Accurate prediction of bridge responses plays an essential role in health monitoring and
safety assessment of bridges subjected to dynamic loads such as earthquakes. To this end …

High complexity and randomness in high-speed train-bridge interactive dynamic analysis
under earthquake lead to massive calculations in high-speed railway seismic design. To …

Predicting the nonlinear time-history responses of civil engineering structures under seismic
loading remains an essential task in earthquake engineering. This paper explores the …

Structural dynamics has numerous practical applications, such as structural analysis,
vibration control, energy harvesting, system identification, structural safety assessment, and …

One of the most significant and growing research fields in mechanical and civil engineering
is structural reliability analysis (SRA). A reliable and precise SRA usually has to deal with …

Seismic responses of tall pier bridges are usually estimated with nonlinear time history
analysis (NLTHA) since it is able to provide rigorous results while the time consumption is …

The dual metamodeling approach is usually adopted to tackle the stochastic nature of
earthquakes in seismic reliability analysis relying on the lognormal response assumption …

Abstract Machine learning–based methods, especially deep learning methods, have
achieved great success in seismic response modeling due to their exceptional performance …

Various metamodeling approaches are applied in conjunction with Monte Carlo simulation
and or the second moment-based method for reliability analyses of underground tunnels …

This paper aims at addressing the prediction of the displacement time histories and
subsequently hysteresis curves of reinforced concrete bridge piers using a real-time hybrid …