68 citations · 172 across the 9 of their papers we have counts for
3 papers · 1 filter
Remaining Useful Life Estimation Under Uncertainty with Causal GraphNets
Charilaos Mylonas, Eleni Chatzi
In this work, a novel approach for the construction and training of time series models is presented that deals with the problem of learning on large time series with non-equispaced…
On the use of Nonlinear Normal Modes for Nonlinear Reduced Order Modelling
Thomas Simpson, Nikolaos Dervilis, Eleni Chatzi
In many areas of engineering, nonlinear numerical analysis is playing an increasingly important role in supporting the design and monitoring of structures. Whilst increasing comput…
On Dynamic Substructuring of Systems with Localised Nonlinearities
Thomas Simpson, Dimitrios Giagopoulos, Vasilis Dertimanis +1
Dynamic substructuring (DS) methods encompass a range of techniques to decompose large structural systems into multiple coupled subsystems. This decomposition has the principle ben…