| On the application of generative adversarial networks for nonlinear modal analysis G Tsialiamanis, MD Champneys, N Dervilis, DJ Wagg, K Worden Mechanical Systems and Signal Processing 166, 108473, 2022 | 21 | 2022 |
| On the vulnerability of data-driven structural health monitoring models to adversarial attack MD Champneys, A Green, J Morales, M Silva, D Mascarenas Structural Health Monitoring 20 (4), 1476-1493, 2021 | 14 | 2021 |
| On the dynamic properties of statistically-independent nonlinear normal modes MD Champneys, G Tsialiamanis, TJ Rogers, N Dervilis, K Worden Mechanical Systems and Signal Processing 181, 109510, 2022 | 4 | 2022 |
| Nonlinear modal analysis based on complete statistical independence M Champneys, K Worden, N Dervilis NONLINEAR VIBRATIONS, LOCALIZATION AND ENERGY TRANSFER, 4, 2019 | 4 | 2019 |
| Challenges in nonlinear structural dynamics: New optimisation perspectives M Champneys University of Sheffield, 2022 | 1 | 2022 |
| 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 |
| Probabilistic-Numeric SMC Sampling for Bayesian Nonlinear System Identification in Continuous Time JD Longbottom, MD Champneys, TJ Rogers arXiv preprint arXiv:2404.12923, 2024 | | 2024 |
| Towards Exact Statistically Independent Nonlinear Normal Modes via the FPK Equation MD Champneys, TJ Rogers, N Dervilis, K Worden Society for Experimental Mechanics Annual Conference and Exposition, 81-91, 2023 | | 2023 |
| PAO: A general particle swarm algorithm with exact dynamics and closed-form transition densities MD Champneys, TJ Rogers arXiv preprint arXiv:2304.14956, 2023 | | 2023 |
| On Modelling Statistically Independent Nonlinear Normal Modes with Gaussian Process NARX Models MD Champneys, G Tsialiamanis, TJ Rogers, N Dervilis, K Worden Nonlinear Structures & Systems, Volume 1: Proceedings of the 40th IMAC, A …, 2022 | | 2022 |
| On affine symbolic regression trees for the solution of functional problems MD Champneys, N Dervilis, K Worden Nonlinear Structures & Systems, Volume 1: Proceedings of the 39th IMAC, A …, 2022 | | 2022 |
| On the Use of Cycle-Consistent Generative Adversarial Networks for Nonlinear Modal Analysis G Tsialiamanis, MD Champneys, DJ Wagg, N Dervilis, K Worden Topics in Modal Analysis & Parameter Identification, Volume 8: Proceedings …, 2012 | | 2012 |
Nikolaos DervilisUniversity of Sheffield, Dynamics Research Group, Sheffield, UKVerified email at sheffield.ac.uk
