Daily Runoff Prediction Model Based on Multivariate Variational Mode Decomposition and Correlation Reconstruction by DING Jie, TU Peng-fei, FENG Yu, ZENG Huai-en

“…[Conclusions](1) The MVMD decomposition method can control the number of decomposition layers, ensuring complete signal feature extraction without overfitting while improving processing speed.(2) Pearson correlation coefficient method enhances prediction accuracy through decomposed data classification.(3) The MEA-BP can improve signal-to-noise ratio, adapt to complex environments, enhance learning efficiency and generalization ability, and reduce computational complexity.(4) The GWO-ELM algorithm integrates grey wolf optimizer with extreme learning machine, providing a fast and adaptive solution for time-series prediction with reduced overfitting and improved efficiency.(5) The overall combined model can efficiently and stably process large amount of data while ensuring high accuracy.…”
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Advanced State-of-Health Estimation for Lithium-Ion Batteries Using Multi-Feature Fusion and KAN-LSTM Hybrid Model by Zhao Zhang, Runrun Zhang, Xin Liu, Chaolong Zhang, Gengzhi Sun, Yujie Zhou, Zhong Yang, Xuming Liu, Shi Chen, Xinyu Dong, Pengyu Jiang, Zhexuan Sun

“…By enhancing dynamic modeling capabilities and capturing long-term temporal associations, experimental results demonstrate that the method achieves highly accurate SOH estimation under various charging conditions, with low mean absolute error (MAE) and root mean square error (RMSE) values and a coefficient of determination (<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msup><mi>R</mi><mn>2</mn></msup></semantics></math></inline-formula>) exceeding 97%, significantly improving prediction accuracy and efficiency.…”
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Methodology for assessing the social effectiveness of exhibition activity by Yu. V. Vorontsova, D. S. Garbuz

“…Improving the exhibition activity efficiency is a rather complex and multi-purpose task that requires taking into account many factors and using various methods and tools. …”
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Measurement of Maize Leaf Phenotypic Parameters Based on 3D Point Cloud by Yuchen Su, Ran Li, Miao Wang, Chen Li, Mingxiong Ou, Sumei Liu, Wenhui Hou, Yuwei Wang, Lu Liu

“…Field validation demonstrated that the method achieves 99%, 86%, and 97% accuracy for PH, LW, and LA estimation, respectively, enabling rapid automated measurement during critical growth phases and providing an efficient solution for maize cultivation automation.…”
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An effective algorithm to identify the miscibility gap in a binary substitutional solution phase by Fu T., Du Y., Zheng Z.-S., Peng Y.-B., Jin B., Liu Y.-B, Du C.-F., Liu S.-H., Shi C.-Y., Wang J.

“…In the literature, no detailed description is reported about how to detect if a miscibility gap exists in terms of interaction parameters analytically. In this work, a method to determine the likelihood of the presence of a miscibility gap in a binary substitutional solution phase is proposed in terms of interaction parameters. …”
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Exploring the Moderating Effect of Well-Being on Job Crafting and Retention Outcomes of Healthcare Workers in the Nigerian Healthcare System by Nancy Tongo, Anthonia Adeniji, Odunayo Salau, Oluwakemi Onayemi, Oluwatoyin Adesanya

“…The population of the study comprised all doctors and nurses in the secondary category of public hospitals in Lagos State, with a sample size of 725 determined using Morgan Sample Size Determination Table. …”
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AI-powered segmentation of bifid mandibular canals using CBCT by Ismail Gumussoy, Kardelen Demirezer, Suayip Burak Duman, Emre Haylaz, Ibrahim Sevki Bayrakdar, Ozer Celik, Ali Zakir Syed

“…Materials and methods CBCT data were screened to identify patients with clearly visible bifid canal variations, and their DICOM files were extracted. …”
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Fire Hazard Risk Grading of Timber Architectural Complexes Based on Fire Spreading Characteristics by Chong Wang, Zhigang Song, Jian Zhang, Lijiao Liu, Feiyang Zheng, Siqi Cao

“…The method is validated using a case study of a typical village in Yunnan Province. …”
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Ultrasonic-Assisted Extraction of Polysaccharides from <i>Schizochytrium limacinum</i> Meal Using Eutectic Solvents: Structural Characterization and Antioxidant Activity by Xinyu Li, Jiaxian Wang, Guangrong Huang, Zhenbao Jia, Manjun Xu, Wenwei Chen

“…These findings suggest that ultrasonic-assisted eutectic-solvent-based extraction is an efficient method for polysaccharide extraction while preserving antioxidant properties.…”
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Some aspects of synthesis of new 2-((5-furan-2-yl, 2-metylfuran-3-yl)-4-amino-1,2,4-triazole-3-ylthio)acetic acid esters by D. M. Danilchenko

