Review on analysis of soil moisture changes caused by coal mining subsidence in arid and semi-arid areas and their potential effects on plant physiology and ecology by ZHANG Xuyang, LIU Ying, LONG Linli, SU Yongdong, CHEN Dongxing, CHEN Xiaoyang

“…Coal mining subsidence causes cracks on the ground, coupled with the reduction of groundwater level, which further reduces the already low soil moisture content in arid and semi-arid areas. …”
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Aggressive strategies of the COVID-19 pandemic on the apparel industry of Sri Lanka using structural equation modeling. by Wasantha Rajapakshe, D S M Karunaratna, W H G Ariyaratne, H A Lakshani Madushika, G S K Perera, P Shamila

“…The findings proved that managing workplace stress, particularly improving stressful working environments and aggressive cost reduction strategies, can enhance employee satisfaction. …”
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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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Multidimensional factors of depressive symptoms among Chinese undergraduate students: a cross-sectional study using binary logistic regression by Wenjia Chen, Jianfei Bai, Haitao Niu, Qingying Zhu, Xiuhan Zhao, Yanyu Dong

“…Standardized scales assessed depressive symptoms (PHQ-9), perceived stress (PSS), academic procrastination (PASS), physical activity (PARS-3), cyberbullying victimization (CVQ), and alcohol use (AUDIT).ResultsResults revealed significant negative associations of sleep duration and physical activity with depressive symptoms (p<0.05), while academic procrastination, cyberbullying, perceived stress, and alcohol consumption showed significant positive predictive effects (p<0.01).DiscussionDespite limitations of convenience sampling and cross-sectional design, findings suggest a complex interplay of multidimensional factors in college students’ mental health. …”
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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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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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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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Verification of optimal position of shelf graft for acetabular dysplasia using finite element analysis and virtual surgery model by Yohei Yukizawa, Emi Kamono, Shu Takagawa, Shota Higashihira, Hyonmin Choe, Yutaka Inaba, Naomi Kobayashi

“…The reduction rate of acetabular stress exhibited a significant correlation with the equivalent stress on the “inner shelf”, the part implanted in the pelvis, (p < 0.0001). …”
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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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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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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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The endophytic fungi Metarhizium, Pochonia, and Trichoderma, improve salt tolerance in hemp (Cannabis sativa L.). by Shasha Hu, Michael J Bidochka

“…Colonization of Metarhizium, Pochonia or Trichoderma improved salt stress tolerance in hemp and this was accompanied by a reduction in oxidative stress.…”
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Design and Fabrication of Layered Fiber-Reinforced Polymer Spring for Lightweight Vehicles by Dhia A. Alazawi, Mohammed Ismael Hameed

“…The finite element analysis has been used as a computer-based simulation technique for prediction spring thickness (h) related to safe displacement and induced stress due to the applied load. …”
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Study on the water pressure distribution characteristics of tunnel lining and pressure-reducing capability of by Xinpeng CHEN, Chaoyi WANG, Feng LU, Linlong LI, Feilong ZHAO, Cheng XIONG, Chongjun LUO, Kaimeng MA

“…The pressure-reducing capacity of drainage system was evaluated by comprehensive stress index and pressure reduction coefficient, obtaining a prediction formula for the system pressure-reducing capacity. …”
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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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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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Structural analysis of key factors in poverty alleviation for policy development in persistently impoverished provinces in Thailand by Phimlikid Kaewhanam, Kathanyoo Kaewhanam, Eko Priyo Purnomo, Noppakun Thongmual, Ariya Pongsiri, Thitima Norrapoke

“…This research provides a predictive model for capital investment prioritization and contributes to policy design for sustainable poverty reduction in rural provinces.…”
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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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