Review of communication optimization methods in federated learning by YANG Zhikai, LIU Yaping, ZHANG Shuo, SUN Zhe, YAN Dingyu

“…Therefore, the exploration of communication optimization methods for federated learning has become a hot topic. …”
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Analysis of methods for selection of optimal parameters of stack by K. M. Mirsalikhov, A. M. Gribkov, N. D. Chichirova

“…However, none of the considered methods for choosing the main dimensions of the stack is based on determining the optimal gas outlet rate based on the technical and economic analysis. …”
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Detection of a Spatial Source Term Within a Multi-Dimensional, Multi-Term Time-Space Fractional Diffusion Equation by Mofareh Alhazmi, Yasser Alrashedi, Hamed Ould Sidi, Maawiya Ould Sidi

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Optimization of capacity configuration design for a composite system combining medium-deep ground source heat pump with auxiliary heat source by Guangqiu Zhang, Jintang Li, Ji Li, Zongyu Sun

“…To address this issue, this study proposes a composite system combining MGSHP with an auxiliary heat source. Given its recent development, optimized configuration designs remain relatively unexplored Therefore, this study establishes an optimization model for the composite system by simulating typical engineering projects using dynamic methods based on building heat load data. …”
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End-to-End Collaborative Optimization Method for Microgrid Power Prediction and Optimal Scheduling by ZHANG Li, WANG Bao, JIA Jianxiong, SONG Zhumeng, YE Yutong, YU Yue, LIN Jiaqing, XU Xiaoyuan

“…Microgrids, as one of the effective methods for integrating new energy sources, play a crucial role in the new-type power systems. …”
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UAV launch methods by Oleksandr Dobrodomov, Vladyslav Proroka, Oleksii Kulyk

“…With the continuous introduction of new UAV types, understanding the most effective launch methods for each specific case is paramount. The objective of this study is to systematically structure and analyze UAV launch methods based on various parameters, providing a comprehensive framework for selecting the optimal launch approach for any given UAV application.Systematization was conducted based on the following parameters: UAV mass and dimensions, flight speed, launch site infrastructure availability, weather conditions, cost of launch device and operation, UAV production scale, other specific requirements. …”
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Improving Forest Above-Ground Biomass Estimation Accuracy Using Multi-Source Remote Sensing and Optimized Least Absolute Shrinkage and Selection Operator Variable Selection Method by Er Wang, Tianbao Huang, Zhi Liu, Lei Bao, Binbing Guo, Zhibo Yu, Zihang Feng, Hongbin Luo, Guanglong Ou

“…From another perspective, they also demonstrated that the RX sample count and sensitivity provided by LiDAR, as well as the Horizontal Transmit, Vertical Receive provided by Microwave Radar, along with the feature variables (Mean, Contrast, and Correlation) calculated from the Green, Red, and NIR bands of optical remote sensing in 7 × 7 and 5 × 5 windows, play an important role in forest AGB estimation. Therefore, the optimized Lasso variable selection method shows strong potential for forest AGB estimation using multi-source remote sensing data.…”
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An Evidential Solar Irradiance Forecasting Method Using Multiple Sources of Information by Mohamed Mroueh, Moustapha Doumiati, Clovis Francis, Mohamed Machmoum

“…This study proposes an innovative approach to solar irradiance forecasting based on the theory of belief functions, introducing a novel and flexible evidential method for short-to-medium-term predictions. The proposed machine learning model is designed to effectively handle missing data and make optimal use of available information. …”
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Determination of Pipe Diameter Using Optimization Method by Pavlov Mikhail Vasilyevich, Vafaeva Khristina Maksudovna, Karpov Denis Fedorovich, Bhatnagar Sanjay, Kommanaboina Uma Shankar, Sharma Dikshit, Singh Digvijay, Sateesh N., Singh Pankaj Kumar