“…The melting point was determined on an automatic device for determining the melting point. …”
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Evaluation of eco-friendly soil slope stabilization techniques for forest roads by using an Artificial Neural Network (ANN) by Kıvanç Yüksel, Neşe Gülci, Abdullah Emin Akay, Sercan Gülci

“…The ANN method achieved high accuracy in predicting sediment yield and it was concluded that the ANN can be used as an effective method to evaluate soil slope stabilization techniques.…”
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Synthesis of Antenna Arrays and Parasitic Antenna Arrays with Mutual Couplings by M. Thevenot, C. Menudier, A. El Sayed Ahmad, G. Zakka El Nashef, F. Fezai, Y. Abdallah, E. Arnaud, F. Torres, T. Monediere

“…A synthesis method to design multielement antennas with couplings is presented. …”
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Identification of glucomannan molecules derived from Porang (Amorphophallus muelleri Blume) flour by various purification process and the optical transparency by Ivan Rizoputra, Sriati Wahyudi, Sudarsono, Diky Anggoro, Niniek Fajar Puspita, Risdiana, Darminto

“…As a result, purification by soaking for 7 days is an efficient method to produce porang flour with low potassium oxalate monohydrate levels. …”
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The strategies of nutrient removal compounds from wastewater by using aquatic plants in the Green deal implementation by Larysa Sablii, Veronika Zhukova, Jakub Drewnowski

“…The aim of the study was to determine the efficiency of wastewater treatment from nitrogen compounds - ammonium, nitrite, nitrate, and phosphate - using Lemna minor and Spirogyra sp. in the context of the strategies toward Green Deal Implementation. …”
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Aspects of Thermal Protection of Machine-Building and Power Equipment: Application of Oxidation-Resistant Combined Nickel-Based Coatings by V. N. Varavka, O. V. Kudryakov, V. I. Grishchenko

“…A comparative analysis of the oxidation processes of the copper surface and the combined coating of the Mo-Ni-Cr system on a copper substrate was carried out using the methods of optical and electron microscopy, energy dispersive analysis, and precision determination of the growth parameters of oxide films.Results. …”
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Creating and sustainable development of specialized centers as a way to improve quality of medical care by V. I. Guzeva, O. V. Guzeva, V. V. Guzeva, D. O. Dukhanina, V. R. Kasumov

“…A clinical trial study included medical cases, assessment of neurological and somatic status, the study of seizure types and forms of the disease. Instrumental methods of examination were determined by EEG and MRI studies of the brain.Main results. …”
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Polymorphism of the gene GDF9 in sheep of Prikatun type of Altai Mountains breedand its correlation with indices of meat rate productivity by M. I. Selionova, N. A. Podkorytov

“…In recent decades in many countries of the world the development of sheep farming is determined by the efficiency of mutton production. One of the promising areas of selection improvement of sheep breeds of meat and meat &amp; wool productivity is an application of molecular-genetic methods. …”
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Improvement of the technology of installation of «pillows» under the foundation of CTS 10 / 0.4 kV kiosk type by M. V. Borodin, S. Yu. Zakharov, R. P. Belikov, V. I. Bobrovsky

“…The use of the data presented in the article on the number of reconstructed, newly installed and replaced 10 / 0.4 kV transformer substations will allow scientists and specialists to develop and propose new methods of reconstruction and construction technologies for various transformer substations, as well as determine the economic efficiency of new foundations for transformer substations. …”
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Mortgage lending targets of housing policy in Russia by A. N. Lozovskaya, M. A. Skorik

“…In  accordance with the aim, the authors set and solved the tasks  as  follows: – the main features, problems and trends are specified in  the development of housing constructions in the Russian Federation  and its subjects;– regional differentiation is estimated in the level of housing provision of population and in the changes in its living conditions,  taking into account the impact of crisis phenomena;– the intensity and directions are determined the of structural changes in the regional distribution of the total volume of housing;– the groups of the Russian regions are revealed, which are differed by the main characteristics of housing conditions of the population and by the scale and activity of housing construction;– the factors and criteria are considered of efficiency of housing property lending and a role of regional banks in this process;– the main problems are revealed, which constrain lending development in Russia.The results of the research are of practical importance for the Federal State Statistics Service in the course of monitoring of the  state of the housing complex at the regional level, as well as for  regional economic agencies in the development of programs for  support and development of the housing construction sector.…”
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Development prospects of youth-friendly clinics under healthcare reform by Yuliia Matvieieva, Salvin Paul, Tetiana Honchar

“…The study involved scientific research methods such as abstract-logical and system-structural analysis to determine the problems leading to the need for «youth-friendly» services; statistical and expert assessments methods to determine the number of visits to the «Youth-Friendly Clinic». …”
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