Neural Network-Based Prediction of Amplification Factors for Nonlinear Soil Behaviour: Insights into Site Proxies

Keyphrases

• Amplification Factor 100%
• Neural Network Prediction 100%
• Nonlinear Soil Behavior 100%
• Site Proxies 100%
• Frequency Content 66%
• Period Range 66%
• Wave Propagation 66%
• Clay 66%
• Soil Profile 66%
• Site Parameters 66%
• Performance Improvement 33%
• Neural Network 33%
• Best Parameters 33%
• Code-based 33%
• Underlay 33%
• Sand 33%
• Radial Basis Function Neural Network (RBFNN) 33%
• Artificial Intelligence 33%
• Nonlinear Response 33%
• Resonant Frequency 33%
• Stiffness 33%
• Structural Engineering 33%
• Spatial Configuration 33%
• Triplet 33%
• Shear Wave Velocity 33%
• Earthquake Engineering 33%
• Soil Parameters 33%
• Seismic Design 33%
• Vs30 33%
• Site Effects 33%
• Seismic Analysis 33%
• Geotechnical Engineering 33%
• Regression Equation 33%
• Soft Soil 33%
• Iterative Procedure 33%
• Relevant Results 33%
• Nonlinear Soil 33%
• Network Method 33%
• Seismic Codes 33%
• Neuronal Network 33%
• Code Provisions 33%
• Soil Classification 33%
• Seismic Excitation 33%
• Seismic Record 33%
• Number of Sites 33%
• Seismic Ground Motion 33%
• Soil Model 33%
• Practical Prediction 33%
• Average Shear Wave Velocity 33%
• Equivalent Linear Model 33%
• Soil Depth 33%
• Site Factors 33%
• Soil Nonlinearity 33%
• Seismic Parameters 33%
• Sand Column 33%
• Prediction Equation 33%
• Generalized Regression Neural Network 33%

Engineering

• Amplification Factor 100%
• Frequency Content 66%
• Shear Wave Velocity 66%
• Parametric Study 33%
• Limited Number 33%
• Seismic Analysis 33%
• Main Factor 33%
• Artificial Intelligence 33%
• Nonlinearity 33%
• Ground Movement 33%
• Nonlinear Response 33%
• Earthquake Engineering 33%
• Soil Parameter 33%
• Radial Basis Function Network 33%
• Geotechnical Engineering 33%
• Resonance Frequency 33%
• Regression Equation 33%
• Iterative Procedure 33%
• Sand Column 33%
• Equivalent Linear Model 33%
• Exact Prediction 33%
• Spatial Configuration 33%
• Rigidity 33%
• Seismic Code 33%