Inversion algorithm of black carbon mixing state based on machine learning by Z. Tian, Z. Tian, J. Wang, J. Wang, J. Wang, J. Wang, C. Liu, C. Liu, J. Xing, J. Wang, J. Wang, Z. Zhang, Z. Zhang, Y. Jin, Y. Jin, S. Shen, S. Shen, B. Wang, B. Wang, W. Nie, W. Nie, X. Huang, X. Huang, A. Ding, A. Ding

“…Our model achieves high accuracy for both particle size inversion and optical cross-section inversion of BC-containing particles, with a coefficient of determination <span class="inline-formula"><i>R</i>²</span> higher than 0.98. …”
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Rational Possibility of Generating Power Laws in the Synthesis of Cam Mechanisms by B. I. Paleva-Kadiyska, R. А. Roussev, V. В. Galabov

“…Introduction.The generation of polynomial power laws of motion for the synthesis of cam mechanisms is complicated by the need to determine the coefficients of power polynomials. The study objective is to discover a rational capability of generating рower law swith arbitrary terms number under s with an rbitrary number of terms under the synthesis of cam mechanisms.Materials and Methods.A unified formula for determining the values of coefficients of power polynomials with any number of integers and/or non-integer exponents is derived through the so-called transfinite mathematical induction.  …”
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Economic assessment of energy consumption and greenhouse gas emissions from wheat production in Ardabil provience by Jabraeil Taghinazhad, َAdel Vahedi, Fayaz Ranjbar

“…Material and methods: This study was carried out in Ardabil province of Iran. …”
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Structural Tectonic Scheme Creation Based on Seismic-Gravity Models and Isostasy Usage: Ural Case by Martyshko Petr, Ladovskii Igor, Byzov Denis, Tsidaev Aleksandr

“…Coefficients of the “density-velocity” correlation formulas for a number of geo-traverses were defined. …”
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Machine Learning Forecasting of Commercial Buildings’ Energy Consumption Using Euclidian Distance Matrices by Connor Scott, Alhussein Albarbar

“…By integrating custom-built models with existing energy data, the method applies calculated weighting through a distance matrix and accuracy coefficients to generate reliable forecasts. …”
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INCREASING THE INVESTMENT ATTRACTIVENESS OF THE AGRICULTURAL SECTOR IN RUSSIA by V. A. Tsvetkov, A. A. Shut’kov, M. N. Dudin, N. V. Lyasnikov

“…The purpose of the article is to determine the main directions of increasing the investment attractiveness of the agricultural sector in the Russian Federation.We used the following methods: a content analysis of the legal framework and scientific publications on the investment attractiveness of the agricultural sector, economic, statistical, and econometric analysis of the dynamics of the industry using special software applications (STATISTICA package).Over the past three years, the dynamics of investment in fixed capital in the agricultural sector is steadily increasing, but the volume of loans attracted is almost twice as high as the volume of investment (hence, loans are attracted to solve current problems). …”
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Processing of orthogonal frequency-compensated signals transmitted via communication channels with fading by V. P. Tuzlukov

“…Thus, the classical methods for determining the generating function of moments can be directly used to determine the exact mathematical representation of the probability of error receiving signals for various types of modulation and diversity of signals.…”
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Correlation between self-concept and academic achievement of students by Zohre Salmalian, Ehsan Kazemnezhad Leili

“…Methods: This is a cross-sectional descriptive &ndash; analytical study. …”
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The Property of the <i>Gaia</i> Celestial Reference Frame 3 (<i>Gaia</i>-CRF3) by Guangyi Liu, Sufen Guo

“…This study assesses the properties of <i>Gaia</i>-CRF3 by uniformly sampling Active Galactic Nuclei (AGN) sources from <i>Gaia</i> DR3 using two methods: Fibonacci grid sampling and HEALPix pixel sampling. …”
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Features of the Concrete Structure of the Structural Element Made by Additive Technology by O. V. Kabantsev, A. V. Karlin

“…The results obtained can be used in the development of methods for experimental studies of effective mechanical characteristics of concrete, as well as in studies to determine the coefficients of concrete working conditions in structures made using additive technology.…”
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Providing a model of consumer behavior in creating brand attachment with an emphasis on the packaging component of food industry companies by maziar Ghasemzadeh Sangroudi, karim hamdi, SHADAN VAHABZADEH MUNSHI

