Ensemble Learning-Driven and UAV Multispectral Analysis for Estimating the Leaf Nitrogen Content in Winter Wheat by Yu Han, Jiaxue Zhang, Yan Bai, Zihao Liang, Xinhui Guo, Yu Zhao, Meichen Feng, Lujie Xiao, Xiaoyan Song, Meijun Zhang, Wude Yang, Guangxin Li, Sha Yang, Xingxing Qiao, Chao Wang

“…Model performance was evaluated using the coefficient of determination (R²) and root mean square error (RMSE). …”
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Optimization of Pyrocatechol and p-Cresol adsorption onto a composite of Chitosan and polyacrylamide incorporated with zeolitic imidazolate Framework-8 by Chou-Yi Hsu, Ebraheem Abdu Musad Saleh, M. M. Moharam, Mohammad Y. Alshahrani, Sandeep Singh, Aditya Kashyap, T. Krithiga, Parul Chaudhary, Nezamaddin Mengelizadeh, Davoud Balarak

“…Quadratic models with a coefficient of determination (R2) of 0.99 (p < 0.0001) were statistically compared. …”
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Konsistensi Model Regresi Empat Variabel Pada Populasi dan Sampel untuk Prediksi Temperatur by Nurjannah Syakrani, Naufal Athaya S. R

“… The ability to predict future events or trends has become very important today. One method that can be used to predict the future is to use linear regression. …”
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Assessment of Uneven Wear of Freight Wagon Brake Pads by Sergii Panchenko, Juraj Gerlici, Alyona Lovska, Vasyl Ravlyuk

“…The stress state of brake pads was determined with consideration of the weight coefficients. …”
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Lipid Profile, PCSK9, ANGPTL3 and Lipoprotein (a) Levels in Men Diagnosed With Localized High‐Grade Prostate Cancer and Men At‐Risk of Prostate Cancer by Ann‐Charlotte Bergeron, Emilie Wong‐Chong, France‐Hélène Joncas, Chloé Castonguay, Frédéric Calon, Nabil G. Seidah, Jonatan Blais, Karine Robitaille, Alain Bergeron, Vincent Fradet, Anne Gangloff

“…PCSK9 and ANGPTL3 levels were determined by ELISA. Results No significant change in lipids and related factors levels was observed between men with localized PCa Gleason 8 or 9 and matched controls. …”
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Retrospective cohort analysis on predicting pulmonary fibrosis in elderly SARS-CoV-2-infected patients by Fuguo Gao, Fuguo Gao, Guangdong Hou, Yan Hou, Jian Chen, Yifeng Wang, Baoyin Zhao, Yan Li, Yan Li, Xinxin Wang, Yiying Hua, Faguang Jin, Yongheng Gao

“…Furthermore, based on the principle of optimizing the balance between sensitivity and specificity, 131.026 was determined as the optimal cutoff value for the nomogram. …”
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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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OPTIMAL AIRCRAFT CONTROL SYNTHESIS BASED ON THE EQUATIONS OF NON-LINEAR DYNAMICS by V. F. Dil, V. N. Sizykh

“…To synthesize control algorithms a non-linear model of aircraft flight and trajectory movement is used. The authors define method stages of flying level synthesis which include: selection of aircraft reference movements in accordance with three degrees of freedom, structuring the control algorithms and their parameters, defining the proximity of current and reference movements by means of a quadratic functional and further extremum-minimum movement organization by the gradient method. …”
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Monitoring <i>Eichhornia crassipes</i> and <i>Myriophyllum aquaticum</i> in Irrigation Systems Using High-Resolution Satellite Imagery: Impacts on Water Quality and Management Stra... by Susana Ferreira, Juan Manuel Sánchez, José Manuel Gonçalves, Rui Eugénio, Henrique Damásio

“…All three vegetation indices exhibited significant linear regressions with pH, with the EVI showing the highest coefficient of determination (R² = 0.761), followed by the NDVI (R² = 0.726) and GCI (R² = 0.663), with <i>p</i>-values and ANOVA <i>p</i>-values below 0.05. …”
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Developing a novel artificial model to predict the foaming properties and β-carotene content of lucuma (Pouteria lucuma) during foam-mat drying and process optimization by Nguyen Minh Thuy, Le Thi Thuy Duong, Tran Ngoc Giau, Hong Van Hao, Vo Quang Minh, Ngo Van Tai

“…The ANN-coupled BBD model structure of 3–10-3 demonstrated a high level of accuracy in predicting the impact of foaming formulation on responses, with a coefficient of determination exceeding 0.99. The optimal conditions by stimulation multiple-objective RSM for lucuma foam-mat drying were achieved with a water:lucuma ratio, EA, and XG of 2.53:1, 10.8 %, and 0.22 %, respectively. …”
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Leveraging petrophysical and geological constraints for AI-driven predictions of total organic carbon (TOC) and hardness in unconventional reservoir prospects by Nandito Davy, Ammar El-Husseiny, Umair bin Waheed, Korhan Ayranci, Manzar Fawad, Mohamed Mahmoud, Nicholas B. Harris

