Seismic demand amplification of steel frames with SMAs induced by earthquake sequences

Keyphrases

• Amplification Coefficient 33%
• Amplification Effect 16%
• Coefficient of Determination 16%
• Demand Amplification 100%
• Earthquake Sequence 100%
• Energy Modification Factor 66%
• Higher Coefficients 16%
• Hysteretic Model 16%
• Hysteretic Parameters 16%
• Inelastic Seismic Demand 16%
• Interpretable Machine Learning 16%
• Machine Learning Algorithms 16%
• Machine Learning Approach 16%
• Machine Learning Models 16%
• Mainshock 33%
• Mainshock-aftershock 83%
• Partial Dependence Plot 16%
• Seismic Demand 100%
• Self-centering 33%
• Shape Memory Alloy 100%
• Shapely Additive Explanations 16%
• Single Degree of Freedom 16%
• Spectral Analysis 16%
• Steel Frame 100%
• Trilinear 33%
• XGBoost Model 16%

Engineering

• Degree of Freedom 20%
• Learning Approach 20%
• Learning System 40%
• Machine Learning Algorithm 20%
• Modification Factor 80%
• Shape Memory Alloy 100%
• Single Degree 20%
• Steel Frame 100%

Earth and Planetary Sciences

• Aftershock 100%
• Degree of Freedom 20%
• Machine Learning 60%
• Shape Memory Alloy 100%
• Spectrum Analysis 20%