Machine Learning with Administrative Data for Energy Poverty Identification in the UK by Lin Zheng, Eoghan McKenna

“…Energy poverty continues to be a critical challenge, and this requires efficient and scalable identification methods to support targeted interventions. …”
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Design and predict the potential of imidazole-based organic dyes in dye-sensitized solar cells using fingerprint machine learning and supported by a web application by Mohamed M. Elsenety

“…Traditional experimental methods are time-consuming and resource-intensive, making it challenging to screen a large number of potential dyes. …”
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Optimal Planning of Wind-Based DG: A Two-Stage Approach Linking Penetration Factor, Turbine Type Selection, Capacity, and Power Factors to Minimize Line Losses by Sina Saboktakin, Tarek Medalel Masaud, Ehab F. El-Saadany

“…The growing penetration of wind energy into power distribution networks necessitates advanced planning models to ensure efficient integration and improved network operation. …”
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Modeling optimal combination of breast and cervical cancer screening strategies in China by Xuewei Liu, Yanbo Wang, Bei Gao, Xinlin Lu, Yuan Wang, Wenli Lu

“…Therefore, we aimed at assessing the efficiency of different combined screening strategies for breast and cervical cancers under different budgets in China. …”
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Preparation of KOH-Modified Rice Husk Char via Heat Treatment for Effective Removal of Pb2+ by Shah Rukh Khan, Ali Khan, Asif Ali, Yoshiro Tahara, Michiaki Matsumoto

“…The Pb2+ adsorption efficiency was determined to be 95.9% under the optimized conditions. …”
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Study on climatic quality evaluation technology of Dali Dongzao in Shaanxi based on meteorological factors by SHEN Jiaojiao, DANG Chaoqi, ZHANG Yuefan, GUO Qi, WANG Jingzhong

“…The establishment of climate quality evaluation model of Dali Dongzao could provide technical guidance for objective evaluation and prediction of the climate quality of Dali Dongzao, which would be of great significance for improving the quality of the fruit and enhancing the market competitiveness. [Methods] Based on the daily meteorological data of Dali from 1991 to 2024 and years of quality inspection results, the key growth stages and weight coefficients affecting the climate quality of Dali Dongzao were determined by field investigation and expert decision method. …”
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The issue of sustainable land use in Ukraine taking into account the consequences of the war by Liudmyla Datsenko, Svitlana Titova, Marharyta Dubnytska, Oksana Kustovska

“…In our opinion, this can happen thanks to the deepening of the theoretical, methodological and methodical foundations of the rational use of land resources (the synthesis method), and optimization of the economic, social and ecological components of land use on the basis of their expansion at the expense of the institutionalization component (deduction method), which in turn will contribute to increasing the socio-economic efficiency of the use and reproduction of the productive potential of Ukraine’s lands in the post-war period (system approach). …”
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Modeling Marine Geoid in the China Seas and Its Adjacent Ocean Based on Satellite Altimeter-Derived Gravity Anomaly Model by Huiying Zhang, Xin Liu, Zhen Li, Xiaotao Chang, Heping Sun, Hui Li, Jinyun Guo

“…The Stokes formula is employed in this study to construct the geoid model, while the two-dimensional fast Fourier transform convolution in planar coordinate is utilized to enhance computational efficiency. Additionally, the remove-computer-restore method is applied during the calculation process. …”
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Circle Detection with Adaptive Parameterization: A Bottom-Up Approach by Lin Han, Yan Zhuang, Ke Chen, Yuhua Xie, Guoliang Liao, Guangfu Yin, Jiangli Lin

“…Notably, the framework maintains robust detection capability (Fscore = 85%) under extreme noise conditions (50% Gaussian noise contamination), maintaining superior performance relative to comparative methods. The adaptive parameterization strategy provides insights for developing vision systems that bridge computational efficiency with human perceptual robustness.…”
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Solving of the Workspace Boundary of Planar Parallel Mechanism based Modified PSO Algorithm by Ji Fangfang Zhao Xin

“…A new method for determining the workspace boundary of planar parallel mechanism by using improved particle swarm optimization (MPSO) algorithm is proposed. …”
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Multi-Level Thresholding Based on Composite Local Contour Shannon Entropy Under Multiscale Multiplication Transform by Xianzhao Li, Yaobin Zou