“…Our optimized models achieved R2 (coefficient of determination) of 0.89 and RMSE (root-mean-square error) of 0.47 for TOC predictions and 0.90 and 34.8 for hardness predictions, reducing RMSE by up to 13.52% compared to the unconstrained model. …”
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Prediction of black soldier fly larval sex and morphological traits using computer vision and deep learning by Sarah Nawoya, Quentin Geissmann, Henrik Karstoft, Kim Bjerge, Roseline Akol, Andrew Katumba, Cosmas Mwikirize, Grum Gebreyesus

“…In the analysis of larval weight prediction, a coefficient determination (R2) of up to 0.80 between measured and predicted weight was achieved using the morphometric weight prediction approach, along with an R2 of 0.71 through the CNN-regression approach. …”
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Experimental Study on Stress Uniformity and Deformation Behavior of Coals with Different Length-to-Diameter Ratios under Dynamic Compression by Qiupeng Yuan, Guangxiang Xie, Lei Wang, Zhenhua Jiao, Peng Zou, Huaiqian Liu, Naseer Muhammad Khan

“…This study researched the stress uniformity and deformation behavior of coal samples with different L/D ratios during dynamic compression, defined the stress equilibrium coefficient ξ, proposed a new method for determining whether a sample meets the stress uniformity hypothesis, and obtained the critical L/D ratio of 0.6 and the optimal L/D ratio of 0.3 or 0.4 for coal samples to obtain the stress equilibrium. …”
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Development of a Predictive Model Linking Electrical Characteristics to Semi-Lethal Temperature in Potted Apple Trees with Validation on Mature Specimens by Bo Sun, Shuaiyang Wu, Xiaohang Nie, Linguang Jia, Xueying Zhang, Ji Qian

“…The results showed the following: (1) Six electrical parameters (<i>r</i>₁, <i>r_e</i>, <i>r</i>, <i>Min</i>, <i>Std</i>, <i>and Peak</i>) were significantly correlated with LT50 (<i>p</i> < 0.05) and made major contributions to the first principal component (PC1), confirming their status as optimal indicators of cold tolerance. (2) A regression model for predicting LT50 was established using these parameters, achieving a coefficient of determination (R²) of 0.9187, indicating excellent model fit. (3) Model validation yielded R² values of 0.9323 and 0.9999, MAE values of 1.243 and 0.900, MAPE values of 6.64% and 4.02%, and RMSE values of 1.29 and 1.12, respectively. …”
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Association and binding nature of sodium dodecyl sulfate with ofloxacin antibiotic drug in potassium-based electrolyte solutions: a conductometric and UV–Visible spectroscopic inve... by Bulbul Ahmed, Tajmul Hasan, Kamrul Hasan, Javed Masood Khan, Dileep Kumar, Shamim Mahbub, Md Abdul Goni, Md. Anamul Hoque

“…Moreover, UV–Visible spectroscopic technique was used to determine various significant parameters including binding constant (K b ), partition constant (K c ), partition coefficient (K x ), Gibbs energy of binding (ΔG b ), and Gibbs energy of partition (ΔG p ) for the mixtures of NaDS and OFC in aqueous and aq. salt solutions, where the corresponding findings were reported rationally. …”
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Radiação solar estimada com base na temperatura do ar para três regiões de Minas Gerais Estimation of solar radiation by air temperature models for three regions of Minas Gerais... by Cláudio R. da Silva, Valdiney J. da Silva, José Alves Júnior, Hudson de P. Carvalho

“…For all models local calibration coefficients were derived. The performance of each method was evaluated using the following statistical indicators: coefficient of determination (R²), root mean square error (RMSE), mean bias error (MBE) and test-t. …”
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Digital Twin-Based Technical Research on Comprehensive Gear Fault Diagnosis and Structural Performance Evaluation by Qiang Zhang, Zhe Wu, Boshuo An, Ruitian Sun, Yanping Cui

“…The experimental verification shows that the fault diagnosis accuracy of the system is more than 99%, the average value of the determination coefficient (R²) of the stress prediction model is 0.9339 (driving wheel) and 0.9497 (driven wheel), and supports the real-time display of three-dimensional cloud images. …”
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Reliability of the use of foot pressure pain threshold in adults: a test-retest analysis by Lidia Mayorga-Vega, Ana Maria Jimenez-Cebrian, Francisco Javier Barón-López, Alonso Montiel-Luque, Juan Carlos Benavente-Marín, Julia Warnberg

“…The standard error of measurement (SEM) and coefficient of variation (CV) were calculated to reflect within- and between-session agreement. …”
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Research on the Simulation Model of Dynamic Shape for Forest Fire Burned Area Based on Grid Paths from Satellite Remote Sensing Images by Xintao Ling, Gui Zhang, Ying Zheng, Huashun Xiao, Yongke Yang, Fang Zhou, Xin Wu

“…The results show that RF is the optimal model with 49.55 m for root mean square error (RMSE), 29.19 m for mean absolute error (MAE) and 0.9823 for coefficient of determination (R²). This study used the RF model to construct the shape of burned areas by predicting lengths of all straight path distances from the ignition point to the fire line. …”
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Evaluating the clinical relevance and reliability of outer retinal band length on optical coherence tomography in retinal disease: a cross-sectional study by Angelica Ly, Michael Kalloniatis, Rene Cheung, Henrietta Wang, Lisa Nivison-Smith

“…Objectives Hyper-reflective outer retinal band (HORB) disruptions are reported across a range of retinal disease, yet a reliable, easily implemented assessment method and thorough evaluation of their association to retinal disease is lacking. …”
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