New Industrialization and Trends in Modernization of Belarusian Industry by Yu. V. Mialeshka

“…The methodological basis was the general scientific methods and principles of сognition, namely: the method of deduction and induction, the method of comparative analysis, historical approach. …”
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Color image hybrid noise filtering algorithm based on deep convolution neural network by Yongfei Yu, Yuanjian Yan

“…The experimental results show that the Peak Signal to Noise Ratio and structural similarity index values of the filtering algorithm designed in this study are higher than the two methods in the literature. The color image hybrid noise filtering model designed in this study has good filtering performance, good image cleanliness, and high filtering efficiency.…”
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Polymer-Dispersed Liquid Crystal Gas Sensor for Acetone Detection Using Correlated Laser Speckles by Xiaoquan Bai, Ning Bu, Yuxiang Yan, Yifei Ma, Mei Wang, Suotang Jia, Xuyuan Chen, Zhaomin Tong

“…This study reported a novel method for determining the acetone vapor concentration based on correlated laser speckles using polymer-dispersed liquid crystals (PDLCs). …”
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Ajwain honey loaded CeO2 nanocomposite for antioxidant, chemical sensors and photocatalysis studies by M. Mylarappa, S. Chandruvasan, K.S. Harisha, K.N. Shravana Kumara

“…The present study used a simple reflux method to efficiently produce eco-friendly ajwain honey (AH) loaded cerium oxide (CeO2) nanoparticles. …”
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A Framework for Coverage Path Planning of Outdoor Sweeping Robots Deployed in Large Environments by Braulio Félix Gómez, Akhil Jayadeep, M. A. Viraj J. Muthugala, Mohan Rajesh Elara

“…However, existing CPP methods often perform poorly in large environments, where such robots are typically deployed. …”
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Early Predictive Accuracy of Machine Learning for Hemorrhagic Transformation in Acute Ischemic Stroke: Systematic Review and Meta-Analysis by Benqiao Wang, Bohao Jiang, Dan Liu, Ruixia Zhu

“…The risk of bias was determined through the Prediction Model Risk of Bias Assessment Tool (PROBAST). …”
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A Forecasting Approach Combining Self-Organizing Map with Support Vector Regression for Reservoir Inflow during Typhoon Periods by Gwo-Fong Lin, Tsung-Chun Wang, Lu-Hsien Chen

“…The methods are applied to an actual reservoir watershed to determine the 1 to 3 h ahead inflow forecasts. …”
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Application of an improved LSTM model based on FECA and CEEMDAN VMD decomposition in water quality prediction by Jie Long, Chong Lu, Yiming Lei, Zhong Yuan Chen, Yihan Wang

“…Using dissolved oxygen (DO) as an example, the model reduced the Mean Absolute Percentage Error (MAPE) by 0.12% and increased the coefficient of determination (R2) by 0.20% compared to baseline methods. …”
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Optimisation Study of Investment Decision-Making in Distribution Networks of New Power Systems—Based on a Three-Level Decision-Making Model by Wanru Zhao, Ziteng Liu, Rui Zhang, Mai Lu, Wenhui Zhao

“…Initially, it systematically analyzes the new requirements imposed by the new power systems on distribution networks and establishes an investment index system encompassing four dimensions: “capacity, self-healing, interaction, and efficiency”. Next, the Pearson correlation coefficient is employed to screen key influencing factors, and in conjunction with the grey MG(1,1) model and the support vector machine algorithm, precise forecasting of the investment scale is achieved. …”
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Heat transfer enhancement of a solar air heater using capsule-shaped turbulators: a numerical analysis by N. Madhwesh, K. Vasudeva Karanth, Shiva Kumar

“…Abstract The development of a laminar sublayer inside the channel of the solar collector results in a poor heat transfer coefficient. Adding artificial roughness to the absorber plate in the form of turbulators is an effective and promising method of increasing heat transmission by interrupting the laminar sublayer. …”
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Spectral Estimation of Chlorophyll for Non-Invasive Assessment in Apple Orchards by Andrea Szabó, János Tamás, Attila Nagy

