Research Progress on Frost Formation Mechanism of Air-source Heat Pump and Its Defrosting/Anti-frosting Technology by Zhang Yi, Zhang Guanmin, Zhang Lili, Ma Xiaoxu, Xu Pan, Tian Maocheng

“…This paper can be used for guiding the future design and system optimization for air source heat pump.…”
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Multi-Temporal Energy Management Strategy for Fuel Cell Ships Considering Power Source Lifespan Decay Synergy by Xingwei Zhou, Xiangguo Yang, Mengni Zhou, Lin Liu, Song Niu, Chaobin Zhou, Yufan Wang

“…The simulation results demonstrate that compared to single-layer MPC and the Equivalent Consumption Minimization Strategy (ECMS), the proposed method exhibits significant advantages in reducing single-voyage costs, minimizing differences in power source degradation rates, and alleviating power source stress. …”
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Integration of Multi-Source Landslide Disaster Data Based on Flink Framework and APSO Load Balancing Task Scheduling by Zongmin Wang, Huangtaojun Liang, Haibo Yang, Mengyu Li, Yingchun Cai

“…The findings indicate the following: (1) The multi-source data integration method for landslide disaster based on Flink and APSO proposed in this article, combined with the structural characteristics of landslide disaster data, adopts different integration methods for data in different formats, which can effectively achieve the integration of multi-source landslide data. (2) A multi-source landslide data integration framework based on Flink has been established. …”
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Research on Short-Term Load Forecasting of LSTM Regional Power Grid Based on Multi-Source Parameter Coupling by Bo Li, Yaohua Liao, Siyang Liu, Chao Liu, Zhensheng Wu

“…To improve the prediction accuracy, this paper proposes a short-term power load-forecasting model of a regional power grid based on multi-source parameter coupling with a long short-term memory neural network (LSTM) and adopts an improved particle swarm optimization (IPSO) algorithm to optimize the LSTM network. …”
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Multilayer inverter with DQZ and neuro-fuzzy control for single maximum power point tracking of hybrid renewable sources by Akharakit Chaithanakulwat, Teerawut Savangboon, Nuttee Thungsuk, Taweesak Tanaram, Papol Sardyong

“…This study proposes a new MLI that is optimally adapted using DQZcontrol and a vague neurological approach for tracking the single maximumpower point of a hybrid renewable energy source. …”
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Multi-Source Reinforced Selective Domain Adaptation for Cross-Subject and Cross-Session EEG-Based Emotion Recognition by Xin Deng, Xinyi Hong, LiJiao Ai, Xingchen Li, Chenhui Li

“…The data selector, acting as an actor, performs actions to select high-quality source domain data for optimization of the domain adaptation model. …”
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Clinical application of third-generation dual-source CT-based dynamic imaging reconstruction for pulmonary embolism imaging by Kai Liao, Biao Ye, Xi Li, Wei Liu, Tongtong Jia, Zongbao Han, Ziyi Liang, Yongli Duan, Xiaoli Sun, Jianmei Zhang, Rengui Wang, Jiao Gong

“…Abstract Background To evaluate the clinical diagnostic value of third-generation dual-source CT for pulmonary embolism, focusing on the optimization of dual-source CT scanning with dynamic reconstruction in acute pulmonary embolism (PE) and various imaging manifestations. …”
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A novel multi-source data-driven energy consumption prediction model for Venlo-type greenhouses in China by Yangda Chen, Aiqun Bao, Yapeng Li, Yingfeng Xiang, Wanlong Cai, Zhaoqiang Xia, Jialei Li, Mingyang Ning, Jing Sun, Haixi Zhang, Xianpeng Sun, Xiaoming Wei

“…Therefore, energy consumption prediction methods that incorporate multi-source data are necessary. …”
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Establishment of loop-mediated isothermal amplification for Brucella detection using a warmer pad as a heating source by Ye Yin-Bo, Li Dong-Liang, Yang Bo-Han, Zhang Zhao, Mei Si-Yao, Liu Bao-Shan, Chen Ze-Liang

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Estimation of aboveground biomass in Tajikistan based on upscaling extrapolation of UAV and Sentinel-2 multi-source data synergy by Lina Hao, Huping Ye, Shuang He, Xinyu Zhang, Dalai Bayin, Mustafo Safarov, Mekhrovar Okhonniyozov, Xiaohan Liao

