Impact Analysis of Planning and Design Elements on Urban Rail Transit Energy Consumption by GUO Yingjie, CHEN Xiaohong, LIU Haobing

“…[Objective] By establishing an energy consumption model for urban rail transit, the impact of planning and design elements on its energy consumption is analyzed, so as to guide the optimization of urban rail transit planning and design schemes from the perspective of low-carbon and energy conservation. [Method] Taking the train traction energy consumption per unit operating mileage and the power and lighting energy consumption of stations per unit time as dependent variables, and taking relevant planning and design elements, line operation, and passenger flow intensity as independent variables, the impact of planning and design elements on the energy consumption of urban rail transit is estimated through structural equation models and random coefficient models. …”
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Application of machine learning and genetic optimization algorithms for modeling and optimizing soybean yield using its component traits. by Mohsen Yoosefzadeh-Najafabadi, Dan Tulpan, Milad Eskandari

“…These data were used for predicting the total soybean seed yield using the Multilayer Perceptron (MLP), Radial Basis Function (RBF), and Random Forest (RF), machine learning (ML) algorithms, individually and collectively through an ensemble method based on bagging strategy (E-B). The RBF algorithm with highest Coefficient of Determination (R2) value of 0.81 and the lowest Mean Absolute Errors (MAE) and Root Mean Square Error (RMSE) values of 148.61 kg.ha-1, and 185.31 kg.ha-1, respectively, was the most accurate algorithm and, therefore, selected as the metaClassifier for the E-B algorithm. …”
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Extraction of Pavement Texture–Friction Surface Density Index Using High-Precision Three-Dimensional Images by Niangzhi Mao, Shihai Ding, Xiaoping Chen, Changfa Ai, Huaping Yang, Jiayu Wang

“…Finally, polynomial regression analysis was performed to examine the correlation between MTSAD and BPN, revealing a coefficient of determination (R²) of 0.8302. …”
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3D rock strength prediction by an innovative approach that integrates geostatistics with machine deep learning models by Hichem Horra, Ahmed Hadjadj, Elfakeur Abidi Saad, Khalil Moulay Brahim

“…The developed deep learning models achieved coefficient of determination values ranging from 0.9 to 0.99, demonstrating excellent predictive capability. …”
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Lethality of patients with rheumatoid arthritis depending on adalimumab administration: imitation modeling by D V Goryachev, Sh. F. Erdes

“…Material and methods. Model construction is based on the fact of lethality dependence on pt functional state assessed by HAQ. …”
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Mechanical Performance of Steel- Slag and Lime-Modified Asphalt Mixture: A Response Surface Approach by Daniel Oguntayo, Olumide Ogundipe, Oluwasegun Aluko, Olawale Aransiola

“… The Response Surface Methodology (RSM) is a collection of methods used to create various experiment designs, determine relationships between experimental variables and responses, and use these relationships to identify the ideal conditions. …”
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Predictors of Adoption of Smoking Preventive Behaviors among University Students: Application of Health Belief Model by Rahman Panahi, Ali Ramezankhani, Mahmoud Tavousi, Fereshte Osmani, Shamsaddin Niknami

“…The participants were selected using single-stage cluster sampling method. We utilized a researcher-made questionnaire based on HBM for data collection. …”
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High-intensity functional training: association of body fat with cardiorespiratory fitness by Brian Johan Bustos-Viviescas, Luis Alfredo Duran-Luna, Rony David Merchan Osorio, Arles Javier Ortega Parra, Andres Alonso Acevedo-Mindiola, Carlos Enrique Garcia Yerena

“…Method: Descriptive study of correlational type with quantitative approach and a sample at the convenience of 8 subjects, 4 men (age 21,75 ± 3,10 years; body mass 83,85 ± 13,98 kg; size 1,79 ± 0,08 m) and 4 women (age 26,00 ± 8,52 years; body mass 62,80 ± 5,99 kg; size 1,65 ± 0,04 m) experienced HIFT/CrossFit® practitioners; all of them volunteer participants who underwent the cardiorespiratory fitness assessment test and anthropometric characteristics assessment; the data from the study were analyzed with the PSPP statistical package, where Spearman's correlation coefficient and normality test (Shapiro-Wilk) were applied. …”
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Millimeter-Wave Reflectometry for Detecting Graphite Contamination in Titanium (Ti64) Powder Used in Additive Manufacturing (AM) by Jayaram Kizhekke Pakkathillam, Jessica Haack, Reza Zoughi

“…Crucially, the results of this investigation showed that graphite contamination levels as low as 0.0045% (percentage by weight) can be robustly detected by this method.…”
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Structure and properties of multilayer plasma Ti-Cu coatings by S.A. Guchenko, N.N. Koval, V.M. Yurov, O.V. Krysina, V.Ch. Laurinas, O.N. Zavatskaya

