Vibratory Pile Driving in High Viscous Soil Layers: Numerical Analysis of Penetration Resistance and Prebored Hole of CEL Method by Caihui Li, Changkai Qiu, Xuejin Liu, Junhao Wang, Xiaofei Jing

“…Finally, the feasibility of predrilling techniques for resistance reduction was explored. This study applies the damage prediction model based on the CEL method to U-shaped sheet piles in high-viscosity stratified formations, solving the problem of mesh distortion in traditional finite element methods. …”
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Accounting for temporal and spatial autocorrelation to examine the effects of climate change on vegetation greenness trend in China by Lingwei Chen, Likai Zhu, Cuiyutong Yang, Zizhen Dong, Rui Huang, Jijun Meng, Min Liu

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Quantitative analysis and clinical determinants of orthodontically induced root resorption using automated tooth segmentation from CBCT imaging by Jiaqi Lin, Qianhan Zheng, Yongjia Wu, Mengqi Zhou, Jiahao Chen, Xiaozhe Wang, Ting Kang, Weifang Zhang, Xuepeng Chen

“…Conclusion This study applied a deep learning model to accurately assess root volume changes using CBCT, revealing significant root volume reduction after orthodontic treatment. …”
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Coevolution of the Ile1,016 and Cys1,534 Mutations in the Voltage Gated Sodium Channel Gene of Aedes aegypti in Mexico. by Farah Z Vera-Maloof, Karla Saavedra-Rodriguez, Armando E Elizondo-Quiroga, Saul Lozano-Fuentes, William C Black Iv

“…This pattern suggests that knowledge of the frequencies of mutations in both S6 in domains II and III are important to predict the potential of a population to evolve kdr. …”
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Examination of Teacher Candidates’ Intercultural Sensitivity Levels by CART Analysis by Nesrin Hark Söylemez

“…The aim of this study is to examine the intercultural sensitivity levels of teacher candidates using CART analysis and to develop a predictive model using machine learning algorithms. …”
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Adaptive Handover Management in High-Mobility Networks for Smart Cities by Yahya S. Junejo, Faisal K. Shaikh, Bhawani S. Chowdhry, Waleed Ejaz

“…Compared to the baseline LIM2 model, the proposed system demonstrates a 15% improvement in handover success rate, a 3% improvement in user throughput, and an approximately 6 sec reduction in the latency at 200 km/h speed in high-mobility scenarios.…”
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Investigations into aerodynamics of tall buildings using signal processing tools by Chaturvedi Arjit, Mohan Keerthana, Darshyamkar Renuka, Harikrishna Pabbisetty

“…This comparison highlights the accuracy and applicability of our methods, reinforcing the potential of these techniques for improving predictive models.…”
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Dual-channel Potential Energy Recovery and Load Balancing Methods for Large Hydraulic Excavators by Weiping WANG, Shun LU

“…In future research, predictive control or some detection methods can be combined with the proposed method to obtain the magnitude or variation pattern of load force. …”
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The mediating role of self-compassion in the relationship between childhood trauma and the symptoms of body dysmorphic disorder by Motahhareh Kargar Shooroki, Azadeh Choobforoushzadeh, Azra Mohammadpanah Ardakan

“…Conversely, childhood trauma exhibited a significant positive direct effect on BDD symptoms (β = 0.321, p < 0.001), indicating that increased trauma predicts more severe BDD symptoms. Furthermore, self-compassion demonstrated a considerable negative direct impact on BDD symptoms (β=−0.765, p < 0.001), implying that low self-compassion is linked to increased BDD symptomatology and vice versa. …”
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Evaluating the level of digitalization of the innovation process with artificial intelligence approach in the digital transformation of knowledge-based companies by ali Bagheri, reza radfar, sepehr ghazinoory

“…This research was able to provide an intelligent model with a very low error. As a result, it was able to achieve effective indicators in the degree of digitization of the innovation process. …”
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Long COVID and Biomarker Dysregulation—A Shift Toward Immune Exhaustion? by Anne Kallaste, Kalle Kisand, Agnes Aart, Ahto Salumets, Kai Kisand, Pärt Peterson, Margus Lember

