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Neural Network-Based Prediction of Amplification Factors for Nonlinear Soil Behaviour: Insights into Site Proxies
Published 2025-03-01“…The best parameter pair is (<i>PGA</i>; resonance frequency, <i>f</i><sub>0</sub>), which leads to a standard deviation reduction of at least 65%. For improved performance, we propose the practical triplet <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mfenced separators="|"><mrow><msub><mrow><mi>P</mi><mi>G</mi><mi>A</mi><mo>;</mo><mi>V</mi></mrow><mrow><mi>s</mi><mn>30</mn></mrow></msub><mo>;</mo><msub><mrow><mi>f</mi></mrow><mrow><mn>0</mn></mrow></msub></mrow></mfenced></mrow></semantics></math></inline-formula> with <i>V<sub>s</sub></i><sub>30</sub> being the average shear wave velocity within the upper 30 m of soil below the foundation. …”
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Triglyceride-glucose indices predict all-cause mortality after stroke in NHANES 1999–2018
Published 2025-05-01Get full text
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Moanna: Multi-Omics Autoencoder-Based Neural Network Algorithm for Predicting Breast Cancer Subtypes
Published 2023-01-01Get full text
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Speed Prediction of Urban Rail Transit Trains Based on Random Forest & Neural Network
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Prediction method of soil water content based on SVM optimized by improved salp swarm algorithm
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Prediction method of soil water content based on SVM optimized by improved salp swarm algorithm
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Short-Term Electric Load Prediction and Early Warning in Industrial Parks Based on Neural Network
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Advancing food security: The role of machine learning in pathogen detection
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Fatigue crack growth prediction in 2xxx AA with friction stir weld HAZ properties
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Research on Credit Card Default Prediction Based on k-Means SMOTE and BP Neural Network
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