“…The coatings were deposited on the steel samples by the ionplasma method on the HNB-6.6I1 vacuum unit while simultaneously spraying the above cathodes. …”
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Influence of microalgae on the fatty acid composition of Artemia cysts in the conditions of lakes of Northern Kazakhstan by Zhanara Mazhibaeva, Saltanat Orazova, Tynysbek Barakbayev, Moldir Aubakirova, Kuanysh Isbekov, Moldrakhman Aidana

“…Phytoplankton sampling was carried out by the sedimentation method, and a camera analysis of the sample was carried out using a microscope. …”
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Exploiting the lubricating and anti-corrosive functionalities of graphite particles to improve the wear and corrosion resistance of the cobalt matrix by Mahshid Tafreshi, Soheil Mahdavi, Mir Saman Safavi

“…The tribological features of the layers were measured by the pin-on-disk method, and outcomes revealed a tremendous reduction in the coefficient of friction (COF) of the Co deposit, up to 80 %, upon the inclusion of the Gr particles in the coatings. …”
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Evaluating the Effect of Historical - cultural Tourism on Stable Development of Kerman by Baratali Khakpoor, Mohsen Kamandari, Fahimeh Shafiee

“…Cochran formula was used to determine the samples, 384. Besides, sampling procedures and questionnaires were randomly distributed. …”
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Monitoring Air Pollution Using Sentinel-5 Satellite Imagery: A Case Study of Razavi and South Khorasan Provinces by Fatemeh Kafi, Elham Yousefi, Mohammad Ehteram, Khosro Ashrafi

“…To investigate the overall ability of the TRPOPMI sensor to estimate atmospheric pollutants, the coefficient of determination (R²) was used. The results showed that the monitoring values using Sentinel-5 satellite images correlate at least 0.76% for CO, 0.85% for O3, 0.79% for NO2, and 0.78% for SO2 with the values monitored by air quality monitoring stations.…”
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Microdetection of Nucleocapsid Proteins via Terahertz Chemical Microscope Using Aptamers by Xue Ding, Mana Murakami, Jin Wang, Hirofumi Inoue, Toshihiko Kiwa

“…Here, we used the developed terahertz chemical microscope (TCM) to detect different concentrations of N protein in solution by immobilizing aptamers on a semiconductor substrate (sensing plate) and demonstrated that the terahertz amplitude varies as the concentration of N proteins increases, exhibiting a highly linear relationship with a coefficient of determination (R² = 0.9881), indicating that a quantitative measurement of N proteins is achieved. …”
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Correlation Between Sleep Disturbance and Agression on Childern With Autism Spectrum Disorder by Fany Nabila Fauziah, Nining Febriyana, Mira Irmawati, Maria Beatriz Yazbek David Ramires

“…Soetomo Regional General Hospital Surabaya. Methods: The research design used in this study is cross-sectional with a quantitative approach. …”
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Optimization of thermostable amylolytic enzyme production from Bacillus cereus isolated from a recreational warm spring via Box Behnken design and response surface methodology by Oluwaseun Abosede Adetiloye, Bamidele Ogbe Solomon, Japhael Abel Omolaiye, Eriola Betiku

“…A quadratic mathematical model with a coefficient of determination (R 2) of 0.9957 was established for the amylase production process. …”
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OCR-Stats: Robust estimation and statistical testing of mitochondrial respiration activities using Seahorse XF Analyzer. by Vicente A Yépez, Laura S Kremer, Arcangela Iuso, Mirjana Gusic, Robert Kopajtich, Eliška Koňaříková, Agnieszka Nadel, Leonhard Wachutka, Holger Prokisch, Julien Gagneur

“…Moreover, using positive and negative controls, we show that our statistical test outperforms the existing methods, which suffer from an excess of either false positives (within-plate methods), or false negatives (between-plate methods). …”
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Effect of drought disturbance in a sclerophyll forest on the micromammal community in the Río Clarillo National Park, Metropolitan Region, Chile by Susan Fletcher, Carlos Sarmiento, Gisela C. Stotz, Verónica Quirici

“…The Coefficient of Variation was used to study functional diversity for each trait separately. …”
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A Case Study on Integrating an AI System into the Fuel Blending Process in a Chemical Refinery by Abdul Gani Abdul Jameel

“…The obtained MAE is close to the experimental uncertainty of 0.5 octane. A high coefficient of determination (R²) of 0.99 was also obtained when the system was validated with a new set of 57 fuels comprising primary reference fuels and real gasoline blends. …”
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