“…In LC patients, an early phase of low-grade inflammation transitioned into significant reduction in proinflammatory biomarkers compared to recovered individuals. …”
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Adherence to COVID-19 Public Health and Social Measures in Estonia by Jaan Tulviste, Merle Havik, Carolina Murd, Kenn Konstabel

“…Methods: Using latent class analysis on a population-based sample, we address individual-level demographic, socioeconomic, psychological, and behavioral variables that predicted adherence patterns during the COVID-19 pandemic. …”
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Intercomparison of Surface Currents Obtained Using SCHISM and the HF Radar Data in Galveston Bay and Sabine Lake, Texas by Cletus O. Ogbodo, Rosa M. Fitzgerald, Christopher Fuller, Jungwoo Lee, Roberto Perea, Javier Polanco-Gonzalez

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NDL-Net: A Hybrid Deep Learning Framework for Diagnosing Neonatal Respiratory Distress Syndrome From Chest X-Rays by Malik Muhammad Arslan, Xiaodong Yang, Nan Zhao, Lei Guan, Tao Cui, Daniyal Haider

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Road traffic crashes trends of severity and injuries in Osun state, Nigeria by Abayomi Afolayan, Adewole Oladele, Samson Olopade, Taiwo Adeoye

“…Based on the value of Akaike's Information Criteria (AIC) and Bayesian's Information Criteria (BIC), the model with the constant was the best of all. The result of the forecast indicates that 245 people are predicted to be injured in the first quarter of 2022 and 243 people in the second, third, and fourth quarters. 44 people are predicted to be killed in the first quarter of 2022 and 45 people in the second, third, and fourth quarters, accident occurrence for the 7 years has a low severity index. …”
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Evolution Law of Longitudinal Deformation Curve and Release Coefficient of Viscoelastic Rock by WANG Jiachen, MENG Lingzan, ZHANG Dingli, LU Song, WEN Ming

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The effects of school closures on influenza outbreaks and pandemics: systematic review of simulation studies. by Charlotte Jackson, Punam Mangtani, Jeremy Hawker, Babatunde Olowokure, Emilia Vynnycky

“…Further studies of the effects of reactive school closures on contact patterns are needed to improve the accuracy of model predictions.…”
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Optimizing 5G resource allocation with attention-based CNN-BiLSTM and squeeze-and-excitation architecture by Anfal Musadaq Rayyis, Mohammad Maftoun, Maryam Khademi, Emrah Arslan, Silvia Gaftandzhieva

“…A custom weighted loss function addresses data imbalance, while Bayesian optimization fine-tunes hyperparameters.ResultsExperimental results demonstrate that the proposed model achieves state-of-the-art predictive accuracy, with a remarkably low Mean Absolute Error (MAE) of 0.0087, Mean Squared Error (MSE) of 0.0003, Root Mean Squared Error (RMSE) of 0.0161, Mean Squared Log Error (MSLE) of 0.0001, and Mean Absolute Percentage Error (MAPE) of 0.0194. …”
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Effects of Land Use Change on Land Erosion and Land Critical Level Using GIS in the Mayang Watershed by Mohamad Andhika Rafif, Wiwik Yunarni Widiarti, Entin Hidayah, Saifurridzal Saifurridzal, Mokhammad Farid Ma'ruf

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Breastfeeding trajectory of mothers of preterm infants within 6 months postpartum: A longitudinal study by Na Wu, Yijing Wang, Lijing Ding, Yiting Xu, Xuyan Jia, Keying Huo, Xiao Yao, Wenyan Zhang, Yue Wan, Peimin Xie, Lin Ye, Rong Huang

“…Results: Three types of heterogeneity tracks were found: a ''high-level rising'' group (36.5 %), ''medium-level declining'' group (26.0 %), and ''low-level declining'' group (37.5 %). Household income, spouse's educational background, smoking in the spouse, breastfeeding patterns before discharge (T0), perceived breastfeeding control and breastfeeding intention (T1), perceived breastfeeding control, breastfeeding intention, and breastfeeding knowledge (T2), and perceived breastfeeding control, breastfeeding positive attitude, and breastfeeding negative attitude (T3) were predictors of different profiles. …”
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