An Experimental Research on Surrounding Rock Unloading during Solid Coal Roadway Excavation by Hongjun Guo, Ming Ji, Dapeng Liu, Mengxi Liu, Gaofeng Li, Jingjing Chen

“…It can be used as the basis for studying the mechanism of deformation and failure of coal and rock and dynamic disasters in deep mines, as well as the prediction, early warning, prevention, and control of related dynamic disasters.…”
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Machine learning based screening of biomarkers associated with cell death and immunosuppression of multiple life stages sepsis populations by Jie Yang, Fanyan Ou, Binbin Li, Lixiong Zeng, Qiuli Chen, Houyu Gan, Jianing Yu, Qian Guo, Jihua Feng, Jianfeng Zhang

“…Three key DEGs associated with Autophagy were identified (TSPO, HTRA2, USP10), with TSPO, which mediates oxidative stress regulation, iron homeostasis, and cholesterol transport, showing the strongest predictive ability (AUC = 0.825, P < 0.05). …”
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Progress on additive manufacturing technology of solid propellants by Christian Ingabire, Dao-lun Liang, Li-xiang Li

“…The role of thermochemical codes and emerging numerical simulations in predicting propellant material compatibility, performance, and printability is reviewed, alongside important rheological properties essential for solid propellant AM such as material viscosity and yield stress. …”
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Seafloor Geodesy Revealed Partial Creep of the North Anatolian Fault Submerged in the Sea of Marmara by Ryusuke Yamamoto, Motoyuki Kido, Yusaku Ohta, Narumi Takahashi, Yojiro Yamamoto, Ali Pinar, Doğan Kalafat, Haluk Özener, Yoshiyuki Kaneda

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LipidIN: a comprehensive repository for flash platform-independent annotation and reverse lipidomics by Hao Xu, Tianhang Jiang, Yuxiang Lin, Lei Zhang, Huan Yang, Xiaoyun Huang, Ridong Mao, Zhu Yang, Changchun Zeng, Shuang Zhao, Lijun Di, Wenbin Zhang, Jun Zeng, Zongwei Cai, Shu-Hai Lin

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Pre-training heart rate variability as a predictor of Air Force Academy completion. by Yosef Kula, Roy Horosov, Yori Gidron, Aya Ekshtein, Barak Gordon, Zev Iversen, Omer Tehori, Oded Ben-Ari

“…The vagal nerve is a crucial moderator of stress responses, and its activity (indexed by heart rate variability, HRV) reflects psycho-physiological resilience and has been shown to predict performance in various settings. …”
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Experimental Investigation of Axial Pull-out Behavior of Glued-in Threaded Rods in Cross-Laminated Timber by Zhibin Ling, Zheng Li, Zhoujun Li, Chao Yang, Wei Zheng, Lingfeng Zhang

“…Additionally, larger rod diameters led to higher pull-out loads and withdrawal stiffness within a certain range but reduced the average bond stress. The study also evaluated the effectiveness of existing bond stress-slip models and pull-out load prediction models for GiR connections in CLT, providing a foundation for future standardization efforts.…”
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Reliability analysis of creep rupture dataset extrapolation methods for 316H austenitic stainless steel by Ma Xiaotong, Zhang Chenwei, Lu Senyu, He Xuehua, Luo Lijia, Bao Shiyi

“…The prediction of the service life of high temperature structural components is critical to the safety of structures. …”
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Dynamic Processes of Development Jointing of a Fractal Type: Models for a Solid-State Material of the Chamber in a Power Facility during its Operation by T. V. Ryzhova, D. N. Bukharov, M. M. Arakelyan, S. M. Arakelyan

“…The availability of a reliable database of their characteristics and operating modes of the working substance in real conditions with numerical parameters should allow, within the framework of the considered concepts, to fulfil predictive modeling and prediction of the durability of safe and stable operation of such devices and control their modes, taking into account appropriate metrological support.…”
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Work Engagement as a Predictor of Job Performance and Satisfaction among Fashion Designers in South-South Nigeria by Rachael Adiya Wonah, Calister Lebechukwu Nwadi, Daniel Ikechukwu Nwaozuru, Tioluwa Justina Atiti

