A Cross-Regional Load Forecasting Method Based on a Pseudo-Distributed Federated Learning Strategy by Jinsong Deng, Shaotang Cai, Weinong Wu, Rong Jiang, Hongyu Deng, Jinhua Ma, Yonghang Luo

“…Traditional load forecasting methods often rely solely on historical load data from a single region for training, making the models region-specific and leading to significant accuracy degradation when applied to other regions. …”
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Sm-Nd Isotope Data Compilation from Geoscientific Literature Using an Automated Tabular Extraction Method by Zhixin Guo, Tao Wang, Chaoyang Wang, Jianping Zhou, Guanjie Zheng, Xinbing Wang, Chenghu Zhou

“…In response, we present an automated tabular extraction method for harvesting tabular geoscience data. We collect 10,624 Sm-Nd data entries from 9,138 tables in over 20,000 geoscience publications using this method. …”
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Presenting a Model of Self-sacrificial behaviors of Leaders in Organizations; Interpretive Structural Modeling (ISM) Method by Amir Hossein Abdallahzadeh, Seyyed Mohammad Moghimi, Hossein Imani

“…Therefore, further research in this area can illuminate the dimensions and aspects of self-sacrificial behaviors in organizations. Methods This study employs the Interpretive Structural Modeling (ISM) method. …”
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Column layout design for concrete frame structures utilizing the strain energy-based topology optimization method by Xin-Cai Xiong, Hu-Zhi Zhang, Gang Peng, Fei-Fan Feng

“…Intelligent design is advancing civil engineering, providing new opportunities for structural optimization.This paper proposes an innovative intelligent design method integrating topology optimization into concrete frame column layout design.The method iteratively removes a defined percentage of columns from the initial layout, guided by the architectural plan, to achieve optimal column topologies.The approach’s efficacy is validated through a numerical example and a practical case study, showing that materials in optimized frames enhance structural stiffness more effectively than in traditional designs. …”
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CSTN: A cross-region crop mapping method integrating self-training and contrastive domain adaptation by Shuwen Peng, Liqiang Zhang, Rongchang Xie, Ying Qu

“…This study provides a robust method for enhancing large-scale crop mapping and facilitating more accurate and timely agricultural practices.…”
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A Method for Measuring Strawberry Leaf Area Based on Three-Dimensional Point Cloud Instance Segmentation by Zhipeng Li, Shusheng Wang, Yuanping Su, Dongyun Yu

“…This study introduces a strawberry three-dimensional point cloud instance segmentation method to address the challenge of stem and leaf instance segmentation in calculating plant leaf area using three-dimensional point cloud data. …”
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Using the TOPSIS method to select the best low-toxicity organic cosolvent for rice-based toxicity tests by Xingren Pan, Yi Kang, Jun-Feng Lu, Xiao-Zhang Yu

“…Overall, this study represents the first attempt to comprehensively evaluate the toxic responses of cosolvents to rice plants using the TOPSIS method. It also offers valuable insights into a number of ecotoxicological applications like the analysis of solvent-generated extracts of environmental matrices from soils and sediments, or the detection of organic compounds induced toxicity with cosolvents.…”
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Microencapsulation of L-carvone and hexyl salicylate in carnauba wax, candelilla wax and beeswax by melt dispersion method by Qun Huang, Zhibing Zhang

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Impedance Spectroscopic Analysis of Methane Sensing Characteristics in Electrospun Tungsten Oxide Nanofibers with Particle Size Heterogeneity by Papot Jaroenapibal, Watchara Sukbua, Napat Triroj

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Tool Refactoring Otomatis untuk Menangani Lazy Class Code Smell dengan Pendekatan Software Metrics by Umi Sa'adah, Desy Intan Permatasari, Fadilah Fahrul Hardiansyah, Andhik Ampuh Yunanto, Jauari Akhmad Nur Hasim, Irma Wulandari, Muhammad Reza Pahlevi, Dufan Quraish Shihab

