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. …”
Get full text

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. …”
Get full text

Study on Rock Burst Early Warning in the Working Face of Deep Coal Mines Based on the Law of Gas Emission by Qinghua Zhang, Shudong He

“…This study is aimed at predicting rock burst disasters in high gas mines. First, the distribution law and correlation of gas and stress in the F15-17-11111 working face of Pingdingshan No. 13 Mine were analyzed based on the coupling relationship between gas emission and stress in the working face. …”
Get full text

Ivabradine potential for correcting myocardial electrical instability predictors in coronary heart disease by I. P. Tatarchenko, N. B. Pozdnyakova, M. V. Вiryuchenko, O. I. Morozova, A. G. Mordovina, S. A. Sekerko

“…Dose-response reduction in heart rate was linked to improved diastolic myocardial function.Conclusion. …”
Get full text

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. …”
Get full text

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. …”
Get full text

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. …”
Get full text

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 ( $$\alpha$$ ). …”
Get full text

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). …”
Get full text

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. …”
Get full text

Research on the Deformation and Failure Mechanism of Flexible Formwork Walls in Gob-Side-Entry Retaining of Ultra-Long Isolated Mining Faces and Pressure Relief-Control Technology... by Heng Wang, Junqing Guo

“…The key findings are as follows: ① Blast-induced roof cutting reduces the cantilever beam length adjacent to the flexible formwork wall, thereby decreasing the load per unit area on the flexible concrete wall. This reduction consequently alleviates lateral abutment stress and loading in the floor heave-affected zone, achieving effective control of roadway surrounding rock stability. ② Compared with non-roof cutting, the plastic zone damage area of surrounding rock in the gob-side entry retained by flexible formwork concrete wall is significantly reduced after roof cutting, and the vertical stress on the flexible formwork wall is also significantly decreased. ③ Distinct differences exist in the distribution patterns and magnitudes of working resistance for face-end hydraulic supports between the wide coal-pillar side and the pillarless gob-side-entry retaining side after roof cutting. …”
Get full text

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. …”
Get full text

Methods for Constructing Soil Dynamic Models Under Intelligent Cultivation: Dynamic Interaction Mechanisms Between Farming Tools with Complex Structures and Soil by Wei Song, Lili Ren, Jingli Wang, Yunhai Ma, Yingjie Guo, Minglei Han, Huaixiang Zhao

“…Experiments have shown that compared with standard subsoilers, the stress distribution of the bionic subsoiler-H is significantly reduced, with a maximum stress reduction of 52.96%. …”
Get full text

Androgen-induced ferroptosis regulates seasonal testicular regression: insights into adaptive mechanisms of seasonal breeding by Kang An, Yuchen Tan, Ke Yang, Yukun Kang, Penghui Liu, Biaobiao Hao, Jia Kang, Junhu Su

“…Abstract Background Numerous animal species employ seasonal breeding strategies to cope with the challenges posed by environmental stress. Males exhibit periodic testicular development and spermatogenesis, which involves complex gene regulation and various cellular response mechanisms. …”
Get full text

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. …”
Get full text

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.…”
Get full text

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. …”
Get full text

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.…”
Get full text

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. …”
Get full text

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). …”
Get full text