Thomas Simpson

According to our database, Thomas Simpson authored at least 8 papers between 1997 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

A Reduced Order Model conditioned on monitoring features for estimation and uncertainty quantification in engineered systems.

Konstantinos Vlachas, Thomas Simpson, Anthony Garland, D. Dane Quinn, Charbel Farhat, Eleni N. Chatzi

CoRR, 2024

2023

VpROM: A novel Variational AutoEncoder-boosted Reduced Order Model for the treatment of parametric dependencies in nonlinear systems.

Thomas Simpson, Konstantinos Vlachas, Anthony Garland, Nikolaos Dervilis, Eleni N. Chatzi

CoRR, 2023

2022

Nonlinear Reduced Order Modelling of Soil Structure Interaction Effects via LSTM and Autoencoder Neural Networks.

Thomas Simpson, Nikolaos Dervilis, Philippe Couturier, Nico Maljaars, Eleni N. Chatzi

CoRR, 2022

2021

Machine Learning Approach to Model Order Reduction of Nonlinear Systems via Autoencoder and LSTM Networks.

Thomas Simpson, Nikolaos Dervilis, Eleni N. Chatzi

CoRR, 2021

2020

On the use of Nonlinear Normal Modes for Nonlinear Reduced Order Modelling.

Thomas Simpson, Nikolaos Dervilis, Eleni N. Chatzi

CoRR, 2020

On Dynamic Substructuring of Systems with Localised Nonlinearities.

Thomas Simpson, Dimitrios Giagopoulos, Vasilis K. Dertimanis, Eleni N. Chatzi

CoRR, 2020

On the Potenital of Dynamic Substructuring Methods for Model Updating.

Thomas Simpson, Vasilis K. Dertimanis, Costas Papadimitriou, Eleni N. Chatzi

CoRR, 2020

1997

Determination of unknown particle charges in a thunder cloud based upon detected electric field vectors.

Dan Drake, Thomas Simpson, Larry Smithmier, Penny Rheingans

Proceedings of the 8th IEEE Visualization Conference, 1997