow. …”
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Optimization method of truss structure size and shape based on harmonic search genetic algorithm by XIE Jun, ZHANG Huashuai, LIN Shuqin, PANG Bolei, YAN Jie

“…In addition, the harmonious search algorithm is processed with mixed variables of discrete variables and continuous variables, and a truss structure shape optimization method based on the harmonic search hybrid genetic algorithm was established. …”
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Evaporation Dynamics and Dosimetry Methods in Numerically Assessing MDI Performance in Pulmonary Drug Delivery by Mohamed Talaat, Xiuhua Si, Jinxiang Xi

“…This study numerically examined the role of evaporation dynamics and dosimetry methods in assessing the efficiency of MDI delivery to different regions in a mouth–lung model extending to the eleventh generation (G11) of lung bifurcations. …”
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Insights and Recommendations for the Assessment and Design of Fault Diagnosis Methods Applied to Modern Distribution Systems by Talita M. O. A. Cunha, Gabriela N. Lopes, Leonardo S. Lessa, Moises J. B. B. Davi, Mario Oleskovicz, Jose C. M. Vieira

“…Thus, this paper comprehensively reviews fault diagnosis methods in distribution systems, emphasizing modeling aspects for real-world applicability. …”
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Challenges and Opportunities for Applying Meta-Heuristic Methods in Vehicle Routing Problems: A Review by Wayan Firdaus Mahmudy, Agus Wahyu Widodo, Alfabiet Husien Haikal

“…Meta-heuristic methods have emerged as a powerful solution to overcome the complexity of VRP. …”
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Device Modeling Method for the Entire Process of Energy-Saving Retrofit of a Refrigeration Plant by Xuanru Xu, Lun Zhang, Jun Chen, Qingbin Lin, Junjie Chen

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Online evaluation method for MMC submodule capacitor aging based on CapAgingNet by Xinlan Deng, Youhan Deng, Liang Qin, Weiwei Yao, Min He, Kaipei Liu

“…Subsequently, the CapAgingNet model is introduced, incorporating key technical modules to enhance performance: the Deep Stem module, which extracts larger receptive fields through multiple convolution layers and mitigates the impact of data sparsity in capacitor aging on feature extraction; the efficient channel attention (ECA) module, utilizing one-dimensional convolution for dynamic weighting to adjust the importance of each channel, thereby enhancing the ability of the model to process high-dimensional features in capacitor aging data; and the multiscale feature fusion (MSF) module, which integrates capacitor aging information across different scales by combining fine-grained and coarse-grained features, thus improving the capacity of the model to capture high-frequency variation characteristics. …”
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Features of the use of the statistical method of frequency stabilization of generators in distributed information-measuring systems by D. D. Gabrielyan, P. I. Kostenko, O. A. Safarian

“…The necessity to ensure high stability of signal frequency generated by subscribers to improve the efficiency of the stated systems is noted. Two main features of applying the static frequency stabilization method are stated. …”
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Improved Hourly Cooling and Heating Load Analysis Using Residential Load Factor Method by Fazli Yazdan, Usman Ur Rehman, Fakhre Alam Khan, Naveed Ahmad, Afzal Khan, Zahid Ullah

“…Residential buildings are major energy consumers, and efficient energy management is crucial. This study addresses the gap in existing research by proposing a novel residential load factor method tailored to hourly climatic data. …”
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YOLO-CBD: Classroom Behavior Detection Method Based on Behavior Feature Extraction and Aggregation by Shuyun Peng, Xiaopei Zhang, Luoyu Zhou, Peng Wang

“…Classroom behavior can effectively reflect learning states, and thus classroom behavior detection is crucial for improving teaching methods and enhancing teaching quality. To address issues such as severe occlusions and large scale variations in student behavior detection, this paper proposes a classroom behavior detection model, named YOLO-CBD (YOLOv10s Classroom Behavior Detection). …”
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Energy-Saving Control Method of Building Central Air Conditioning Based on Genetic Algorithm by Lihui Wang

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Study on precision reliability evaluation method of harmonic drive based on NIPCE considering wear by Xian Zhang, Changming Zhang, Peng Wang, Chunlei Peng, Fan Yang

“…Then a Non-Intrusive Polynomial Chaos Expansion(NIPCE) based uncertainty analysis method is proposed for transmission precision response solution of harmonic drive dynamic model under multi-dimensional random variables, and the efficiency of uncertainty analysis is further improved by introducing sparse grid. …”
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Linear Gauss Pseudospectral Method Using Neighboring Extremal for Nonlinear Optimal Control Problems by Tianyou Zhang, Wanchun Chen, Liang Yang

“…This article proposes a method to solve nonlinear optimal control problems with arbitrary performance indices and terminal constraints, which is based on the neighboring extremal method and Gauss pseudospectral collocation. …”
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Design of Optimization Method for Light Energy Utilization in Fiber Optic Day-lighting System by WANG Yifang, JIA Xiaoyu, YU Chunrong

“…【Methods】A fiber optic probe structure is designed to address the issue of real-time alignment of sunlight, targeting the nonlinear response of zenith angle. …”
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