The Performance Study on the Long-Span Bridge Involving the Wireless Sensor Network Technology in a Big Data Environment by Liwen Zhang, Chao Zhang, Zhuo Sun, You Dong, Pu Wei

“…In addition, the relative error of predicted values using PSO-BP neural network is only 2.71%, which is obviously less than the predicted results of other two neural network models. …”
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Ag–Cu solid–liquid interface velocity and growth morphology dependence on material data variations under rapid solidification conditions by D. Cietek, R. J. Hebert

“…This work aims at determining the effect that variations in material data have on predictions of growth morphologies for the Ag-Cu system. …”
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Regional Heterogeneity of Carbon Emissions and Peaking Path of Carbon Emissions in the Bohai Rim Region by Chuanhui Wang, Mengzhen Zhao, Weifeng Gong, Zhenyue Fan, Wenwen Li

“…It is predicted to reach the carbon peak before 2026. The energy intensity of Inner Mongolia has decreased rapidly, and it is predicted to reach the carbon peak before 2029. …”
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Reduced-Order Modeling of Cavity Flow Oscillations across Multi-Mach Numbers Using Deep Learning by Zhe Liu, Fangli Ning, Hui Ding, Qingbo Zhai, Juan Wei

“…The reduced-order model can accurately and efficiently predict unsteady problems in many aerospace engineering applications. …”
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Clinical Performance of the Spot Vision Photo Screener before and after Induction of Cycloplegia in Children by Konuralp Yakar

“…With cycloplegia, the positive predictive value of Spot was 63.6% and the negative predictive value was 95.8%. …”
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Using Mathematical Modeling as a Resource in Clinical Trials by Evans K. Afenya

“…Areas of commonality between the model predictions and the clinical findings are investigated as a way of further validating the model predictions and also establishing mathematical foundations for the clinical studies. …”
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Hierarchical and Distributed Eco-Driving Approach for Mixed Vehicle Clusters at Unsignalized Intersections by Jie Yu, Yugong Luo, Weiwei Kong, Fachao Jiang

“…Furthermore, the CFDL integral terminal sliding mode predictive control (CFDL-ITSMPC) scheme is utilized to predict the time-varying driving speed of HDVs, and then, the CFDL predictive control (CFDL-PC) scheme is utilized to predict the expected control variables of ICVs formation. …”
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Constructing a machine learning model for systemic infection after kidney stone surgery based on CT values by Jiaxin Li, Yao Du, Gaoming Huang, Yawei Huang, Xiaoqing Xi, Zhenfeng Ye

“…The eXtreme Gradient Boosting (XGBoost) model was the best performer [AUC: 0.858; sensitivity: 0.877; specificity: 0.981; accuracy: 0.841; positive predictive value: 0.629; negative predictive value: 0.851]. …”
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Estimating the Relative Risks of Spatial Clusters Using a Predictor–Corrector Method by Majid Bani-Yaghoub, Kamel Rekab, Julia Pluta, Said Tabharit

“…The predictive accuracies ranged from moderate to high, indicating the potential applicability of this method for predictive disease analytic and future pandemic preparedness.…”
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Strong Emergence Arising from Weak Emergence by Thomas Schmickl

“…Predictions of emergent phenomena, appearing on the macroscopic layer of a complex system, can fail if they are made by a microscopic model. …”
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Study of Reaction Mechanisms in α + 69Ga reaction at ≈10 – 50 MeV by F. K. Amanuel

“…The theoretical model predictions were based on the statistical code COMPLETE, and the predicted results were compared and discussed with existing experimental data. …”
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Study of Reaction Mechanisms in α + 69Ga reaction at ≈10 – 50 MeV by F. K. Amanuel

“…The theoretical model predictions were based on the statistical code COMPLETE, and the predicted results were compared and discussed with existing experimental data. …”
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The Sex Factor: Epidemiology and Management of Chronic Obstructive Pulmonary Disease in British Columbia by Pat G Camp, Munaza Chaudhry, Howard Platt, Michael Roch, Jeremy Road, Donald Sin, Robert D Levy

“…Whether these predictions have been realized is unknown.…”
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Accounting for racial bias and social determinants of health in a model of hypertension control by Yang Hu, Nicholas Cordella, Rebecca G. Mishuris, Ioannis Ch. Paschalidis

“…Results The predictive model of high SBP reached an Area Under the Receiver Operating Characteristic Curve of 74.49% ± 0.23%. …”
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The Eighth Industrial Fluids Properties Simulation Challenge by Nathan E Schultz, Riaz Ahmad, John K Brennan, Kevin A Frankel, Jonathan D Moore, Joshua D Moore, Raymond D Mountain, Richard B Ross, Matthias Thommes, Vincent K Shen, Daniel W Siderius, Kenneth D Smith

“…Overall, good agreement and consistency were found between the predictions of most entrants.…”
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Clinicopathological study of adrenal pheochromocytoma and extra-adrenal paragangliomas with reference to GAPP and PASS scoring systems by Akash Mondal, Moumita Sengupta, Soumya Dey, Anish Kar, Krishnendu Maiti, Debansu Sarkar, Uttara Chatterjee

“…PASS score showed high sensitivity and negative predictive value but low specificity and positive predictive value. …”
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Identifying Community-Built Environment’s Effect on Physical Activity and Depressive Symptoms Trajectories Among Middle-aged and Older Adults: Chinese National Longitudinal Study by Kaili Zhang, Bowen Huang, Prasanna Divigalpitiya

“…OPA exhibited dual effects, positively predicting the initial level of depressive symptoms (β=.108, P<.001) but negatively predicting their upward trajectory (β=–.136, P=.009). …”
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Forudsigelser om skyld og straffastsættelse by Christian M. Dahl, Rasmus H. Wandall, Simon Wittrock

“…Abstract A certain degree of predictability in criminal law is important for the overall functionality of the criminal justice system. …”
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Low Complexity, Low Probability Patterns and Consequences for Algorithmic Probability Applications by Mohammad Alaskandarani, Kamaludin Dingle

“…Although quantitatively fairly accurate, a main weakness of these predictions is that they are given as an upper bound on the probability of a pattern, but many low complexity, low probability patterns occur, for which the upper bound has little predictive value. …”
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Perceptions of social interactions and second language willingness to communicate in different activities by He Han, Bing Li

“…Abstract This study examined whether students’ perceived social interactions within different learning activities predicted their willingness to communicate (WTC) in second language (L2) classrooms. …”
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