Temperature dynamics and mechanical properties analysis of carbon fiber epoxy composites radiated by nuclear explosion simulated light source by Lin Yuan, Jun Li, Boyu Wang, Xin Zhang, Weijie Zhu, Yang Liu, Haiyang Zhang, Xiaoxiang Han

“…The insights gained from this comprehensive analysis are essential for the rapid prediction of temperature changes and the formulation of robust light radiation protection strategies for equipment exposed to nuclear explosion environments.…”
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Risk Assessment of Water and Sand Inrush in Mining under Thick Loose Layer Based on Comprehensive Weight-Cloud Model by Wenquan Zhang, Xintao Wu, Xunan Wu, Yu Lei, Jianli Shao, Zaiyong Wang

“…When mining near the loose layers, there is a risk of water and sand inrush, which threatens the personal safety of miners. The prediction of sudden water and sand inrush is difficult due to the comprehensive influence of many factors, and the influencing factors are fuzzy and random. …”
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Multidisciplinary understanding of modifiable physical disability risk factors for health professionals: A scoping review protocol. by Derek Hanson, Stephen Samendinger, Edwin McCulley

“…This scoping review will map and synthesize the literature across healthcare disciplines to identify modifiable risk factors and the evidence related to their ability to predict physical disability. We will also draw attention to the possibility of modifiable risk factors for physical disability being operationalized as pre-disability in order to strengthen primary and secondary prevention efforts.…”
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Breast cancer classification based on hybrid CNN with LSTM model by Mourad Kaddes, Yasser M. Ayid, Ahmed M. Elshewey, Yasser Fouad

“…The CNN-LSTM model achieved superior performance with accuracies of 99.17% and 99.90% on the respective datasets. This paper uses prediction evaluation metrics such as accuracy, sensitivity, specificity, F-score, and the AUC curve. …”
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Response of the Magnetospheric Convection Electric Field (MCEF) to Geomagnetic Storms During the Solar Cycle 24 Maximum Phase by Bazié Nongobsom, Kaboré Salfo, Guibula Karim, Ouattara Frédéric

“…These results provide us with some information on the complete evolution of geomagnetic storms, with a view to better prediction.…”
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From data to diagnosis: leveraging deep learning in IoT-based healthcare by Miracle A. Atianashie, Chukwuma Chinaza Adaobi

“…This article explores the advanced architectures of deep learning and their application in healthcare IoT, emphasizing the enhancement of disease prediction models, medical image analysis, and real-time health monitoring systems. …”
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Mapping Temperature Zone of Ethiopia for Binder Performance Grading System by Mahlet G. Mihretu, Habtamu M. Zelelew

“…First, the PG map was developed using 20 years of air temperature data from the National Meteorological Agency. The SHRP prediction model was applied to convert air temperature to pavement temperature, yielding a PG classification with 98% reliability. …”
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Deep Learning for Traffic Scene Understanding: A Review by Parya Dolatyabi, Jacob Regan, Mahdi Khodayar

“…It examines fundamental techniques such as classification, object detection, and segmentation, and extends to more advanced applications like action recognition, object tracking, path prediction, scene generation and retrieval, anomaly detection, Image-to-Image Translation (I2IT), and person re-identification (Person Re-ID). …”
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Experiment of Carbonate Dissolution: Implication for High Quality Carbonate Reservoir Formation in Deep and Ultradeep Basins by Zhiliang He, Qian Ding, Yujin Wo, Juntao Zhang, Ming Fan, Xiaojuan Yue

“…Our study could provide theoretical basis for the prediction of high quality carbonate reservoirs in deep and ultradeep layers.…”
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Morphology Effect of Surface Structures on Microchannel Flow Using Lattice Boltzmann Method by Ge Zhang, Bo Liu, Aiguo Xu, Yiming Shan, Yingjun Li

“…The finding for morphology effect on fluid flow can supply a reference for the prediction of the permeability of complex channels or fractures.…”
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Doppler Effect Estimation and Compensation for Satellite Systems in Geolocation Problems by Marcello Asciolla, Angela Cratere, Francesco Dell'Olio

“…The purpose of the paper is not only to provide a reference model to predict the necessary correction on the frequency of the signal due to the Doppler effect, but also to present a real-time strategy for compensation in the pipeline of signal processing after its geolocation. …”
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A study on the acoustic propagation characteristics of circular expanding ducts using the finite element method by Wenyu Guan, Zhongying Xiong, Huan Xia

“…Studying the acoustic propagation characteristics of circularly expanding ducts is thus crucial for optimal design and noise control. Traditional prediction methods do not adequately account for three-dimensional wave effects inside a duct. …”
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Investigation of Micro- and Nanosized Particle Erosion in a 90° Pipe Bend Using a Two-Phase Discrete Phase Model by M. R. Safaei, O. Mahian, F. Garoosi, K. Hooman, A. Karimipour, S. N. Kazi, S. Gharehkhani

“…This paper addresses erosion prediction in 3-D, 90° elbow for two-phase (solid and liquid) turbulent flow with low volume fraction of copper. …”
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Layperson-Oriented versus Clinical-Based Models for Assessing 10-Year Incidence of Coronary Heart Disease: National FINRISK Study by Qing Qiao, Tiina Laatikainen, Weiguo Gao, Janne Pitkäniemi, Erkki Vartiainen

“…The predicted rates matched well with the observed ones (P>0.10). …”
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Analysis Methods for Aerodynamic Instability Detection on a Multistage Axial Compressor by Baofeng Tu, Xinyu Zhang, Jun Hu, Ming Zhong, Bing Xiong

“…The dynamic instability prediction performance of the two methods is studied on a low-speed and a high-speed two-stage axial compressor. …”
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Vehicle Flow Detection and Tracking Based on an Improved YOLOv8n and ByteTrack Framework by Jinjiang Liu, Yonghua Xie, Yu Zhang, Haoming Li

“…This method provides effective technical support for intelligent traffic management, traffic flow monitoring, and congestion prediction.…”
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Mechanical Properties of Paste Slurry under Constant Shear Rate in Initial Structure Failure Process by Chaoqun Dai, Aixiang Wu, Yan Qi, Zhiqiang Chen, Bin Li

“…The results showed that the model equation had higher prediction accuracy and better popularity. In the initial structural failure stage, the paste had a nonlinear stress-time relationship. …”
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Mechanical Response of Surrounding Rock of Karst Tunnel under Stress-Damage-Seepage Coupling Effect by An Gang-jian, Cao Zheng-zheng, Duan Hong-fei, Li Guo-sheng, Li Ao

“…The research achievements provide an important theoretical basis for prediction and treatment for dynamical disaster of karst tunnel.…”
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A Brief Review of Network Embedding by Yaojing Wang, Yuan Yao, Hanghang Tong, Feng Xu, Jian Lu

“…Learning the representations of nodes in a network can benefit various analysis tasks such as node classification, link prediction, clustering, and anomaly detection. Such a representation learning problem is referred to as network embedding, and it has attracted significant attention in recent years. …”
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Pulmonary Hypertension due to a Pulmonary Artery Leiomyosarcoma: A Case Report by Seyyed Hassan Adeli, Bardia Nemati, Mahboubeh Jandaghi, Mohammad Mahdi Riahi, Fatemeh Hosseinzadeh, Fatemeh Salarvand

“…In addition to clinical prediction scores and CT and MRI findings to identify the patients with pulmonary artery sarcoma, PET scanning is the diagnosis of choice in differentiating embolism and neoplasm and is strongly recommended in these patients.…”
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