Optimization and Vibration Response Analysis of Vehicle Suspension Structure With Inerter by Haiqing Lu, Fanjie Li, Xiaopeng Li, Haozhe Wang

“…The influence of parameters on suspension response is obtained using numerical methods, and the damping effect and handling performance of the suspension are deeply studied. …”
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Tracking and Disturbance Suppression of the Radio Telescope Servo System Based on the Equivalent-Input-Disturbance Approach by Lei Yang, Na Wang, Zhiyong Liu, Ning Li

“…Finally, the composite controller is designed for an identified telescope model. …”
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Research on mechanism and application of compound roof cutting and pressure relief control in thick sandstone roof mining roadways by Hainan Gao, Shankun Zhao, Yue Shi, Yunpeng Li, Kun Lv, Qiang Fu, Guanghui He, Weiguang Ren, Zhibin Zhou, Lei Chen, Haonan Li

“…Building upon this principle, the composite roof cutting and pressure-relief method was further formulated, accompanied by the development of a theoretical roof structure model elucidating its control mechanism. …”
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Improved estimation of two-phase capillary pressure with nuclear magnetic resonance measurements via machine learning by Oriyomi Raheem, Misael M. Morales, Wen Pan, Carlos Torres-Verdín

“…Recently, artificial intelligence methods have also been applied to capillary pressure prediction (Qi et al., 2024).Currently, no readily applicable predictive model exists for estimating an entire capillary pressure curve directly from standard petrophysical logs and core data. …”
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Predictors of oral anticoagulant-associated adverse events in seniors transitioning from hospital to home: a retrospective cohort study protocol by Lehana Thabane, James Douketis, Anne Holbrook, Gary Foster, Harsukh Benipal, J. Michael Paterson

“…A Cox proportional hazards model will be used to determine the association between the composite outcome and a set of prespecified covariates. …”
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Influence of inclination angle on the pollution flashover voltage of contaminated silicone rubber by Hailiang Lu, Wei Wang, Yirui Zhang, Keren Shao, Wenhua Wu, Hu Zhang, Tian Yuan, Chun Li, Xishan Wen, Lei Lan

“…The correlation between inclination angle of the shed surface and pollution flashover voltage can reflect the pollution flashover characteristics of V‐shaped composite insulator strings. Therefore, the relationship between inclination angle and pollution flashover voltage was studied through artificial pollution testing methods, and the relationship between inclination angle and degree of wetting was studied using the method of adding water to increase weight. …”
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Parameters of equations for group growth of golden king crab <i>Lithodes aequispinus</i> in the northern Okhotsk Sea by E. A. Metelyov, I. S. Chernienko

“…Parameters of von Bertalanffy growth equation were estimated using SLCA method (Shepherd's length composition analysis): the asymptotic carapace width W∞ was 252.0 mm for males and 165.3 mm for females; the growth rate K was 0.081 and 0.130, respectively. …”
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Clinical Application of Artificial Intelligence-Based Computed Tomography Analysis of Myosteatosis in Localized Renal Cell Carcinoma by Byeong Jin Kang, Kyung Hwan Kim, Seung Baek Hong, Nam Kyung Lee, Suk Kim, Sihwan Kim, Hong Koo Ha

“…These findings highlight the potential of AI-driven body composition analysis to refine prognostic models and personalized treatment strategies.…”
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Annotation-free prediction of microbial dioxygen utilization by Avi I. Flamholz, Joshua E. Goldford, Philippa A. Richter, Elin M. Larsson, Adrian Jinich, Woodward W. Fischer, Dianne K. Newman

“…Since genome annotation is compute-intensive and relies on many assumptions, we asked if annotation-free methods also perform well. We discovered that simple and efficient models based entirely on genomic sequence content—e.g., triplets of amino acids—perform as well as intensive annotation-based classifiers, enabling rapid processing of genomes. …”
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Study of the physical-chemical and sorption properties of SnO₂ prepared by mechanochemical and microwave routes by M. M. Samsonenko, O. I. Zakutevskyy, S. V. Khalameida, J. Skubiszewska-Zięba, M. F. Kovtun

“… There are many methods for synthesis of tin dioxide SnO2, namely sol-gel, precipitation. …”
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Petrological controls on the engineering properties of carbonate aggregates through a machine learning approach by Javid Hussain, Tehseen Zafar, Xiaodong Fu, Nafees Ali, Jian Chen, Fabrizio Frontalini, Jabir Hussain, Xiao Lina, George Kontakiotis, Olga Koumoutsakou

