Research on Gating Fusion Algorithm for Power Grid Survey Data Based on Enhanced Mamba Spatial Neighborhood Relationship by Aiyuan Zhang, Jinguo Lv, Yu Geng, Xiaolei Wang, Xianhu Li

“…Both qualitative and quantitative analyses indicate that our method outperforms 11 existing methods in terms of fusion effectiveness, particularly in reducing spectral distortion and spatial detail loss. …”
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Study on the hybrid energy storage for industrial park energy systems: Advantages, current status, and challenges by Guo Jiacheng, Peng Jinqing, Luo Yimo, Zou Bin, Luo Zhengyi

“…This discussion leads to proposals for the direction of future research. The optimization methods and processes for designing and operating hybrid energy storage systems were proposed based on theoretical frameworks and methods. …”
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The constitutional test of necessity: problem statement by A. V. Dolzhikov

“…Although this term is cumbersome, it more precisely defines the nature of constitutional litigation, where the admissibility of interference with fundamental rights is assessed.The purpose of the research is to argue that this element of proportionality implies the assessment of the least restrictive alternatives for the rights-holder in order to achieve the goal chosen by the legislator.The methodology of research includes the method of analogy. Accordingly, the analogical reasoning is used in constitutional adjudication when testing necessity of legislative measures, but not the methods of logical subsumtion or judicial balancing. …”
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Semi-supervised gearbox fault diagnosis under variable working conditions based on masked contrastive learning by ZHANG Huiyun, ZUO Fangjun, LI Hang, YU Xi

“…Finally, during the fine-tuning phase, a domain-conditioned feature correction strategy was introduced to generate target domain feature corrections. By aligning source domain features and target domain corrected features according to the metric of minimizing domain feature distribution discrepancies, the method explicitly reduces the domain distribution differences caused by varying working conditions. …”
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Predictive model on employee stock ownership impacting corporate performance by Yiping Huang, Shixin Huang, Xiangjian Chen

“…Finally, the Explainable AI (XAI) is built based on the LSTM model, and the SHAP value method is used to downsize the performance of the complex black box model LSTM, present the model “black box”, and analyze the common roles played by the elements of ESOPs, the maturity level of smart manufacturing, and the social sentiment on ESOPs in the long term and nonlinear process. …”
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PECULIARITIES OF THE ORTHOPEDIC TREATMENT OF PATIENTS WITH CONGENITAL CLEFT UPPER LIP AND PALATE AFTER SURGICAL INTERVENTIONS by M.Y. Oliinyk, A.Y. Oliinyk, H.V. Oliinyk

“…Materials and methods. The research methods include bibliosemantic and analytical approaches. …”
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Dampak Covid-19 Terhadap Potensi Pajak Hiburan dan Kontribusi Terhadap Pendapatan Asli Daerah Kota Batu (Studi Kasus Dinas Pendapatan Kota Batu) by Marianus Vianey Dede, Poppy Indrihastuti, Yayuk Sulistyowaty

“…Abstract This study aims to determine the impact of Covid-19 on the potential for entertainment tax and its contribution to the local revenue of Batu City. The research method used is a qualitative method with an interpretive approach. …”
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Fault Extraction of Wind Turbine Rolling Bearings Using FDEO and the Improved ACYCBD by Gong Yongli, Peng Dikang, Feng Tao, Liu Yibing

“…The industrial results show that the proposed method is able to extract the faulty feature at an early stage without the interference of other vibration sources.…”
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Design and fabrication of asymmetric Mach-Zehnder interferometers based on EpoClad and EpoCore strip waveguides by Magalhães Tiago E.C., Borme Jérôme, Douglas Temple, Maibohm Christian, Nieder Jana B.

“…In this work, we present a design optimization method and fabrication results by e-beam lithography for integrated asymmetric Mach-Zehnder interferometers based on strip waveguides made from EpoClad and EpoCore polymers. …”
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Research on action matching of skeletal point coordinates and sports teaching application based on Open-pose by Shunmin Su

“…This study addresses the challenges of high matching errors and low recognition rates in traditional skeletal point-based human action matching methods, a skeleton point coordinate and human posture action matching technology is studied based on Open-pose open-source model. …”
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Artificial Intelligence Algorithms for Hybrid Electric Powertrain System Control: A Review by Dawei Zhong, Bolan Liu, Liang Liu, Wenhao Fan, Jingxian Tang

