The promise of implementing machine learning in earthquake engineering: A state-of-the-art review
Machine learning (ML) has evolved rapidly over recent years with the promise to
substantially alter and enhance the role of data science in a variety of disciplines. Compared …
substantially alter and enhance the role of data science in a variety of disciplines. Compared …
Machine learning for risk and resilience assessment in structural engineering: Progress and future trends
Population growth, economic development, and rapid urbanization in many areas have led
to increased exposure and vulnerability of structural and infrastructure systems to hazards …
to increased exposure and vulnerability of structural and infrastructure systems to hazards …
PEER NGA-east database
This article documents the earthquake ground motion database developed for the NGA-East
Project, initiated as part of the Next Generation Attenuation (NGA) research program and led …
Project, initiated as part of the Next Generation Attenuation (NGA) research program and led …
Life‐cycle benefits estimation for hybrid seismic‐resistant self‐centering braced frames
The hybrid self‐centering braced frames (HSBFs) with shape memory alloy‐based braces
(SMABs) and viscous dampers (VDs) are an emerging structural system developed for …
(SMABs) and viscous dampers (VDs) are an emerging structural system developed for …
NGA-West2 ground motion model for the average horizontal components of PGA, PGV, and 5% damped linear acceleration response spectra
KW Campbell, Y Bozorgnia - Earthquake Spectra, 2014 - journals.sagepub.com
We used an expanded PEER NGA-West2 database to develop a new ground motion
prediction equation (GMPE) for the average horizontal components of PGA, PGV, and 5 …
prediction equation (GMPE) for the average horizontal components of PGA, PGV, and 5 …
Summary of the ASK14 ground motion relation for active crustal regions
NA Abrahamson, WJ Silva, R Kamai - Earthquake Spectra, 2014 - journals.sagepub.com
Empirical ground motion models for the average horizontal component from shallow crustal
earthquakes in active tectonic regions are derived using the PEER NGA-West2 database …
earthquakes in active tectonic regions are derived using the PEER NGA-West2 database …
NGA-West2 equations for predicting PGA, PGV, and 5% damped PSA for shallow crustal earthquakes
We provide ground motion prediction equations for computing medians and standard
deviations of average horizontal component intensity measures (IMs) for shallow crustal …
deviations of average horizontal component intensity measures (IMs) for shallow crustal …
Frequency independent damped outrigger systems for multi‐mode seismic control of super tall buildings with frequency independent negative stiffness enhancement
Damped outrigger system is effective for improving energy dissipation for tall buildings.
However, conventional damped outrigger (CDO) system with viscous damping has two …
However, conventional damped outrigger (CDO) system with viscous damping has two …
NGA-subduction global ground motion models with regional adjustment factors
We develop semi-empirical ground motion models (GMMs) for peak ground acceleration,
peak ground velocity, and 5%-damped pseudo-spectral accelerations for periods from 0.01 …
peak ground velocity, and 5%-damped pseudo-spectral accelerations for periods from 0.01 …
NGA-West2 research project
Y Bozorgnia, NA Abrahamson, LA Atik… - Earthquake …, 2014 - journals.sagepub.com
The NGA-West2 project is a large multidisciplinary, multi-year research program on the Next
Generation Attenuation (NGA) models for shallow crustal earthquakes in active tectonic …
Generation Attenuation (NGA) models for shallow crustal earthquakes in active tectonic …