Multi-objective optimization of current-assisted splitting spinning of small module tooth-shaped part based on the combination of BP neural network and NSGA-II algorithm by Zhou Haoyang, Xia Qinxiang, Xiao Gangfeng, Chen Can

“…The results show that the material at the tooth tip along the radial direction is in the state of tensile stress along radial and compressive stresses along tangential and axial directions, which promotes the radial flowing of the material and is beneficial the tooth filling of SMTSPs; the tooth saturation increases obviously under pulse current comparing without pulse current; the BPNN combined with the NSGA-II algorithm can reliably optimize the process parameters of the CASS, improving the forming quality of SMTSPs; experiments verified the feasibility of the process and the accuracy of the predictive model based on the optimization results.…”
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Biodiversity Dynamics in a Ramsar Wetland: Assessing How Climate and Hydrology Shape the Distribution of Dominant Native and Alien Macrophytes by Fabio A. Labra, Eduardo Jaramillo

“…We modeled suitable habitat areas using MaxEnt software with Landsat 8 spectral bands and indices as predictive layers. We found significant recent decreases in temperature, river flow, and water level, with a nonsignificant shift in precipitation. …”
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Factor structure and validation of the Motor Imagery Vividness Scale (MIV-S) by Nobuchika Yamaki

“…Future research should explore its predictive validity and applicability across diverse populations to further enhance its contribution to motor imagery research and practice.…”
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Fusion of Satellite and UAV Imagery for Crop Monitoring by A. R. Allu, S. Mesapam

“…Results indicate that fused imagery significantly enhances crop health metrics' accuracy and spatial relevance, with high R² values and strong correlations between vegetation indices of fused images and UAV images, suggesting enhanced predictive power in monitoring crop health. Our findings highlight the advantages of fusing UAV and S2 imagery for comprehensive crop condition assessment, demonstrating that fused images provide a robust tool for monitoring crop vigor and stress levels. …”
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Machine learning in psychiatric health records: A gold standard approach to trauma annotation by Eben Holderness, Bruce Atwood, Marc Verhagen, Ann K. Shinn, Philip Cawkwell, Hudson Cerruti, James Pustejovsky, Mei-Hua Hall

“…Additionally, machine learning models were developed to demonstrate practical viability of the gold standard corpus for machine learning applications, achieving a micro F1 score of 0.76 and 0.82 for spans and attributes respectively, indicative of their predictive reliability. This study established the first gold-standard dataset for the complex task of labelling traumatic features in psychiatric health records. …”
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Effect of Plant Biostimulants on Beetroot Seed Productivity, Germination, and Microgreen Quality by Nadezhda Golubkina, Vladimir Zayachkovsky, Maria Markarova, Mikhail Fedotov, Andrey Alpatov, Lyubov Skrypnik, Sergei Nadezhkin, Otilia Cristina Murariu, Alessio Vincenzo Tallarita, Gianluca Caruso

“…The application of all of the biostimulants, except <i>R. glutinis</i>, provided a decrease in oxidative stress in the seeds (reflected in a significant reduction in proline levels), especially for the small-sized seed class, with the highest beneficial effects being caused by Aminosil and Siliplant. …”
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Experimental Investigation on Fatigue Crack Propagation in Surface-Hardened Layer of High-Speed Train Axles by Chun Gao, Zhengwei Yu, Yuanyuan Zhang, Tao Fan, Bo Zhang, Huajian Song, Hang Su

“…The surface-hardened layer exhibited the lowest crack growth rates and flattest Paris slope, while the transition zone showed notable scatter due to microstructural heterogeneity and residual stress effects. These findings provide experimental insight into the fatigue performance of gradient-structured axle steels and offer guidance for fatigue life prediction and inspection planning.…”
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Co-initiating-system dual-mechanism drives the design of printable entangled polymer multinetworks by An Wei, Qian Wang, Jupen Liu, Yuchan Huang, Haoxiang Li, Zhenhao Zhu, Tao Wang, You Yu

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Preparation and Characterization of Hydrophobic-Associated Microspheres for Deep Profile Control in Offshore Oilfields by Qin Yu, Xiangguo Lu, Yubao Jin, Cui Zhang, Kuo Liu, Xinbao Hu

