Accurate Virtual Trial Assembly Method of Prefabricated Steel Components Using Terrestrial Laser Scanning by Yin Zhou, Daguang Han, Kaixin Hu, Guocheng Qin, Zhongfu Xiang, Chunli Ying, Lidu Zhao, Xingyi Hu

“…Experimental results show that the geometric prediction deviation of VTA is less than 1/1800 of the experimental bridge span, and the mean stress predicted via VTA is 90% of the measured mean stress. …”
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Measuring teacher beliefs about factors that promote Classroom Social and Emotional Learning (CSEL) by Mayank Sharma, Anya Chakraborty, Nandini Chatterjee Singh

“…The scale demonstrated good psychometric properties: strong internal consistency, predictive validity (with mental well-being), convergent validity (with emotional intelligence), discriminant validity (with perceived stress) and measurement invariance across males and females. …”
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Quantifying fracture roughness effects on coal mine spontaneous combustion through a coupled thermos hydro mechanical model by Guoju Lu, Guofei Zhao, Liya Yu, Meihong Zhang, Xiaoli Wang

“…To address this issue, we present a novel predictive model for engineering-scale combustion forecasting, which incorporates an interdisciplinary fracture roughness parameter and integrates fracture roughness, heat conduction, chemical reactions, gas pressure, coal-rock stress and deformation, and adsorption–desorption mechanisms to achieve a comprehensive multi-factor coupling in coal seam gas migration. …”
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Deep Neural Network-Based Temperature Mapping Technique for Heat Sink on Electronic Devices Using Local Thermocouple Sensors by Jaehee Shin, Hyun Ahn, Gwang-Hyeon Mun, Jeongmin Lee, Pouria Zaghari, Young-Min Park, Jinhyoung Park, Jong Eun Ryu, Dong-Won Jang

“…Results showed that the temperature distribution could be predicted with high accuracy (over 0.95), and the maximum error rate for stress and strain predictions was 7% in the worst case. …”
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Case Study on the Stability Control of Broken Surrounding Rock in Roadway Excavation on the Edge of a Collapsed Stope Area by Yabin Wu, Jianhua Hu, Chengyu Xie, Dongping Shi

“…Predicting and controlling the collapse of surrounding rock (especially broken rock masses) in underground chambers is an important topic in mining and geotechnical engineering. …”
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Coal wall deformation monitoring and concentrated load inversion technology based on intelligent support devices by YU Xiang, WANG Guofa, WANG Jiachen, LI Lianghui, WU Haoyang, WANG Yubing

“…Compared to the load magnitude prediction, the model exhibited smaller errors in predicting the position of concentrated loads. …”
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Flow partition in two-dimensional open channels with porous structures by Fikri M. Radiyan, Xiaofeng Liu

“…The simple algebraic model shows good performance and applicability in predicting the flow partition fraction ( $$\alpha$$ ). …”
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Correlating Indoor Environmental Quality Parameters with Human Physiological Responses for Adaptive Comfort Control in Commercial Buildings by Haoyue Dai, Saba Imani, Joon-Ho Choi

“…Cross-correlation analysis revealed significant relationships between physiological indicators and environmental factors, with indoor temperature, PM_2.5, and relative humidity showing the strongest impacts on electrodermal activity, skin temperature, and stress levels, respectively (<i>p</i> < 0.05). Furthermore, supervised machine learning techniques were employed to develop predictive models that evaluate IAQ and thermal comfort at both personal and general levels. …”
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Rapeseed Green Manure Coupled with Biochar and Vermicompost Enhances Soil Aggregates and Fungal Communities in Gleyed Paddy Fields by Zhenhao Zhu, Shihong Gao, Yuhao Zhang, Guohan Si, Xiangyu Xu, Chenglin Peng, Shujun Zhao, Wei Liu, Qiang Zhu, Mingjian Geng

“…The GMB strategy mitigates reductive stress, enhances nutrient availability, and activates microbial functionality. …”
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A fuzzy-optimized multi-level random forest (FOMRF) model for the classification of the impact of technostress by Gabriel James, Ifeoma, David, John, Samuel, Enefiok, Imeh Umoren, Ubong Etuk, Aloysius, Anietie, Saviour, Chikodili

“…Technostress refers to the stress caused by excessive technology use, especially in professional and educational environments. …”
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Dynamic sealing simulation and performance optimization of conical rubber core in rotary blowout preventer by Lianglin Guo, Zhiqiang Huang, Hao Huang, Hao Zhang, Fubin Xin, Junjie Ji, Chengyu Xia, Hengda Che

“…After optimization, the peak value of Mises stress was reduced by 3.64 MPa, the amplitude of Mises stress was reduced by 39%, and the prediction error was only 0.42 MPa, which verified the validity and accuracy of the response surface prediction model. …”
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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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Impact Characteristics and Fatigue Life Analysis of Multi-Wire Recoil Spring for Guns by Zhifang Wei, Xiaolian Zhang, Yecang Hu, Yangyang Cheng

“…The maximum stress occurs at the fixed end of the spring. And the mean fatigue curve (50% survival rate) is used to predict the life of the recoil spring. …”
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