Matthias G.R. Faes

Bayesian model updating via streamlined Bayesian active learning cubature

This paper proposes a novel Bayesian active learning method for Bayesian model updating, which is termed as "Streamlined Bayesian Active Learning Cubature" (SBALC). The core idea is to approximate the log-likelihood function using Gaussian process (GP) regression in a streamlined...

Optimal placement of viscous dampers in high-rise buildings using the target-oriented krill herd algorithm with a dynamic search mechanism

Optimal placement of viscous dampers is essential for enhancing the seismic performance of high-rise buildings. In this study, we propose a target-oriented krill herd algorithm with a dynamic search mechanism (DTOKH) to optimize the placement of viscous dampers in high-rise build...