Worden, K.
1144  Ergebnisse:
Personensuche X
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1

On the hierarchical Bayesian modelling of frequency respons..:

Dardeno, T.A. ; Worden, K. ; Dervilis, N...
Mechanical Systems and Signal Processing.  208 (2024)  - p. 111072 , 2024
 
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2

On a meta-learning population-based approach to damage prog..:

Tsialiamanis, G. ; Sbarufatti, C. ; Dervilis, N..
Mechanical Systems and Signal Processing.  209 (2024)  - p. 111119 , 2024
 
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3

A probabilistic approach for acoustic emission based monito..:

Lindley, C.A. ; Jones, M.R. ; Rogers, T.J....
Mechanical Systems and Signal Processing.  208 (2024)  - p. 110958 , 2024
 
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4

Gaussian Processes:

, In: Computational Methods in Engineering & the Sciences; Machine Learning in Modeling and Simulation,
Rogers, T. J. ; Mclean, J. ; Cross, E. J.. - p. 121-147 , 2023
 
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5

Better Together: Using Multi-Task Learning to Improve Featu..:

, In: Data Science in Engineering, Volume 10; Conference Proceedings of the Society for Experimental Mechanics Series,
 
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6

Towards Risk-Informed PBSHM: Populations as Hierarchical Sy..:

, In: Conference Proceedings of the Society for Experimental Mechanics Series; Dynamics of Civil Structures, Volume 2,
Hughes, A. J. ; Gardner, P. ; Worden, K. - p. 117-127 , 2023
 
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7

A Population Form via Hierarchical Bayesian Modelling of th..:

, In: Data Science in Engineering, Volume 10; Conference Proceedings of the Society for Experimental Mechanics Series,
Dardeno, T. A. ; Bull, L. A. ; Dervilis, N.. - p. 95-103 , 2023
 
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8

Towards Physics-Based Metrics for Transfer Learning in Dyna..:

, In: Data Science in Engineering, Volume 10; Conference Proceedings of the Society for Experimental Mechanics Series,
Poole, J. ; Gardner, P. ; Dervilis, N.... - p. 73-81 , 2023
 
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9

A Meta-Learning Approach to Population-Based Modelling of S..:

, In: Data Science in Engineering, Volume 10; Conference Proceedings of the Society for Experimental Mechanics Series,
Tsialiamanis, G. ; Dervilis, N. ; Wagg, D. J.. - p. 63-71 , 2023
 
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10

Artificial Neural Networks:

, In: Computational Methods in Engineering & the Sciences; Machine Learning in Modeling and Simulation,
Worden, K. ; Tsialiamanis, G. ; Cross, E. J.. - p. 85-119 , 2023
 
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11

On Quantifying Data Normalisation via Cointegration with To..:

, In: Data Science in Engineering, Volume 10; Conference Proceedings of the Society for Experimental Mechanics Series,
Gowdridge, T. ; Dervilis, N. ; Cross, E. J.. - p. 43-52 , 2023
 
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12

Towards a population-informed approach to the definition of..:

Tsialiamanis, G. ; Dervilis, N. ; Wagg, D.J..
Mechanical Systems and Signal Processing.  200 (2023)  - p. 110581 , 2023
 
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13

Identification of piecewise-linear mechanical oscillators v..:

Nayek, R. ; Abdessalem, A.B. ; Dervilis, N...
Mechanical Systems and Signal Processing.  196 (2023)  - p. 110300 , 2023
 
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14

On robust risk-based active-learning algorithms for enhance..:

Hughes, A.J. ; Bull, L.A. ; Gardner, P...
Mechanical Systems and Signal Processing.  181 (2022)  - p. 109502 , 2022
 
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15

On the application of generative adversarial networks for n..:

Tsialiamanis, G. ; Champneys, M.D. ; Dervilis, N...
Mechanical Systems and Signal Processing.  166 (2022)  - p. 108473 , 2022
 
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