Paul Gardner - Publications, H-index & Citations

Paul Gardner

University of Sheffield

23H指数

135论文数

2.4K被引数

收录论文 30

发表时间

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

IF8.9

2025-10-24

PREAI

J. Poole; N. Dervilis; K. Worden; P. Gardner; V. Giglioni; R.S. Mills; A.J. Hughes

Physics-informed transfer learning for SHM via feature selection 基于特征选择的用于SHM的物理信息迁移学习

Mechanical Systems and Signal Processing

IF8.9

2025-07-23

PREAI

J. Poole; P. Gardner; A.J. Hughes; N. Dervilis; R.S. Mills; T.A. Dardeno; K. Worden

Calibrating the Discrete Boundary Conditions of a Dynamic Simulation: A Combinatorial Approximate Bayesian Computation Sequential Monte Carlo (ABC-SMC) Approach 校准动态模拟的离散边界条件: 组合近似贝叶斯计算顺序蒙特卡洛 (abc-smc) 方法

SENSORS

IF3.5

2024-07-27

OAAI

Shamas, Jah; Rogers, Tim; Krynkin, Anton; Prisutova, Jevgenija; Gardner, Paul; Horoshenkov, Kirill V.; Shelley, Samuel R.; Dickenson, Paul

Hierarchical verification and validation in a forward model-driven structural health monitoring strategy

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

IF5.7

2023-11-08

OAAI

Wilson, James; Manson, Graeme; Gardner, Paul; Barthorpe, Robert J.

Robust model updating in structural dynamics using a new non-implausibility-motivated optimisation approach

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2023-09-01

PREAI

Huebler, Clemens; Gardner, Paul; Wolniak, Marlene

On robust risk-based active-learning algorithms for enhanced decision support

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2022-12-01

OAAI

Hughes, A. J.; Bull, L. A.; Gardner, P.; Dervilis, N.; Worden, K.

Closing the Control Loop with Time-Variant Embedded Soft Sensors and Recurrent Neural Networks

SOFT ROBOTICS

IF6.1

2022-12-01

OAAI

Thuruthel, Thomas George; Gardner, Paul; Iida, Fumiya

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

IF5.7

2022-07-08

OAAI

Poole, Jack; Gardner, Paul; Dervilis, Nikolaos; Bull, Lawrence; Worden, Keith

A transfer learning-based digital twin for detecting localised torsional friction in deviated wells

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2022-07-01

PREAI

Ritto, T. G.; Worden, K.; Wagg, D. J.; Rochinha, F. A.; Gardner, P.

A population-based SHM methodology for heterogeneous structures: Transferring damage localisation knowledge between different aircraft wings

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2022-06-01

OAAI

Gardner, P.; Bull, L. A.; Gosliga, J.; Poole, J.; Dervilis, N.; Worden, K.

Development and Regulation of Connected Combined Products: Reflections From the Medtech & Pharma Platform Association

CLINICAL THERAPEUTICS

IF3.6

2022-05-01

OAAI

Kuhler, Thomas C.; Schoenmakers, Marc; Shergold, Oliver; Affolter, Stephan; Bolislis, Winona Rei; Foster, Ruth; Gardner, Paul; Hruschka, Svenja; Jomini, Thierry; Kaveripakam, Sathish; Mayerhofer, Karl; Scherini, Tomaso; Swierczynska, Marta; Vandal, Gretchen; Fuerst-Ladani, Shayesteh

Robust equation discovery considering model discrepancy: A sparse Bayesian and Gaussian process approach

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2022-04-01

OAAI

Zhu, Yi-Chen; Gardner, Paul; Wagg, David J.; Barthorpe, Robert J.; Cross, Elizabeth J.; Fuentes, Ramon

Bayesian modelling of multivalued power curves from an operational wind farm

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2022-04-01

OAAI

Bull, L. A.; Gardner, P. A.; Rogers, T. J.; Dervilis, N.; Cross, E. J.; Papatheou, E.; Maguire, A. E.; Campos, C.; Worden, K.