Experimental and simulation study on the deformation behavior, mechanical properties and microstructure of Ti–6Al–4V alloy wires fabricated by hot drawing by Zhijie Gao, Yaozong Mao, Zhiqiang Zhang, Chunguang Bai, Li Zhou

“…In this study, a combined experimental and simulation method was proposed to determine the friction coefficient involved in wire drawing processes. …”
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A study on the prediction of mountain slope displacement using a hybrid deep learning model by Yuyang Ma, Xiangxiang Hu, Yuhang Liu, Yaya Shi, Zhiyuan Yu, Xinmin Wang, Liangbai Hu, Shuailing Liu, Dongdong Pang

“…On the long-term prediction task at station JC03, it achieves a 37.9% reduction in Root Mean Square Error (RMSE), a 32.4% decrease in Mean Absolute Error (MAE), and a 4.6% increase in the coefficient of determination (R2) compared to the baseline LSTM. …”
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The Role of Perceived Stress and Social Support among Predicting Anxiety in Pregnant Women by Sajjad Basharpoor, Hadis Heydarirad, Seyed Javad Daryadel, Fazeleh Heydari, Hossein Ghamari Givi, Jugal Kishore

“…Materials and Methods: This is a descriptive-analytical study with correlational design. …”
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Relationship of Health Literacy with Knowledge and Attitude toward the Harms of Cigarette Smoking among University Students by Rahman Panahi, Ali Ramezankhani, Mahmoud Tavousi, Amine Koosehloo, Shamsodin Niknami

“…Materials and Methods: This cross-sectional and correlational study was conducted on 340 dormitory students of Shahid Beheshti University of Medical Sciences, Tehran, Iran, in 2016. …”
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Predictive Model of Granular Fertilizer Spreading Deposition Distribution Based on GA-GRNN Neural Network by Lilian Liu, Guobin Wang, Yubin Lan, Xinyu Xue, Suming Ding, Huizheng Wang, Cancan Song

“…The results show that the prediction accuracy and training effect of the GA-GRNN model are better than those of the GRNN, with a coefficient of determination of 0.839, and that the results of the GA-GRNN model are closer to the actual data when predicting the effective amplitude of the deposition amount, which is more accurate. …”
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The Results of the Study of the Relationship between Viscosity and Mechanical Strength of Bleached Hardwood Kraft Pulp by Tatiana A. Koroleva, Vasily V. Medvedev, Yuri V. Pomelov

“…Since it takes no more than 2 hours to determine the viscosity of a solution of high-molecular polymers, and 8–10 hours to obtain standard mechanical strength characteristics, viscosity analysis can be considered an express method that provides information on the mechanical strength of a semi-finished product. …”
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Combining miRNA concentrations and optimized machine-learning techniques: An effort for the tomato storage quality assessment in the agriculture 4.0 framework by Seyed Mohammad Samadi, Keyvan Asefpour Vakilian, Seyed Mohamad Javidan

“…As expected, the results showed rather poor values of the coefficient of determination (R2) of the artificial neural network (ANN), support vector machine (SVM), and random forest (RF) with pre-adjusted values for their hyperparameters. …”
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Identifying potential sites for artificial groundwater recharge using GIS and AHP techniques: A case study of Erbil basin, Iraq by Omeed Al-Kakey, Arsalan Othman, Broder Merkel

“…Lastly, the resulting map of the potential groundwater recharge zones is verified using static water level data, where the coefficient of determination (R2) achieved a satisfactory result (0.73). …”
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A Study on Hyperspectral Soil Moisture Content Prediction by Incorporating a Hybrid Neural Network into Stacking Ensemble Learning by Yuzhu Yang, Hongda Li, Miao Sun, Xingyu Liu, Liying Cao

“…The relative prediction deviation (RPD), root mean square error (RMSE), and coefficient of determination (R²) on the test set are 4.577, 0.227, and 0.952, respectively. …”
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Genetic Diversity of Marrubium Species from Zagros Region (Iran), Using Inter Simple Sequence Repeat Molecular Marker by N. Salehi, N. Kharazian, B. Shiran

“…Moreover, a data matrix was designed to estimate genetic parameters. To determine the genetic structure and taxonomic status, analysis of molecular variance, clustering analysis with UPGMA (Unweighted Pair Group Method Average) and the Jaccard similarity coefficient were estimated using NT-SYS-pc and Gene Alex software. …”
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How to map soil organic carbon stocks at field scale in South Africa? by Willie Herman Cloete, Gerhard du Preez, George Munnik Van Zijl