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Aerobic Exercise Alleviates Cardiac Dysfunction Correlated with Lipidomics and Mitochondrial Quality Control by Kunzhe Li, Sujuan Li, Hao Jia, Yinping Song, Zhixin Chen, Youhua Wang

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Subgrain boundary engineering enables synergistic improvement of strength and corrosion resistance in an Al-Cu-Li alloy by Siyan Liang, Li Liu, Xiaoya Wang, Jiantang Jiang, Liang Zhen

“…Synchrotron XRD and critical resolved shear stress model were employed to elucidate the strengthening mechanisms. …”
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Students'psychological patterns and academic performance in public secondary schools in Kazo District, Uganda: a quantitative analysis by Lucy Aja, Innocent Sunday Odhine, Tukur Muhammad, Mohammad Lubega

“…The data gathering instrument received validation from five specialists in educational administration and management. The research produced a reliability index of 0.842 for the students' questionnaire, calculated using Cronbach’s alpha. …”
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Lattice Anchoring Stabilizes α-FAPbI3 Perovskite for High-Performance X-Ray Detectors by Yu-Hua Huang, Su-Yan Zou, Cong-Yi Sheng, Yu-Chuang Fang, Xu-Dong Wang, Wei Wei, Wen-Guang Li, Dai-Bin Kuang

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Empowering Female Teachers through Health Literacy, Reproductive Health and Lifestyle Modifications in Osun State, Nigeria by Uchechukwu Charles Osu, Olajumoke Oyetola Adegbite, Taiwo Oluwaseyifunmi Olunubi, Foyinsola Genevieve Ogunniyan, Patricia Ifeoma Afolabi

“…Policymakers and health educators should promote and support lifestyle modification programs that empower women teachers to make informed choices about their reproductive health.…”
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De novo designed protein guiding targeted protein degradation by Zhendong Li, Gan Qiao, Xianghe Wang, Ming Wang, Jinyu Cheng, Guipeng Hu, Xiaomin Li, Jing Wu, Jia Liu, Cong Gao, Liming Liu

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Study on shear mechanisms of UHPC-NC reinforced interfaces and grooved &amp; reinforced interfaces by Jing Tian, Xinghong Jiang, Xinan Yang, Luheng Li, Jingtao Li

“…The proposed formula can accurately predict the shear capacity of both interface types. …”
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Optimization Design and Dynamic Characteristics Analysis of Self-Responsive Anti-Falling Device for Inclined Shaft TBMs by Han Peng, Can Yang, Linjian Shangguan, Lianhui Jia, Bing Li, Chuang Xu, Wenjuan Yang

“…Finite element static analysis was employed to validate structural integrity, revealing a maximum stress of 461.19 MPa with a safety factor of 1.71. …”
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Dispositional Forgiveness and Mental Health and Well-Being: Adaptation of the Toussaint Forgiveness Scale in Georgia and Cross-Cultural Comparison with Poland by Sebastian Binyamin Skalski-Bednarz, Loren L. Toussaint, Nino Makhashvili, Mariam Razmadze, Paweł Dębski, Janusz Surzykiewicz

“…In both groups, self-forgiveness was associated with lower depressive symptoms; in Georgia, it also predicted higher quality of life. Forgiveness by God predicted reduced anxiety and depression in Georgia but not in Poland. …”
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Study on physical and mechanical properties and freeze-thaw damage models of granite under freeze-thaw cycles by Song Xue, Yongqiong Hu, Yongqiong Hu, Chaojun Jia, Chaojun Jia, Liang Wang, Liang Wang

“…In the early stage of loading, the signals are few, but as the stress increases and the cracks propagate, the signals significantly increase and reach a maximum at the stress peak. …”
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Review on integral stiffened panel of aircraft fuselage structure by Devi Chandra, Y. Nukman, Muhammad Adlan Azka, S.M. Sapuan, J. Yusuf

“…The increasing demand to decrease manufacturing costs and weight reduction is driving the aircraft industry to change the use of conventional riveted stiffened panels to integral stiffened panels (ISP) for aircraft fuselage structures. …”
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