Thermal Damage Characterization and Modeling in Granite Samples Subjected to Heat Treatment by Leveraging Machine Learning and Experimental Data by Gabit Sansyzbekov, Amoussou Coffi Adoko, Paul Mathews George

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Development and validation of a decision tree model for prediction of insomnia risk among ischemic stroke convalescence patients by Xuefeng Sun, Zilin Wang, Yuqing Song, Deyu Cong, Shu Sun, Xinye Zhang, Ye Zhang, Hongshi Zhang

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Dysregulated interleukin networks drive immune heterogeneity in Alzheimer’s disease: an immunogenomic approach to subgroup classification and predictive modeling by Bin Zhang, Binglei Xu, Ruoxian Zhang, Baoying Gong, Jianwen Guo

“…LASSO and logistic regression were used to identify key interleukin genes, which were employed to construct a predictive nomogram. This model was validated using the GSE132903 dataset. …”
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Construction and validation of a predictive model for the serum phosphorus reduction after total parathyroidectomy in patients with secondary hyperparathyroidism by Yingnan Feng, Yingnan Feng, Yinghui Zhou, Xiaodong Feng, Qila Sa, Qila Sa, Ningyuan Zhang, Ningyuan Zhang, Wantao Xie, Wantao Xie, Bailiang Liu, Fengyang Chen, Guangming Cheng, Wei Zhang

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Express Analysis of the Structural and Electronic Properties of Nanomaterials Using Big Data, Large Language Models and Generative Artificial Intelligence by N. A. Shymanski, A. V. Baglov, Kh. B. Musaev, O. N. Ruzimuradov, L. S. Khoroshko

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External Validation of 3 Prediction Models for Mortality in Out‐of‐Hospital Cardiac Arrest Survivors: A Retrospective Multicenter Study by Chun‐Hsiang Huang, Edward Pei‐Chuan Huang, Cheng‐Yi Fan, Yi‐Chien Kuo, Chien‐Tai Huang, Ching‐Yu Chen, Chi‐Hsin Chen, Yi‐Ju Ho, Chun‐Ju Lien, Yun‐Chang Chen, Sih‐Shiang Huang, Tzu‐Hsueh Wang, Wen‐Chu Chiang, Wei‐Tien Chang, Chien‐Hua Huang, Chih‐Wei Sung

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Sleep Stage Classification Through HRV, Complexity Measures, and Heart Rate Asymmetry Using Generalized Estimating Equations Models by Bartosz Biczuk, Sebastian Żurek, Szymon Jurga, Elżbieta Turska, Przemysław Guzik, Jarosław Piskorski

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Heuristic Binary Search for Modulated Predictive Control by Rafael FIgueiredo, Igor Oliani, Angelo Lunardi, Alfeu J. Sguarezi Filho

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Impact of climatic change on alpine ecosystems: inference and prediction by Nigel G. Yoccoz, Anne Delestrade, Anne Loison

“…Even if we have made important progress regarding the development of predictive models, particularly so for distribution of alpine plants, we still need to set up observational and experimental networks which properly take into account the variability of alpine ecosystems and of their interactions with climate.…”
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Prediction of antiarrhythmic therapy effectiveness in children by L. I. Svintsova, O. Yu. Dzhaffarova, I. V. Plotnikova

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Application of Radionuclides Migration Software(MNS) in Radionuclides Diffusion Modeling by Yao LI, Rui-hao LI, Duo ZHOU, Xi CHEN, Yu-wei XU, Bo WANG

“…To satisfy the need of the prediction of radionuclides in long time and large scale, the disposal chemistry team at China Institute of Atomic Energy developed a radionuclide migration software, MNS, which could implement 2D or 3D system modeling by GID software and provide the concentration distribution of radionuclides in desired time and space point. …”
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Prediction of Chlorophyll a in Kurtboğazı and Çamlıdere Reservoirs by Handan Çamdeviren, Sıddık Keskin, Nilsun Demır, &ccedil -

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Dynamic causal models in infectious disease epidemiology—an assessment of their predictive validity based on the COVID-19 epidemic in the UK 2020 to 2024 by Cam Bowie, Karl Friston

“…This technical report addresses the predictive validity of long-term epidemiological forecasting based upon dynamic causal modeling. …”
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Predictive Performance of Anti-Lock Braking System with PID Controller Optimized by Gravitational Search Algorithm for a Quarter Car Model: Simulation Modeling and Control by Mohd Sabirin Rahmat, Fauzi Ahmad, Vimal Rau Aparow, Rizauddin Ramli, Sallehuddin Mohamed Haris, Mohd Anas Mohd Sabri, Mohd Anas Mohd Sabri, Meor Iqram Meor Ahmad, Mohd Muhyidin Mustafa

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Research on digital twin modeling method for combustion process based on model reduction by Yue Zhang, Jiale Li

Subjects: “…Model reduction…”
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A multi‐stage model for bird's eye view prediction based on stereo‐matching model and RGB‐D semantic segmentation by Zhongyu Rao, Yingfeng Cai, Hai Wang, Long Chen, Yicheng Li

“…Finally, the authors propose a Multi Strip Pooling Unet (MSP‐Unet) model with a hierarchical multi‐scale (HMS) attention and strip pooling (SP) module to improve prediction with BEV generation. …”
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Enhancing the prediction of hospitalization from a COVID-19 agent-based model: A Bayesian method for model parameter estimation. by Emily Hadley, Sarah Rhea, Kasey Jones, Lei Li, Marie Stoner, Georgiy Bobashev

“…Agent-based models (ABMs) have become a common tool for estimating demand for hospital beds during the COVID-19 pandemic. …”
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Improving Typhoon Predictions by Integrating Data‐Driven Machine Learning Model With Physics Model Based on the Spectral Nudging and Data Assimilation by Zeyi Niu, Wei Huang, Lei Zhang, Lin Deng, Haibo Wang, Yuhua Yang, Dongliang Wang, Hong Li

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Urban Signalized Intersection Traffic State Prediction: A Spatial–Temporal Graph Model Integrating the Cell Transmission Model and Transformer by Anran Li, Zhenlin Xu, Wenhao Li, Yanyan Chen, Yuyan Pan

Subjects: “…cell transmission model…”
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Comparison of Different Scores in Predicting Mortality in Patients with Acute on Chronic Liver Failure Admitted to the Intensive Care Unit of a Tertiary Care Hospital by Raja Taha Yaseen Khan, Hina Ismail, Abbas Ali Tasneem, Saleem Shahzad, Shoaib Ahmed Khan, Mehboob Jan, Syed Mudassir Laeeq, Zain Majid, Muhammad Qaiser Panezai, Danish Kumar, Nasir Hasan Luck

“…Objective: The objective was to compare the performance of different non-invasive available models in predicting one-month and six months mortality in ACLF. …”
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