| On the transfer of damage detectors between structures: An experimental case study LA Bull, PA Gardner, N Dervilis, E Papatheou, M Haywood-Alexander, ... Journal of Sound and Vibration 501, 116072, 2021 | 44 | 2021 |
| Structured machine learning tools for modelling characteristics of guided waves M Haywood-Alexander, N Dervilis, K Worden, EJ Cross, RS Mills, ... Mechanical Systems and Signal Processing 156, 107628, 2021 | 25 | 2021 |
| Informative bayesian tools for damage localisation by decomposition of lamb wave signals M Haywood-Alexander, N Dervilis, K Worden, G Dobie, TJ Rogers Journal of Sound and Vibration 535, 117063, 2022 | 10 | 2022 |
| Investigating the effects of ambient temperature on feature consistency in vibration-based SHM TA DARDENO, M HAYWOOD-ALEXANDER, RS MILLS, LA BULL, ... STRUCTURAL HEALTH MONITORING 2021, 2021 | 5 | 2021 |
| Decomposition of multi-mode signals using dispersion curves and Bayesian linear regression M Haywood-Alexander, N Dervilis, K Worden, GB Dobie, TJ Rogers Health Monitoring of Structural and Biological Systems XV 11593, 280-291, 2021 | 2 | 2021 |
| Lamb wave mode separation using dispersion curves M Haywood-Alexander, K Worden, G Dobie, TJ Rogers, N Dervilis 8th International Conference on Uncertainty in Structural Dynamics (USD 2020), 2020 | 2 | 2020 |
| A Bayesian Approach to Lamb-Wave Dispersion Curve Material Identification in Composite Plates M Haywood-Alexander, N Dervilis, K Worden, TJ Rogers European Workshop on Structural Health Monitoring, 139-149, 2022 | 1 | 2022 |
| Health monitoring of composite structures by combining ultrasonic wave data M HAYWOOD-ALEXANDER, K Worden, R Barthorpe, R Fuentes, ... Structural Health Monitoring 2019, 2019 | 1 | 2019 |
| Full-scale modal testing of a Hawk T1A aircraft for benchmarking vibration-based methods M Haywood-Alexander, RS Mills, MD Champneys, MR Jones, MS Bonney, ... Journal of Sound and Vibration 576, 118295, 2024 | | 2024 |
| Discussing the Spectrum of Physics-Enhanced Machine Learnin; a Survey on Structural Mechanics Applications M Haywood-Alexander, W Liu, K Bacsa, Z Lai, E Chatzi arXiv preprint arXiv:2310.20425, 2023 | | 2023 |
| The Astir Glider Wing Dataset for Population-Based SHM M Haywood-Alexander, K Worden, N Dervilis, RS Mills, LA Bull, ... Society for Experimental Mechanics Annual Conference and Exposition, 19-25, 2023 | | 2023 |
| Better Together: Using Multi-Task Learning to Improve Feature Selection Within Structural Datasets SC Bee, E Papatheou, M Haywood-Alexander, RS Mills, LA Bull, ... Society for Experimental Mechanics Annual Conference and Exposition, 53-61, 2023 | | 2023 |
| Physics-Informed Neural Networks for One-Step-Ahead Prediction of Dynamical Systems M HAYWOOD-ALEXANDER, E CHATZI STRUCTURAL HEALTH MONITORING 2023, 2023 | | 2023 |
| On the Use of Model-Based Versus Data-Based Approaches for Virtual Sensing in SHM E PAPATHEOU, K TATSIS, K AGATHOS, M HAYWOOD-ALEXANDER, ... STRUCTURAL HEALTH MONITORING 2023, 2023 | | 2023 |
| Physics Enhanced Machine Learning for Monitoring and Twinning M HAYWOOD-ALEXANDER, K BACSA, WEI LIU, Z LAI, E CHATZI STRUCTURAL HEALTH MONITORING 2023, 2023 | | 2023 |
| Virtual sensing for SHM: a comparison between Kalman filters and Gaussian processes E Papatheou, KE Tatsis, RS Battu, K Agathos, M Haywood-Alexander, ... Proceedings of ISMA2022 including USD2022, 3792-3803, 2023 | | 2023 |
| A Bayesian Method for Material Identification of Composite Plates Via Dispersion Curves M Haywood-Alexander, N Dervilis, K Worden, RS Mills, P Ladpli, ... Sensors 23, 185, 2022 | | 2022 |
| Development of Novel Tools for Application of Ultrasonic Guided Waves in Fibre-Composites M Haywood-Alexander University of Sheffield, 2022 | | 2022 |
| Transferring Damage Detectors Between Tailplane Experiments LA Bull, PA Gardner, N Dervilis, E Papatheou, M Haywood-Alexander, ... Data Science in Engineering, Volume 9: Proceedings of the 39th IMAC, A …, 2022 | | 2022 |
| Modelling of Guided Waves in a Composite Plate Through a Combination of Physical Knowledge and Regression Analysis M Haywood-Alexander, TJ Rogers, K Worden, RJ Barthorpe, EJ Cross, ... Rotating Machinery, Optical Methods & Scanning LDV Methods, Volume 6 …, 2020 | | 2020 |
Nikolaos DervilisUniversity of Sheffield, Dynamics Research Group, Sheffield, UKVerified email at sheffield.ac.uk
