68 citations · 172 across the 9 of their papers we have counts for
3 papers · 1 filter
Vold-Kalman Filter Order tracking of Axle Box Accelerations for Railway Stiffness Assessment
Cyprien Amadis Hoelzl, Vasilis Dertimanis, Lucian Ancu +2
Intelligent data-driven monitoring procedures hold enormous potential for ensuring safe operation and optimal management of the railway infrastructure in the face of increasing dem…
Nonlinear Reduced Order Modelling of Soil Structure Interaction Effects via LSTM and Autoencoder Neural Networks
Thomas Simpson, Nikolaos Dervilis, Philippe Couturier +2
In the field of structural health monitoring (SHM), inverse problems which require repeated analyses are common. With the increase in the use of nonlinear models, the development o…
On an application of graph neural networks in population based SHM
G. Tsialiamanis, C. Mylonas, E. Chatzi +3
Attempts have been made recently in the field of population-based structural health monitoring (PBSHM), to transfer knowledge between SHM models of different structures. The attemp…