“…So this shows that the tool can work accurately and faster than the manual method. And this tool is expected to help developers to minimize the effort in terms of cost and time in refactoring. …”
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Force analysis of slope reinforced by Frame-Anchor-Support-Structure based on improved horizontal slice method. by Guang-Wen Fang, Fei Guo, An-Ping Huang

“…In this paper, based on the traditional horizontal slice method, utilizing the principle that the vertical slice method and the horizontal slice method share the same sliding surface, the inter-strip force between soil slices, the effect of the FASS, the effect of the slope-top uniform load, and the relationship between the vertical slice method and the horizontal slice method of the force conversion is considered at the same time. …”
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Effect of the overhead height and tilt angle on comprehensive performance of photovoltaic roof based on simulation and experimental methods by Wenheng Zheng, Huihui He, Fuyu Qin, Yuncheng Lan, Yingde Yin

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Influence of Fuel and Technology on Particle Emissions from Biomass CookstovesDetailed Characterization of Physical and Chemical Properties by Robert Lindgren, Natxo García-López, Karin Lovén, Lisa Lundin, Joakim Pagels, Christoffer Boman

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Investigating the Asymmetric Relationship between Investor Sentiments and Fluctuations in the Overall Index via the Markov Switching Method by keyvan Shahab Lavasani, Leila Shabani Rezvani, Mohammad Ebrahim Samavi

“…Consequently, this study explores the connection between the total index's behavior and investors' sentiments.   Methods Four criteria were used in this research to assess the sentiments indirectly. …”
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The Current Status of Atmospheric Micro/Nanoplastics Research: Characterization, Analytical Methods, Fate, and Human Health Risk by Hsin-Chieh Kung, Chien-Hsing Wu, Nicholas Kiprotich Cheruiyot, Justus Kavita Mutuku, Bo-Wun Huang, Guo-Ping Chang-Chien

“…However, most of the toxic effects of these contaminants are related to surface-bound compounds, including heavy metals and persistent organic pollutants. Some polymers, such as expanded polystyrene, decompose to form carcinogens. …”
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The Effects of Single and Bimetallic Silicon Composite Shields in Medical Imaging Methods: A Monte Carlo Study by Abbas Ali Nazeri, Reza Malekzadeh, Parinaz Mehnati, Soheila Refahi

“…Monte Carlo simulation methods were used to enter the specifications of each metal in combination with silicon. …”
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Simultaneous Determination of Multiple Acid-Suppressing Drugs by UPLC-MS/MS Method and Application for Pharmacokinetics Study by Li X, Liu S, Yu M, Xi W, Wu X, Liu D, Liu A, Wang H

“…The flow rate was 0.4 mL/min, the run time was 4.5 minutes, and the injection volume was 20 μL.Results & Conclusions: The method exhibited excellent linearity across the ranges of 0.2– 200 ng/mL for PPIs and 0.5– 500 ng/mL for the P-CAB. …”
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Effectiveness and Efficiency of Seawater Evaporation Using Traditional Methods and the Innovative Flow Down System in Salt Production by Azi Wibisono Raihan, Ika Nuzula Nike, Giri D. Kartika Ary, Efendy Makhfud, Sri W. Pratiwi Wiwit

“…This research aims to analyse the process, effectiveness, and efficiency of evaporation with the Traditional method and the Flow Down System Innovation. The method used is Purposive Sampling to get statistical data processed in RStudio. …”
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An Automatic Decision-Level Fusion Rice Mapping Method of Optical and SAR Images Based on Cloud Coverage by Xueqin Jiang, Song Gao, Huaqiang Du, Shenghui Fang, Yan Gong, Ning Han, Yirong Wang

“…To address the abovementioned problems, we propose an automatic decision-level fusion rice mapping method of optical and synthetic aperture radar (SAR) images based on cloud coverage (the Auto-OSDF method). …”
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Development of a respiratory virus risk model with environmental data based on interpretable machine learning methods by Shuting Shi, Haowen Lin, Leiming Jiang, Zhiqi Zeng, ChuiXu Lin, Pei Li, Yinghua Li, Zifeng Yang

“…We utilized the CRFC algorithm, a random forest-based method for multi-label classification, to predict the presence of various respiratory viruses. …”
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