Now showing items 1-2 of 2

• #### Deep learning enhanced principal component analysis for structural health monitoring ﻿

(2022-01-01)
This paper proposes a Deep Learning Enhanced Principal Component Analysis (PCA) approach for outlier detection to assess the structural condition of bridges. We employ partially explainable autoencoder architecture to ...
• #### Supervised Deep Learning with Finite Element simulations for damage identification in bridges ﻿

(2022-04-15)
This work proposes a supervised Deep Learning approach for damage identification in bridge structures. We employ a hybrid methodology that incorporates Finite Element simulations to enrich the training phase of a Deep ...