“…The coefficient of determination (R²) was used to compare the strength of the regression models, and the Root Mean Square Error (RMSE), Normalized Root Mean Square Error (NRMSE), Nash–Sutcliffe efficiency (NSE), Mean Absolute Error (MAE) and Mean Bias Error (MBE) functions were used to measure the accuracy of the estimator models. …”
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Quantitative Analysis of 3-Monochloropropane-1,2-diol in Fried Oil Using Convolutional Neural Networks Optimizing with a Stepwise Hybrid Preprocessing Strategy Based on Fourier Tra... by Xi Wang, Siyi Wang, Shibing Zhang, Jiping Yin, Qi Zhao

“…Under the optimal hyperparameter settings, calibration model achieved a determination coefficient (R²_C) of 0.9982 and root mean square error (RMSEC) of 0.0181 during validation, along with a 16% performance enhancement enabled by the stepwise hybrid preprocessing strategy. …”
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Nutritional Value of Glycerin for Pigs Fed a Mixture or an On-Top Diet by Rafaeli Gonçalves Leite, Alexandre de Oliveira Teixeira, Charles Kiefer, Ana Paula Silva Ton, Maicon Sbardella, Claudson Oliveira Brito, Leonardo Willian de Freitas, Anderson Corassa

“…The objective of this study was to determine the digestibility of glycerin through a mixture (MIX) or inserted on top of feed (ONTOP) using chromium indicator (Cr) and total collection (TC) methods. …”
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Hyperspectral imaging for one-step growth simulation of Brochothrix thermosphacta in chilled beef during storage by Xiaohua Liu, Binjing Zhou, Jin Song, Kang Tu, Jing Peng, Weijie Lan, Jing Xu, Jie Wu, Juqing Wu, Leiqing Pan

“…Consequently, Model Ⅰ showed the best ability to predict the microbial loads of B. thermosphacta, with the coefficient of determination (Rv2) and root mean square error in internal validation (RMSEV) of 0.921 and 0.498 (lg (CFU/g)). …”
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A Feedback Analytic Algorithm for Maximal Solar Energy Harvesting of InP Stepped Nanocylinders by Dan Wu, Zhiyang Lu, Jing Tan, Tao Lin, Yajing Liu, Kai Wang

“…The algorithm estimated maximum J_sc had tolerances of under 1.8% for all scenarios, which, when compared to simulations, shows that this analytical method offers a practical and efficient means to direct the design of high-performance InP SNC arrays solar cells.…”
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Alterations in Suitable Cultivation Area for <i>Scutellaria baicalensis</i> under Future Climatic Scenarios in China: Geodetector-Based Prediction by Yuanyuan Yin, Jing’ai Wang, Wensheng Zhang, Benfeng Yin, Jixia Huang, Zijing Zhang

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Green synthesis, spectroscopic characterization, and biological studies of some fluoroimine-based oxovanadium(V) complexes by Nighat Fahmi, Naveen Sharma, Yogeshwari Satyawana, Sarita Beniwal, Shivansh Bhatnagar

“…Abstract Background In the realm of inorganic synthesis, the adoption of green chemistry principles has led to the utilization of "Microwave-assisted synthesis" as an energy-efficient methodology. Microwave irradiation, offering clean, cost-effective, and safe heating, outperforms traditional methods, resulting in more efficient reactions and higher yields. …”
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Combining ability and heterosis for some canola characteristics sown on recommended and late planting dates using biplot by Hassan AMIRI OGHAN, Farnaz SHARIATI, Naser SABAGHNIA, Bahram ALIZADEH, James MILLNER, Amir Hossein SHIRANI RAD, Majid GHOLAMHOSEINI

“…Canola (Brassica napus L.) is one of the most efficient oil-producing crops in arid and semi-arid regions of the world. …”
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Priority development areas as a tool for enterprises support in Russian monotowns by S. G. Beleva, V. V. Veterinarov, G. S. Kozlyakov, O. V. Suchkova

“…Resident status is determined by the gains in the company’s revenue for the two previous periods (the coefficients are significant in all specifications at the 5% level). …”
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The Persian Version of the Nottingham Leisure Questionnaire: Translation, Cultural Adaptation, and Psychometric Properties by Majid Farhadian, Mitra Khalafbeigi, Malahat Akbarfahimi, Peyman Abharian, Farzaneh Yazdani, Ali Shoaei

“…Face and content validity were assessed by determining the impact score of the item, content validity ratio, and content validity index methods. …”
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