“…Traditional control methods, whether rule-based or optimization-based, often lack global optimality and adaptability. …”
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Fuzzy logic-controlled three-phase dynamic voltage restorer for enhancing voltage stabilization and power quality by Abu Shufian, Sowrov Komar Shib, Durjoy Roy Dipto, Md Tanvir Rahman, Nasif Hannan, Shaikh Anowarul Fattah

“…This ensures optimal compensation and consistent voltage regulation across varying operating scenarios. …”
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Battery Energy Storage Systems in Microgrids: A Review of SoC Balancing and Perspectives by Thales Augusto Fagundes, Guilherme Henrique Favaro Fuzato, Lucas Jonys Ribeiro Silva, Augusto Matheus dos Santos Alonso, Juan C. Vasquez, Josep M. Guerrero, Ricardo Quadros Machado

“…Microgrids (MGs) often integrate various energy sources to enhance system reliability, including intermittent methods, such as solar panels and wind turbines. …”
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Strengthening Critical Thinking of Elementary School Students through Android-Based iSpring Suite Interactive Media by Purnomo Indra Saputra, Ivayuni Listiani, Heny Kusuma Widiyaningrum, Supri Wahyudi Utomo

“…This study uses a literature review method by analyzing various empirical studies and relevant academic sources related to the use of educational technology and the development of critical thinking. …”
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Streamlined gram-scale natural N-glycan production using reversible tagging after oxidative release of natural glycans by Qing Zhang, Yi Lasanajak, Menxin Yan, Golden Chen, Xuezheng Song

“…Treatment with Oxone quantitatively cleaves the tag, regenerating the free reducing N-glycans in high yield. This method provides an accessible, gram-scale source of complex N-glycans, including complex asymmetric structures that are challenging to synthesize through conventional chemoenzymatic approaches. …”
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Blind signal separation algorithm based on temporal predictability and differential search algorithm by Lei CHEN, Li-yi ZHANG, Yan-ju GUO, Yong HUANG, Jing-yi LIANG

“…The source signal component separated was wiped off using deflation method and all the source signals could be recovered successfully by repeating the separation process. …”
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Wind Turbine Static Errors Related to Yaw, Pitch or Anemometer Apparatus: Guidelines for the Diagnosis and Related Performance Assessment by Davide Astolfi, Silvia Iuliano, Antony Vasile, Marco Pasetti, Salvatore Dello Iacono, Alfredo Vaccaro

“…Based on this, finally, a rigorous work flow is formulated for detecting static errors and discriminating among them through SCADA data analysis. Nevertheless, methods based on additional information sources (like further sensors or meteorological data) are also discussed. …”
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PHARMACEUTICAL SERVICES: STATUS AND DEVELOPMENT TRENDS by A. A. Klimenkova, L. N. Geller, A. A. Skripko, L. A. Gravchenko, E. A. Korzhavykh

“…The aim of the review is to provide an analysis and generalization of the main directions of research in the sphere of pharmaceutical services, and their characteristics associated with the determination of their main development trends.Materials and methods. For the analysis, the information store on the basis of scientific publications by Russian and foreign scientists, devoted to research in the field of pharmaceutical services (PSs), has been used. …”
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Global burden, subtype, risk factors and etiological analysis of enteric infections from 1990-2021: population based study by Youao Zhang, Youao Zhang, Yuran Zhang, Zhifeng Chen, Zixuan Jia, Yulan Yu, Jieyan Wang, Hui Liang

“…This study aims to investigate the patterns and trends of enteric infections from 1990 to 2021, providing valuable insights for health policy formulation, medical resource allocation, and the optimization of patient management plans.MethodsWe analyzed the Global Burden of Disease (GBD) 2021 for 21 regions and 204 countries to understand better the health burden using prevalence, incidence, mortality, and disability-adjusted life years (DALYs), subtype, risk factors, and etiology. …”
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Problems and Prospects for the Application of Neural Networks for the Sphere of Education by T. M. Shamsutdinova

“…The purpose of the study is to examine the theory and practice of using neural networks in education, to develop the concept of a neural network adaptive learning environment, and to implement a neural network model of one of the subsystems of this environment (using a model example of creating an adaptive educational trajectory).Materials and methods. The study includes a review of bibliographic sources on the application of neural networks in the field of education. …”
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