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T. Simpson

6 papers hereh-index 7171 citations14 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author6

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.CE4
  • math.NA2
same name
  • T. Simpson — 13 papers, h 10
  • T. Simpson — 2 papers, h 2
  • T. Simpson — 1 paper, h 4
  • T. Simpson — 1 paper, h 0
  • T. Simpson — 1 paper, h 72
  • T. Simpson — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202023
most citedMachine Learning Approach to Model Order Reduction of Nonlinear Systems via Autoencoder and LSTM Networks

68 citations · 70 across the 4 of their papers we have counts for

collaborators
Showing 2020Show all

3 papers · 1 filter

math.NA2020★ 2 cited

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…

cs.CE2020

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…

cs.CE2020

On the Potential of Dynamic Substructuring Methods for Model Updating

Thomas Simpson, Vasilis Dertimanis, Costas Papadimitriou +1

While purely data-driven assessment is feasible for the first levels of the Structural Health Monitoring (SHM) process, namely damage detection and arguably damage localization, th…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.