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N
Nikolaos Dervilis
University of Sheffield
33
H指数
226
论文数
3.3K
被引数
0
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53
发表时间
发表时间
IF
被引数
Active transfer learning for structural health monitoring
主动迁移学习在结构健康监测中的应用
Mechanical Systems and Signal Processing
IF
8.9
2025-10-24
0
PRE
AI
J. Poole; N. Dervilis; K. Worden; P. Gardner; V. Giglioni; R.S. Mills; A.J. Hughes
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Inter-turbine modelling of wind-farm power using multi-task learning
利用多任务学习进行风力发电场功率的涡轮间建模
Mechanical Systems and Signal Processing
IF
8.9
2025-10-23
0
PRE
AI
Simon M. Brealy; Lawrence A. Bull; Pauline Beltrando; Anders Sommer; Nikolaos Dervilis; Keith Worden
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VpROM: a novel variational autoencoder-boosted reduced order model for the treatment of parametric dependencies in nonlinear systems
SCIENTIFIC REPORTS
IF
3.9
2024-03-13
2
OA
AI
Simpson, Thomas; Vlachas, Konstantinos; Garland, Anthony; Dervilis, Nikolaos; Chatzi, Eleni
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On a meta-learning population-based approach to damage prognosis
MECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF
8.9
2024-03-01
2
OA
AI
Tsialiamanis, G.; Sbarufatti, C.; Dervilis, N.; Worden, K.
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On the hierarchical Bayesian modelling of frequency response functions
MECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF
8.9
2024-02-01
0
OA
AI
Dardeno, T. A.; Worden, K.; Dervilis, N.; Mills, R. S.; Bull, L. A.
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Towards a population-informed approach to the definition of data-driven models for structural dynamics
采用人口知情的方法来定义结构动力学的数据驱动模型
MECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF
8.9
2023-10-01
2
OA
AI
Tsialiamanis, G.; Dervilis, N.; Wagg, D. J.; Worden, K.
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Feasibility study on a full-scale wind turbine blade monitoring campaign: Comparing performance and robustness of features extracted from medium-frequency active vibrations
WIND ENERGY
IF
3.3
2023-08-10
1
OA
AI
Fremmelev, M. A.; Ladpli, P.; Orlowitz, E.; Dervilis, N.; McGugan, M.; Branner, K.
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Identification of piecewise-linear mechanical oscillators via Bayesian model selection and parameter estimation
MECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF
8.9
2023-08-01
2
OA
AI
Nayek, R.; Abdessalem, A. B.; Dervilis, N.; Cross, E. J.; Worden, K.
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A full-scale wind turbine blade monitoring campaign: detection of damage initiation and progression using medium-frequency active vibrations
全面的风力涡轮机叶片监测活动: 使用中频主动振动检测损伤的起始和进展
STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
IF
5.7
2023-04-13
8
OA
AI
Fremmelev, Mads Anker; Ladpli, Purim; Orlowitz, Esben; Dervilis, Nikolaos; McGugan, Malcolm; Branner, Kim
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A time-evolving digital twin tool for engineering dynamics applications
MECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF
8.9
2023-04-01
10
PRE
AI
Edington, Lara; Dervilis, Nikolaos; Ben Abdessalem, Anis; Wagg, David
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A Bayesian Method for Material Identification of Composite Plates via Dispersion Curves
SENSORS
IF
3.5
2022-12-24
0
OA
AI
Haywood-Alexander, Marcus; Dervilis, Nikolaos; Worden, Keith; Mills, Robin S.; Ladpli, Purim; Rogers, Timothy J.
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On robust risk-based active-learning algorithms for enhanced decision support
MECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF
8.9
2022-12-01
7
OA
AI
Hughes, A. J.; Bull, L. A.; Gardner, P.; Dervilis, N.; Worden, K.
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On the dynamic properties of statistically-independent nonlinear normal modes
MECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF
8.9
2022-12-01
3
OA
AI
Champneys, M. D.; Tsialiamanis, G.; Rogers, T. J.; Dervilis, N.; Worden, K.
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Modelling variability in vibration-based PBSHM via a generalised population form
JOURNAL OF SOUND AND VIBRATION
IF
4.9
2022-11-01
5
OA
AI
Dardeno, T. A.; Bull, L. A.; Mills, R. S.; Dervilis, N.; Worden, K.
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Informative Bayesian tools for damage localisation by decomposition of Lamb wave signals
JOURNAL OF SOUND AND VIBRATION
IF
4.9
2022-09-01
9
OA
AI
Haywood-Alexander, Marcus; Dervilis, Nikolaos; Worden, Keith; Dobie, Gordon; Rogers, Timothy J.
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On statistic alignment for domain adaptation in structural health monitoring
结构健康监测中域自适应的统计对齐
STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
IF
5.7
2022-07-08
19
OA
AI
Poole, Jack; Gardner, Paul; Dervilis, Nikolaos; Bull, Lawrence; Worden, Keith
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Predicting local material thickness from steady-state ultrasonic wavefield measurements using a convolutional neural network
ULTRASONICS
IF
4.1
2022-07-01
4
OA
AI
Eckels, Joshua D.; Jacobson, Erica M.; Cummings, Ian T.; Fernandez, Isabel F.; Ho, Kelly; Dervilis, Nikolaos; Flynn, Eric B.; Wachtor, Adam J.
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A population-based SHM methodology for heterogeneous structures: Transferring damage localisation knowledge between different aircraft wings
MECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF
8.9
2022-06-01
24
OA
AI
Gardner, P.; Bull, L. A.; Gosliga, J.; Poole, J.; Dervilis, N.; Worden, K.
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Bayesian modelling of multivalued power curves from an operational wind farm
MECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF
8.9
2022-04-01
5
OA
AI
Bull, L. A.; Gardner, P. A.; Rogers, T. J.; Dervilis, N.; Cross, E. J.; Papatheou, E.; Maguire, A. E.; Campos, C.; Worden, K.
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Domain-adapted Gaussian mixture models for population-based structural health monitoring
JOURNAL OF CIVIL STRUCTURAL HEALTH MONITORING
IF
4.3
2022-03-29
22
OA
AI
Gardner, Paul; Bull, Lawrence A.; Dervilis, Nikolaos; Worden, Keith
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研究方向
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合作学者
合作期刊
K
Keith Worden
H 指数: 75 · 论文数: 832
D
David S. Sanders
H 指数: 75 · 论文数: 570
C
Charles R. Farrar
H 指数: 74 · 论文数: 517
T
Thomas J. Simpson
H 指数: 52 · 论文数: 346
E
Eleni Chatzi
H 指数: 51 · 论文数: 657
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