“…As shown in Table 3, the coefficients obtained in both methods were higher than the threshold of 0.6; therefore, the reliability and validity of the interviews are confirmed. …”
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DETERMINAÇÃO DAS ISOTERMAS DE ADSORÇÃO E DO CALOR DE SORÇÃO DE FARINHA DE BABAÇU COMERCIAL by Elys Nayanne Vieira Matos, Romildo Martins Sampaio, Maria do Livramento de Paula

“…The selection of the best model was based on the coefficient of determination and chi -square test. All tested models showed good fits in the temperatures studied. …”
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Echocardiographic Screening for Transcatheter Edge-to-Edge Mitral Valve Repair: Correlation Between Transthoracic and Transesophageal Assessment by Michela Bonanni, Fausto Pizzino, Giovanni Benedetti, Rosangela Capasso, Rachele Manzo, Giuseppe Iuliano, Giancarlo Trimarchi, Andreina D’Agostino, Umberto Paradossi, Alessia Gimelli, Sergio Berti, Massimiliano Mariani

“…The correlation between TTE and TOE for key parameters was strong, with coefficients ranging from 0.734 to 0.901, indicating high agreement between the two methods. …”
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An Unsupervised Learning Approach for Coal Spontaneous Combustion Warning Level Classification Using t-SNE and k-Means Clustering by Pengyu Zhang, Xiaokun Chen

“…The clustering results of the original data were compared with Principal Component Analysis (PCA) and Stochastic Neighbor Embedding (SNE) methods to determine coal spontaneous combustion warning levels. …”
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Identifying Big Five Personality Traits through Controller Area Network Bus Data by Yameng Wang, Nan Zhao, Xiaoqian Liu, Sinan Karaburun, Mario Chen, Tingshao Zhu

“…For these five personality trait dimensions, the coefficients of determination of effective predictive models were between 0.19 and 0.74, the root mean squared errors were between 2.47 and 4.23, and the correlations between predicted scores and self-reported questionnaire scores were considered medium to strong (0.56–0.88). …”
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Boosting physical education performance: how attitude and motivation instruments impact student success by Ugi Nugraha, Retni Sulistiyoning Budiarti, Ely Yuliawan

“…The research utilised various analytical techniques, including correlation analysis, prerequisite tests (normality and linearity tests), descriptive statistical analysis, and hypothesis testing (simple correlation, multiple correlation, significance tests—F-tests, and coefficients of determination). Findings/Results: The findings reveal a positive and significant relationship between attitude, motivation, and the PE learning outcomes of high school students in Jambi City. …”
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Enhanced early detection of dysarthric speech disabilities using stacking ensemble deep learning model by Jagat Chaitanya Prabhala, Ravi Ragoju, Venkatanareshbabu Kuppili, Christophe Chesneau

“…Unlike conventional stacking methods that use fixed meta-classifiers, this study employs a Genetic Algorithm (GA)-based optimization strategy to dynamically determine optimal weight contributions of the base models, enhancing classification robustness and adaptability.The preprocessing pipeline converts speech signals from the time domain to the frequency domain by using a Short-Time Fourier Transform (STFT). …”
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Optimum System Design Using Rough Interval Multi-Objective De Novo Programming by Iftikhar Hussein, Hegazy Zaher, Naglaa Ragaa Saeid, Hebaa Sayed Roshdy

“… The Multi-objective de novo programming method is an effective tool to deal with the optimal system design by determining the optimal level of resources allocation (RA) to improve the value of the objective functions according to the price of resources (the conditions are certainty). …”
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DIFFERENTIAL DIAGNOSIS OF TEMPOROMANDIBULAR DISORDERS WITH THE USE OF DEVELOPED COMPUTER PROGRAM TO DEFINE THE INDIVIDUAL RISK OF THEIR DEVELOPMENT by A.D. Telishevska

“…To identify the possibilities for differential diagnosis of temporomandibular disorders using a computer program to determine the individual risk of TMD. Materials and methods. …”
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Installation for measuring of temporal and power spectrums of γβ (e+e0)-coincidences by V. T. Kupryashkin, . F. Mitrokhovich

“…It is described special installation for measuring of double and triple coincidences γ-quanta and β-particles with lowenergy electrons (including the eo-electrons of second electronic emission near-zero of energy) – (γ, β)(e, eо)- coincidences, containing two unthreshold detectors of electrons on the base micro channel plates and one detector γ-quanta (Ge(Li) or NaJ(Tl)), which is aimed for the determination of internal conversion coefficients on eo-electrons from radiation vacancy by proper measuring methods and also for the research on eo-electrons “shake off” effects upon β-decay. …”
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