Robust Photovoltaic Power Forecasting Model Under Complex Meteorological Conditions by Yuxiang Guo, Qiang Han, Tan Li, Huichu Fu, Meng Liang, Siwei Zhang

“…Experimental results demonstrate that the proposed model exhibits superior robustness across multiple evaluation metrics, including coefficient of determination, mean square error, mean absolute error, and root mean square error, with comparatively low latency. …”
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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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RESULTS OF TREATMENT OF PATIENTS WITH FULL ABSENCE OF TEETH PROSTHESIS MADE BY THERMOPLASTIC MATERIAL «DEFLEX ACRYLATO» by V.S. Kuz, V.N. Dvornyk, G.M. Kuz`, G.N. Balia, I.N. Martinenko

“… One of the most important criteria of assessing of the quality manufactured prostheses and the functional state of dentoalveolar system is restoration of the degree of chewing efficiency. Chewing efficiency is determined by the help of classical methods, and by the help of modern technologies and mostly depends on the quality of the manufactured structures. …”
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RAW RESOURCES’ FORMATION RESEARCH IN THE BUSINESS PROCESS OF RUBBER PRODUCTION by V. V. Aleshchenko, I. A. Eychler

“…Moreover, the importance of studying the information space is highlighted, in which the formation of business processes is displayed.Materials and methods. The research of the influence of information space on the formation of business processes for the production of rubber is carried out on the basis of such methods as the analysis of industry statistics, the study of legal acts that determine various aspects of the functioning of production and economic systems. …”
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An online clustering algorithm predicting model for prostate cancer based on PHI-related variables and PI-RADS in different PSA populations by Jiyuan Hu, Qi Miao, Jiayi Ren, Hongbo Su, Xianlu Zhang, Jianbin Bi, Gejun Zhang

“…Next, we determined optimal and customized PHI cut-off values, calculated NPV and PPV, and selected logistic regression as the best method among several machine-learning algorithms. …”
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Antiradical properties of peptides from hydrobionts by E. P. Karaulova, T. N. Slutskaya, E. V. Yakush

“…Scavenging effect on DPPH free radical was measured by Molyneux method and on ABTS radical – by the method proposed by Re et al. …”
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Analysis of risk factors for the prognosis of proliferative IgA nephropathy and construction of a prediction model by Zhu Feng-bo, Jiang Jun, Ren Wei

“…The adjustment parameter λ in LASSO regression was verified by 10-fold cross-validation method. The variables with the regression coefficient not equal to 0 corresponding to the λ value with the smallest deviation were included in the multivariate Logistic regression model. …”
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The changes in the amino and fatty acid profiles in the semifinished foodstuffs based on broiler meat and components of chicken eggs after different types of thermal treatment by I. L. Stefanova, L. V. Shakhnazarova, A. Yu. Klimenkova, I. M. Sorokina

“…The amino acid profiles were determined on Knauer analyzer; tryptophan by standard method. …”
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International academic mobility through the prism of soft power theory by D. M. Kovba, E. G. Gribovod

“…Statistical reports and data from global rating systems were analysed and processed through the method of secondary data analysis. The coefficient of rank correlation of the relationship between the number of foreign students in the countries (included in the Top 30 of soft power) and indicators of the rating of the world universities was calculated according to Spirman’s rank correlation test.Results and scientific novelty. …”
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Genetic diversity and antimicrobial resistance of clinical Klebsiella pneumoniae isolates: An ISSR-PCR analysis by Poonamrani Mishra, Debasish Sahoo, Mahesh Chandra Sahu

“…Banding patterns were scored, and genetic relationships were determined using Jaccard's coefficient and the Unweighted Pair Group Method with Arithmetic Mean (UPGMA) to construct a phylogenetic dendrogram. …”
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Real-time Evaluation Model for Metro Station Passenger Flow Streamline Congestion State by SHI Pingcui, HU Hua, HAO Yanxi, FANG Yong, LIU Zhigang

“…Targeting dynamic information dissemination, the instantaneous congestion level classification criteria for a given station streamline is determined based on ant colony clustering algorithm, and the CRITIC method (an objective weighting approach) is used to determine the weights of streamline instantaneous congestion indicators. …”
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Correlation between calculated and measured values of gamma dose rate in air in forests contaminated with ¹³⁷Cs: the remote period after the Chernobyl accident by Valery P. Ramzaev, Anatoly N. Barkovsky

“…In this paper, these data were used to calculate the air kerma rate using a method taken from literature. In addition, at the sites of soil sampling, ambient dose equivalent rate in air was measured, and the contribution of 137Cs to the total gamma dose rate was determined with a field gamma spectrometer-dosemeter. …”
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Validity and reliability of a novel 3D scanner for assessment of the shape and volume of amputees' residual limb models. by Elena Seminati, David Canepa Talamas, Matthew Young, Martin Twiste, Vimal Dhokia, James L J Bilzon

“…Mean percentage error of the Artec Eva scanner (validity) was 1.4% of the criterion volumes. Correlation coefficients between the Artec Eva and the Romer determined variables were higher than 0.9. …”
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Research on the Stability Prediction and Optimization of CNC Milling Based on Bagging–NSGAⅡ Under the Influence of Multiple Factors by Congying DENG, Qian YOU, Yang ZHAO, Lijun LIN, Guofu YIN

“…Considering these multiple influencing factors, herein, a method is proposed to predict the milling stability and determine optimal machining parameters based on a bootstrap aggregating (bagging) procedure and the non-dominated sorting genetic algorithm–Ⅱ (NSGA–Ⅱ). …”
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Mechanisms and equation improvement for gas seepage in coal seams around boreholes subjected to high-pressure CO2 foam fracturing by Mingkun PANG, Tianyu ZHANG, Hongyu PAN, Xianfeng SONG, Shan WU, Tianjun ZHANG

“…ObjectiveThe special low-porosity, low-permeability structures of high-gas-content coal seams restrict efficient gas drainage. To address this issue, this study accurately determined the seepage parameters of annularly fractured coals around boreholes subjected to CO2 foam fracturing to enhance both the design accuracy of boreholes for gas pre-drainage from coal seams and gas drainage efficiency. …”
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Hydraulic characterization of field drip irrigation by D. Chamba, S. Zubelzu, L. Juana

“…The results shown that it is possible to determine the discharge curve and the manufacturing coefficient of variation with an accuracy similar to that of the standardised method, being able to be more representative that in the real facility. …”
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Validation of the Russian-language version of Ankylosing Spondylitis Quality of Life (ASQoL) questionnaire by L. D. Vorobyova, T. V. Dubinina, A. O. Sablina, A. B. Demina, E. V. Ilinykh, K. V. Sakharova, I. A. Andrianova, T. V. Korotaeva, L. V. Ivanova

“…Assessment of patient reported outcomes included an assessment of spinal pain, night spinal pain, spinal pain during the day using a numerical rating scale, patient’s global assessment of health, assessment of functional status using BASFI index and health related quality of life (HRQoL) using EQ-5D, SF-36 and ASQoL questionnaires. To determine reliability of ASQoL questionnaire, a test-retest analysis and determination of internal consistency by calculating the Cronbach's α coefficient were used. …”
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