“…To address this gap, the study aimed to determine whether conventional mapping using ordinary kriging (OK) or digital soil mapping (DSM) with machine learning (ML) could be used for mapping SOCS at a field scale in South Africa. …”
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Evaluating Inter-Rater Reliability: Transitioning to a Single Rater for Marking Modified Essay Questions in Undergraduate Medical Education by Shahid Hassan, Malanashita Ganeson, Ismail Abdul Sattar Burud

“…Current study explores the possibility of assigning a single assessor to mark the students' performances in MEQ based on statistically drawn evidence in the clinical phase of the MBBS program at a private medical school in Malaysia. A robust evaluation method was employed to determine whether to continue with two raters or shift to a single-rater scheme for MEQs, using the Discrepancy-Agreement Grading (DAG) System for evaluation. …”
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Effect of Two Different Penetration Depths of Micro-osteoperforation on the Rate of Orthodontic Tooth Movement: A Prospective Clinical Study by Abhay Kumar Jain, Shresthaa Singh, Parul Priya, Nishita Garg, Abhishek Kumar, Monalisa Goswami

“…Randomization for determination of the experimental side and depth of perforations was done using sealed envelopes. …”
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STUDY OF BAICALIN HYDROLYSIS KINETICS IN THE PROCESS OF ITS EXTRACTION FROM SCUTELLARIA BAICALENSIS GEORGI ROOTS by N. N. Boyko, D. I. Pisarev, E. T. Zhilyakova, A. Yu. Maljutina, O. O. Novikov, M. A. Bocharnikova

“…The experimental points of dependency of baicalin concentration in the extract on the time of extraction for ethanol solutions with a concentration of 43 and 72% v/v are closely approximated by a linear equation in coordinates lnC=f(t). The value of determination coefficient is more than R²˃0,99. Half lifetime for baicalin has been calculated: for ethanol with the concentration of 43% v/v it is 4.3±0.7 hours, and for ethanol with the concentration of 72% v/v it is 42.3±1.8 hours.Conclusion. …”
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Relationship of Health Literacy and Quality of Life in Adults Residing in Karaj, Iran by Rahman Panahi, Fershteh Osmani, Mehdi Sahraei, Somayeh Ebrahimi, Mohammadreza Shamsizadeh Nehadghashti, Erfan Javanmardi

“…Materials and Methods: This cross-sectional study was conducted among 256 adults aged 18 to 65 years in Karaj, Iran, 2016. …”
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The Relationship Between Nursing Students' Fear of Experiencing Violence and Their Level of Professional Motivation by Serhan Şahinli, Merve Bat Tonkuş

“…Method: This study follows a descriptive and correlational design, and the data were collected from 172 nursing students enrolled at a private university in Istanbul, between January and October 2024. …”
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The Level of IgG to Coronavirus Infection among the Medical Institution Employees by M. A. Yunusova, E. S. Lutsenko, N. N. Tsapkova, A. Yu. Brazhnikov, T. S. Saltykova, V. S. Yudina

“…Antibodies were examined by ELISA; immunological method for determining IgG (test system – "Vector Best", semi-quantitative analysis). …”
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Investigations on Microstructure, Mechanical, and Wear Properties, with Strengthening Mechanisms of Al6061-CuO Composites by Subrahmanya Ranga Viswanath Mantha, Gonal Basavaraja Veeresh Kumar, Ramakrishna Pramod, Chilakalapalli Surya Prakasha Rao

“…Metal matrix composites (MMCs) reinforced with Copper Oxide (CuO) and Aluminum (Al) 6061 (Al6061) alloys are being studied to determine their mechanical, physical, and dry sliding wear properties. …”
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Problems associated with psychological barriers in general professional training of future doctors by Ya. T. Zhakupova, O. A. Shumakova, V. S. Chulkov, E. N. Serebryakova, V. A. Shumakov

“…The determination of individual characterological features was carried out using the character accentuation method by G. …”
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Study of electromagnetic processes in the system “contact network—electric locomotive” while reducing the minimum opening angle of the thyristors in the rectifier-inverter converte... by Yu. M. Kulinich, D. Yu. Drogolov

“…Their high convergence is confirmed by the calculation of the coefficient of determination R2. Calculations on the “contact network — electric locomotive” model show that compared with the standard scheme of the electric locomotive, where the minimum opening angle of the thyristors is α0 = 9° el., the decrease in the angle α0 to 4.5° el. leads to an almost twofold decrease in the amplitude of pre-switching voltage fluctuations and a small decrease in the amplitude of post-switching voltage fluctuations. …”
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