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2020 – today
- 2024
[i7]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 abs/2407.17139 (2024)- 2023
- [i6]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 abs/2304.12437 (2023) - 2022
- [i5]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 abs/2203.01842 (2022) - 2021
- [i4]Thomas Simpson, Nikolaos Dervilis, Eleni N. Chatzi:
Machine Learning Approach to Model Order Reduction of Nonlinear Systems via Autoencoder and LSTM Networks. CoRR abs/2109.11213 (2021) - 2020
- [i3]Thomas Simpson, Vasilis K. Dertimanis, Costas Papadimitriou, Eleni N. Chatzi:
On the Potenital of Dynamic Substructuring Methods for Model Updating. CoRR abs/2006.16596 (2020) - [i2]Thomas Simpson, Dimitrios Giagopoulos, Vasilis K. Dertimanis, Eleni N. Chatzi:
On Dynamic Substructuring of Systems with Localised Nonlinearities. CoRR abs/2006.16612 (2020) - [i1]Thomas Simpson, Nikolaos Dervilis, Eleni N. Chatzi:
On the use of Nonlinear Normal Modes for Nonlinear Reduced Order Modelling. CoRR abs/2007.00466 (2020)
1990 – 1999
- 1997
- [c1]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: 479-482
Coauthor Index
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