Thomas Simpson

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 7

Top Topics

Kalman Filtering

Interaction Effects

Top Venues

Publications

Konstantinos Vlachas, Thomas Simpson, Anthony Garland, D. Dane Quinn, Charbel Farhat, Eleni N. Chatzi
A Reduced Order Model conditioned on monitoring features for estimation and uncertainty quantification in engineered systems. CoRR (2024)
Thomas Simpson, Konstantinos Vlachas, Anthony Garland, Nikolaos Dervilis, Eleni N. Chatzi
VpROM: A novel Variational AutoEncoder-boosted Reduced Order Model for the treatment of parametric dependencies in nonlinear systems. CoRR (2023)
Thomas Simpson, Nikolaos Dervilis, Philippe Couturier, Nico Maljaars, Eleni N. Chatzi
Nonlinear Reduced Order Modelling of Soil Structure Interaction Effects via LSTM and Autoencoder Neural Networks. CoRR (2022)
Thomas Simpson, Nikolaos Dervilis, Eleni N. Chatzi
Machine Learning Approach to Model Order Reduction of Nonlinear Systems via Autoencoder and LSTM Networks. CoRR (2021)
Thomas Simpson, Dimitrios Giagopoulos, Vasilis K. Dertimanis, Eleni N. Chatzi
On Dynamic Substructuring of Systems with Localised Nonlinearities. CoRR (2020)
Thomas Simpson, Nikolaos Dervilis, Eleni N. Chatzi
On the use of Nonlinear Normal Modes for Nonlinear Reduced Order Modelling. CoRR (2020)
Thomas Simpson, Vasilis K. Dertimanis, Costas Papadimitriou, Eleni N. Chatzi
On the Potenital of Dynamic Substructuring Methods for Model Updating. CoRR (2020)
Dan Drake, Thomas Simpson, Larry Smithmier, Penny Rheingans
Determination of unknown particle charges in a thunder cloud based upon detected electric field vectors. IEEE Visualization (1997)