Feature selection of ground motion intensity measures for data‐driven surrogate modeling of structures
JY Ding, DC Feng - Earthquake Engineering & Structural …, 2024 - Wiley Online Library
In the probabilistic seismic performance assessment of structures, intensity measures (IMs)
represent seismic characteristics and variations. Traditional fragility analysis method based …
represent seismic characteristics and variations. Traditional fragility analysis method based …
[HTML][HTML] Interpretable machine learning models for displacement demand prediction in reinforced concrete buildings under pulse-like earthquakes
This work proposes a novel procedure to guide the development of machine learning
models for estimating the seismic demand in existing reinforced concrete (RC) buildings …
models for estimating the seismic demand in existing reinforced concrete (RC) buildings …
[PDF][PDF] ANGULAR EFFICIENCY OF INTENSITY MEASURES
An Intensity measure (IM) characterizes the potential of a ground motion. As a representative
of a waveform, the IM's relationship with the structural response of buildings is essential in …
of a waveform, the IM's relationship with the structural response of buildings is essential in …