“…This research article examines the predictive value of work engagement on job performance and job satisfaction among fashion designers in South-South Nigeria, which fills an implicit gap in the regional, academic conversation. …”
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Cardiovascular Disease Risk Factors Among Blue and White-collar Workers in Indonesia by Nurhayati A Prihartono, Fitriyani Fitriyani, Woro Riyadina

“…Prevalence of CVD was higher in women than men, increasing by age and education attainment. Hypertension, DM, stress, and increased BMI added the prediction of CVD: prevalence ratio (PR) was 1.72 (95% CI 1.59-1.86), 3.89 (95% CI 3.43-4.44), 3.02 (95% CI 2.77-3.29) and 1.42 (95% CI 1.28-1.57) for BMI ≥27 relative to <25 kg/m2, respectively. …”
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Chest ultrasound vs. Radiograph for pneumothorax diagnosis performed by emergency healthcare workers in the emergency department: a systematic review and meta-analysis by Jean-Baptiste Bouillon-Minois, Coline Burlet, Resa E. Lewiss, Reza Bagheri, Christophe Perrier, Jeannot Schmidt, Frédéric Dutheil

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N-acetylcysteine in Kidney Disease: Molecular Mechanisms, Pharmacokinetics, and Clinical Effectiveness by Estefani Y. Hernández-Cruz, Omar E. Aparicio-Trejo, Fadi A. Hammami, Daniel Bar-Shalom, Martin Tepel, Jose Pedraza-Chaverri, Alexandra Scholze

“…Furthermore, studies suggest that very high concentrations of NAC should be avoided because they could exert reductive stress. Delayed administration of NAC might interfere with endogenous repair mechanisms. …”
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Cyclic Degradation Characteristics of Undisturbed Soft Clay considering Anisotropy by Miaomiao Sun, Jiangang Yu, Shaoheng He, Zhi Ding

“…The stress-strain characteristics of soil depend primarily on the previous stress history and stress path, thus related to both the stress magnitude and direction. …”
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Fatigue Enhancement Mechanism and Process Optimization of the Direct Mandrel Cold Expansion Technique on Lightweight and High-Strength Alloys by Hansong Ji, Kanghua Huang, Li He, Zefeng Chen, Mingjun Tang, Pingfa Feng, Jianfu Zhang

“…Numerical models with 12.9%, 36.9% residual stress prediction errors and 9.98%, 14.8% radial plastic deformation prediction errors for Al and Ti holes were established, and then simulations were performed to screen out five significant influence parameters from eleven independent parameters. …”
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Remaining Life of Ageing RC Infrastructure for Sustainable development—Deterioration Under Climate Change by Nadiia Kopiika, Peter Robery, Jelena Ninic, Stergios-Aristoteles Mitoulis

“…The proposed modelling is a robust framework for predicting degradation, offering an effective approach for the global assessment of various reinforced concrete structures and informing optimized design and maintenance strategies. …”
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Segmentation and finite element analysis in orthopaedic trauma by Kevin Y. Wang, Alexander R. Farid, Simon Comtesse, Arvind G. von Keudell

“…FEA provides valuable outcome measures such as stress distribution, strain quantification, fracture gap motion, failure prediction, and implant stability. …”
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Utility of bioimpedance assay to assess the efficacy of resuscitation and volume changes in burns patients – An institutional observation by Pradeoth Mukundan Korambayil, Leya Mariam Shibu, Prashanth Varkey Ambookan

“…Impending sepsis and surgical intervention showed proportionate worsening of phase angle trends and predictive markers. The pediatric age group showed better recovery in bioimpedance assay for fluid changes, surgical stress, and sepsis-related changes in burns. …”
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Enhancing agricultural data interpretability and visualization with TabNet-driven feature extraction and Local Biplots by J. Triana-Martinez, A. Álvarez-Meza, G. Castellanos-Dominguez

“…Modern agriculture faces escalating challenges that demand predictive models balancing accuracy and interpretability to support informed decision-making. …”
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Damage evolution and failure mechanisms under unloading tests of coal based on mining and excavation processes by Yi Wang, Xiangrui Meng, Guangming Zhao, Yingming Li, Qihang Zhang, Zhixi Liu

“…The influence of end friction coefficients on failure morphology and stress redistribution were analyzed, and predictions were made for the bearing strength. …”
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