Structural damage prediction of a reinforced concrete frame under single and multiple seismic events using machine learning algorithms

PC Lazaridis, IE Kavvadias, K Demertzis, L Iliadis… - Applied Sciences, 2022 - mdpi.com
Advanced machine learning algorithms have the potential to be successfully applied to
many areas of system modelling. In the present study, the capability of ten machine learning …

Interpretable Machine Learning for Assessing the Cumulative Damage of a Reinforced Concrete Frame Induced by Seismic Sequences

PC Lazaridis, IE Kavvadias, K Demertzis, L Iliadis… - Sustainability, 2023 - mdpi.com
Recently developed Machine Learning (ML) interpretability techniques have the potential to
explain how predictors influence the dependent variable in high-dimensional and non-linear …