Accurate force–deformation hysteretic models for structures, components, and materials are
essential for structural analysis. The development of an explicit mathematical model for …

This paper proposes 1) a new hybrid analysis technique by integrating a data-driven method
with a physics-based technique to perform nonlinear analysis of steel structural systems …

Feed-forward control of hysteretic systems is a challenging task due to the hysteresis
nonlinearity. Hysteresis models are utilized not only for identification, but also for hysteresis …

This paper proposes a new substructuring technique for hybrid simulation of steel braced
frame structures under seismic loading in which a new machine learning-based model is …

Numerical simulation and hybrid simulation are extensively used in earthquake engineering
to evaluate the seismic response of structures under seismic loading. Despite the advances …