“…During the design phase of engineering networks, a critical issue remains the selection of pipe diameters that minimize capital investments for transporting the heat carrier from the heat source to the consumers. Object of study: a pressurized pipeline of circular cross-section with a moving heat carrier. …”
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A decision-making method for optimal sizing of a sustainable residential building via a multi-objective optimization method by Soroush Mousavi, Mohammad Hossein Jahangir, Alibakhsh Kasaeian

“…A multi-criteria decision-making (MCDM) method was used to identify the optimal solution among various alternatives. …”
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Optimizing fully-efficient two-stage models for genomic selection using open-source software by Javier Fernández-González, Julio Isidro y Sánchez

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Optimized Method for Solving Boltzmann Transport Equations in Subgroup Method of Resonance Treatment by Song Li, Lei Liu, Yongfa Zhang, Qian Zhang, Qi Cai

“…This study presents an optimized subgroup transport equation solving method to enhance the computational efficiency of resonance calculations in high-fidelity reactor core simulations. …”
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Coupled Design and Operation Optimization for Decarbonization of Industrial Energy Systems Using an Open-Source In-House Tool by Rushit Kansara, María Isabel Roldán Serrano

“…This paper presents a comprehensive methodology integrated in an open-source in-house tool for the coupled design and operation optimization of energy systems in industrial settings. …”
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Regularisation problems at the determination of the acoustic power of sound sources by J. Piechowicz

“…This paper presents exploratory problems of regularisation of the inverse method for the investigation of the characteristics of acoustic sources at industrial conditions. …”
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Multi-Source Pansharpening of Island Sea Areas Based on Hybrid-Scale Regression Optimization by Dongyang Fu, Jin Ma, Bei Liu, Yan Zhu

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Research on Advancing Radio Wave Source Localization Technology Through UAV Path Optimization by Tomoroh Takahashi, Gia Khanh Tran

“…With an increasing number of illegal radio stations, connected cars, and IoT devices, high-accuracy radio source localization techniques are in demand. Traditional methods such as GPS positioning and triangulation suffer from accuracy degradation in NLOS (non-line-of-sight) environments due to obstructions. …”
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Optimization study of a multi-heat source coupled bathing hot water system by Yunxin Huang, Jinghui Luo, Yongchang Zhou, Xiaoxuan Wu, Nianchen Wang, Shicheng Xin, Changjian Zhang

“…To reduce the operational energy consumption of a compressed air system coupled with a solar and air-source heat pump hot water system, a model was established using TRNSYS, and the Taguchi method was employed to design experiments for four factors influencing the system's energy consumption. …”
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Two-Stage Robust Optimization Considering the Uncertainty of Sources and Loads in Virtual Power Plants by Shixun Qi, Duo Li, Liyong Hou, Haili Wang, Li Xin, Yaojie Jin, Yuanji Cai, Mingfei Ban

“…To address the challenges of system operation optimization and resource allocation caused by the integration of a large amount of renewable energy on the supply side of the energy system into VPPs and the flexible and changeable load on the demand side, this paper proposes a distributed robust optimization method that simultaneously considers the uncertainties of both the source and the load. …”
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Development and Optimization of an UPLC-QTOF-MS/MS Method Based on an In-Source Collision Induced Dissociation Approach for Comprehensive Discrimination of Chlorogenic Acids Isomers from Momordica Plant Species by N. E. Madala, F. Tugizimana, P. A. Steenkamp

“…These profiles were obtained by a newly developed UPLC-qTOF-MS method based on the in-source collision induced dissociation (ISCID) method optimized to mimic the MS2 and MS3 fragmentation of an ion trap-based MS. …”
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Service Restoration in Distribution Networks by Optimal Scheduling of Repair Crew and Mobile Power Sources by Qasem Asadi, Hamid Falaghi, Ali Ashoornezhad, Maryam Ramezani

“…In this method, repair crew (RC) and mobile power sources (MPSs) are also important for the restoration process. …”
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