“…Existing approaches predominantly rely on metaheuristic optimization algorithms, which frequently encounter local optima stagnation and require extensive parameter tuning, thereby degrading segmentation accuracy and computational efficiency. This paper proposes a Shannon entropy-based multi-level thresholding method that utilizes composite contours. …”
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Cost-effectiveness of comparative survey designs for helminth control programs: Post-hoc cost analysis and modelling of the Kenyan national school-based deworming program. by Mark Minnery, Collins Okoyo, Grace Morgan, Andrew Wang, Olatunji Johnson, Claudio Fronterre, Antonio Montresor, Suzy J Campbell, Charles Mwandawiro, Peter Diggle

“…We micro-costed a survey of STH and schistosomiasis in Kenya, and linked results to precision estimates of competing survey methods to compare cost-efficiency.<h4>Methods</h4>Costs from a 2017 Kenyan parasitological survey were retrospectively analyzed and extrapolated to explore marginal changes when altering survey size, defined by the number of schools sampled and the number of samples taken per school. …”
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Optimization procedure for conformance control by Konstantin M. Fedorov, Rodion M. Ganopolsky, Alexander Ya. Gilmanov, Alexander P. Shevelev

“…Currently, due to the significant share of reservoirs with high water cut, it is relevant to use methods that allow reducing the rate of production water cut increase. …”
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System characteristics of the publishing process by Ю. О. Морщавка

“…The methodological basis of the paper is the complex of methods, including methods of scientific cognition, analysis and synthesis, systematization and scientific abstraction. …”
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The Impact of ESG Factors on Asset Returns: Empirical Research by O. V. Efimova, M. A. Volkov, D. A. Koroleva

“…The subject of the research is the assessment of Investment decision-making efficiency considering the sustainable development requirements. …”
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Utilization of Machine-Learning-Based model Hybridized with Meta-Heuristic Frameworks for estimation of Unconfined Compressive Strength by She Wang, Qi Zhang

“…After a great deal of effort and growing investment in time, the proper adoption of machine learning methods, especially the radial basis function (RBF), opens a route to promising alternatives against empirical methods for better real-time prediction of UCS. …”
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Legal Status of Doctoral Students and Scientific Consultants: Problems and Possible Solutions by S. M. Rukavishnikov

“…Taking into account the critical role of doctoral studies in the training of researchers of the highest level of qualifications who have an academic degree of Doctor of Science, as well as the current regulations and the specifics of training in doctoral studies, the totality of rights, responsibilities and guarantees provided to doctoral students and scientific consultants requires consideration and critical assessment.Materials and Methods. The use of methods of formal legal analysis, coupled with consideration of the positions of researchers on the issues of improving the system of state scientific certification, made it possible to identify a number of positions that require clarification in regulatory legal acts, or are not regulated at all, despite their high importance in creating conditions for the preparation of research in doctoral studies.Analysis. …”
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Reduction of Active Power Loss at 110/220 kV Node Substations Using Fuzzy Controller by Krysanov V.N., Burkovsky V.L., Danilov A.D.

“…Currently, the evaluation of real static characteristics of the load is determined generally by the following methods: computational, ana-lytical, passive and active experiments. …”
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Business Ecosystem Finance: Modern Agenda and Challenges by I. M. Stepnov, J. A. Kovalchuk

“…The objectives of this research are defined as clarifying the need to include financing functions in the toolkit of emerging industrial business ecosystems and revealing the possibilities of using selected financing methods. The methods of research, on the one hand, are based on the emerging theory of ecosystems, which develops both as a firm’s theory and as ecosystem management, and on the other hand, on a new concept that can be formulated as a fusion of finance, industrialization and digitalization. …”
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USAGE OF HIGH-QUALITY ENGINE OILS WITH EXTENDED REPLACEMENT INTERVALS: FEATURES OF THE EQUIPMENT OPERATION by N. Y. Machekhin, I. I. Shirlin, S. V. Pashukevich

“…The aim of the paper is to show the features of the equipment operation with significant intervals of the engine oils’ replacement in order to increase the efficiency of its usage. The paper presents data on the features of the equipment operation when using high-quality motor oils with extended replacement intervals.Materials and methods. …”
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