“…The engineering characteristics encompassed Los Angeles abrasion value, aggregate crushing value, aggregate impact value, specific gravity, water absorption, and unconfined compressive strength, whereas petrographic examination of thin sections quantified the mineralogical composition. Statistical methods and machine learning models have been applied to elucidate the relationships between the petrographic and engineering features of the aggregates and establish potential predictive capability. …”
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Peri-implant osteogenesis on alumina-coated titanium implants in rat femur: morphological and elemental analysis of implant surfaces by O. O. Bondarenko, A. H. Bozhko, M. A. Skoryk, N. S. Bondarenko, I. S. Shponka, O. Ye. Loskutov

“…The study aimed to compare peri-implant osteogenesis on titanium femoral implants with alumina composite coatings applied by different methods to conventional titanium implants in an animal model. …”
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Consumption of Raw Herbal Medicines Is Associated with Major Public Health Risks amongst Ugandans by Fred, Ssempijja, Keneth Iceland, Kasozi, Ejike, Daniel Eze, Andrew, Tamale, Sylvia Anurika, Ewuzie, Kevin, Matama, Justine, Ekou, Paul, Bogere, Regan, Mujinya, Grace Henry, Musoke, Jovile Kasande, Atusiimirwe, Gerald, Zirintunda, Muhamudu, Kalange, Joel, Lyada, Ritah, Kiconco, Theophilus, Pius, Christopher, Nandala, Roland Mugisha, Kamugisha, Yunusu, Hamira, Edgar Mario, Fernandez, Simon Peter, Musinguzi

“…Methods. Leaves of Vernonia amygdalina were collected from 20 georeferenced villages and processed into powder in the laboratory using standard methods. …”
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Task-aware conditional GAN with multi-objective loss for realistic and efficient industrial time series generation by Kai Lang, Yonghua Li

“…This design ensures that the generated data preserves both local dynamics and global distributional properties. Our method introduces a systematic strategy for loss calibration and architecture tuning, which enhances generation stability without the need for complex temporal signature modeling. …”
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MONITORING OF MICROBIOCENOSIS OF ORAL CAVITY IN EXPERIMENTAL OPIOID INTOXICATION IN CONDITIONS OF ANTIBIOTICS CORRECTION by F. B. Fik, Y. M. Fedechko

“…A way to control the development of inflammatory processes of the oral cavity in the background of opioids impact and modeling method of antibiotics protective action including microbiological study of the microflora of dental plaque and soft tissues of the oral cavity, which includes microscopic and bacteriological studies. …”
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Effect of New Mesh Fins on the Heat Storage Performance of a Solar Phase Change Heat Accumulator by Zihan Zhao, Jingzhi Jiang, Jingzhou An

“…The energy model and the solidification and melting model based on the enthalpy method were used to simulate and calculate the phase change process of PCM. …”
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Forensic Characterization of Gel Pen Inks with Thin Layer Chromatography and Ultraviolet Spectroscopy Technique by Harjot Kaur, Tina Sharma, Archana Gautam, Vaibhav Mishra

“…Conclusion: The combined findings provide insightful information about gel pen ink differentiation and suggest a possible approach for model identification and authentication. This method combines Adobe Photoshop image manipulation with analytical methods like TLC and UV-visible spectroscopy.…”
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Progress in the Study of Dry Shrinkage Deformation and Drying Stress of Raw Bamboo by Jiayi Zhu, Lin Yang

“…To address these issues, the study recommends developing universal theoretical models, employing advanced detection technologies, comparing shrinkage patterns between bamboo culms and nodes, exploring drying stress composition, and adopting multi-scale research approaches. …”
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Change organic acid levels in the oral fluid in the bleaching

“…Study of the influence of photochemical and chemical types of bleaching on the acid composition of oral fluid. Materials and methods. 36 patients were examined, which were divided into two groups of 18 people each. …”
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Steel Fibre Reinforced Concrete Meso-Scale Numerical Analysis by Zhengwei Li, Meizhong Wu, Jiawei Wu, Yujun Cui, Xingwei Xue

“…A steel fibre bond slip is considered in an equivalent manner using the von Mises model. The results of the three-dimensional meso-scale numerical analysis method agree well with the experimental values of steel fibre concrete beams.…”
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