“…Here we develop a dynamic sampling scale-up method for AGB estimation by integrating multi-source data from Sentinel-2 MSI, Unmanned Aerial Vehicle (UAVs), and ground observations, which enabled efficient and accurate AGB estimation across Tajikistan. …”
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Integrated export instream coefficient model for accurate nonpoint source pollution estimation and management in the Yellow River Basin by Xueting Wang, Lei Wu, Yongkun Luo, Yimu Liu, Ruowen Wang

“…Pollution factors were classified using the natural breaks method, with Entropy Weight method determining weights for a comprehensive multi-factor evaluation and risk-level assignment. …”
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Knowledge injection methods in question answering by D. V. Radyush

“…The present work considers knowledge injection methods as a means of providing functional enhancements to large language models by providing necessary facts and patterns from external sources.Methods. …”
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Thermal Efficiency of Power Module “Boiler with Solar Collectors as Additional Heat Source” For Combined Heat Supply System by Denysova A.E., Mazurenko A.S., Denysova A.S.

“…The method of calculation of multi-module solar collectors working with forced circulation for various configurations of hydraulic connection of solar collector modules as the new result of our work have been proposed. …”
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Determination of NAD+ precursors nicotinamide mononucleotide (NMN) and nicotinamide riboside (NR) in plant foods: exploring dietary sources by Gabriela Fabiana Soares Alegre, Glaucia Maria Pastore

“…This study enhances our understanding of how to optimize NAD+ levels through dietary sources and advances knowledge in food science and nutrition.…”
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Unravelling urban carbon dynamics: a multi-source data study on Nanchang city's carbon dioxide emissions by Lingyun Yao, Li Wang, Ke Wang, Zheng Niu

“…However, it is challenging to achieve an optimal balance between the quality and quantity with existing mapping methods. …”
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Pharmacotechnological Studies of the Biomass of <i>Chlorella vulgaris</i> C-2019 as a Promising Source of Antibacterial Substances by A. V. Mitishev, E. E. Kurdyukov, E. F. Semenova, T. M. Fadeeva, I. Ya. Moiseeva, Ya. P. Moiseev

“…Micro-and macroalgae can be one of these sources.Aim. The aim of this study is to conduct a phytochemical analysis to confirm the presence of a wide range of BAC, as well as studies on the selection of optimal parameters for extracting chlorella C-2019 biomass in order to obtain extracts with a high content of BAC that have an antibacterial effect (pigments, flavonoids).Materials and methods. …”
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Assessing University Students’ Knowledge and Perceptions of Sexually Transmitted Infections: Sources of Information, Risk Awareness, and Educational Implications by Nontando Makhaye, Nokukhanya Thembane, Ziningi Jaya

“…This study aimed to examine the knowledge and perceptions about STIs and their prevalence among students at Mangosuthu University of Technology. Method A total of 284 students participated in this study. …”
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Optical methods for the correction of postkeratoplastic ametropia by M.V. Sinitsyn, A.E. Terent’eva, T.G. Tolmacheva, N.A. Pozdeeva

“…Material and methods. When studying the literature review on PA correction, a search was carried out for sources in the PubMed and Scopus abstract databases for the period up to 2021 inclusive. …”
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Analysis of MHD hybrid nanofluid flow over cone and wedge with exponential and thermal heat source and activation energy by Alshehry Azzh Saad, Noor Saima, Abas Syed Arshad, Fiza Mehreen, Ullah Hakeem

“…The interaction between thermal radiation, chemical reactions, Joule heating, and heat sources significantly affects the efficiency of such systems, necessitating an in-depth analysis of their combined effects. …”
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Leveraging Open-Source Tools to Analyse Ground-Based Forest LiDAR Data in South Australian Forests by Spencer O’Keeffe, Bruce H. Thomas, Jim O’Hehir, Jan Rombouts, Michelle Balasso, Andrew Cunningham

“…This paper investigates the application of open-source software and methods for forest LiDAR analysis, with a focus on enhancing forest inventory metrics in the radiata pine forests of South Australia’s Green Triangle region. …”
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