2 papers
stat.CO2024
UQ state-dependent framework for seismic fragility assessment of industrial components
C. Nardin, S. Marelli, O. S. Bursi +2
In this study, we propose a novel surrogate modelling approach to efficiently and accurately approximate the response of complex dynamical systems driven by time-varying Recently,…
stat.ME2024
Surrogate modeling for probability distribution estimation:uniform or adaptive design?
Maijia Su, Ziqi Wang, Oreste Salvatore Bursi +1
The active learning (AL) technique, one of the state-of-the-art methods for constructing surrogate models, has shown high accuracy and efficiency in forward uncertainty quantificat…