| Model selection and parameter estimation in structural dynamics using approximate Bayesian computation AB Abdessalem, N Dervilis, D Wagg, K Worden Mechanical Systems and Signal Processing 99, 306-325, 2018 | 80 | 2018 |
| Automatic kernel selection for gaussian processes regression with approximate bayesian computation and sequential monte carlo AB Abdessalem, N Dervilis, DJ Wagg, K Worden Frontiers in Built Environment 3, 52, 2017 | 58 | 2017 |
| Global sensitivity analysis and multi-objective optimisation of loading path in tube hydroforming process based on metamodelling techniques A Ben Abdessalem, A El-Hami The International Journal of Advanced Manufacturing Technology 71, 753-773, 2014 | 53 | 2014 |
| Model selection and parameter estimation of dynamical systems using a novel variant of approximate Bayesian computation AB Abdessalem, N Dervilis, D Wagg, K Worden Mechanical Systems and Signal Processing 122, 364-386, 2019 | 41 | 2019 |
| Stochastic modelling and prediction of fatigue crack propagation using piecewise-deterministic Markov processes A Ben Abdessalem, R Azaïs, M Touzet-Cortina, A Gégout-Petit, ... Proceedings of the Institution of Mechanical Engineers, Part O: Journal of …, 2016 | 28 | 2016 |
| Database generation and exploitation for efficient and intensive simulation studies R Miorelli, X Artusi, AB Abdessalem, C Reboud AIP Conference Proceedings 1706 (1), 180002, 2016 | 24 | 2016 |
| Quantifying uncertainty in parameter estimates of ultrasonic inspection system using Bayesian computational framework AB Abdessalem, F Jenson, P Calmon Mechanical Systems and Signal Processing 109, 89-110, 2018 | 22 | 2018 |
| A probabilistic approach for optimising hydroformed structures using local surrogate models to control failures AB Abdessalem, A El-Hami International Journal of Mechanical Sciences 96, 143-162, 2015 | 19 | 2015 |
| Increasing the stability of T-shape tube hydroforming process under stochastic framework A Ben Abdessalem, E Pagnacco, A El-Hami The International Journal of Advanced Manufacturing Technology 69, 1343-1357, 2013 | 18 | 2013 |
| A time-evolving digital twin tool for engineering dynamics applications L Edington, N Dervilis, AB Abdessalem, D Wagg Mechanical Systems and Signal Processing 188, 109971, 2023 | 14 | 2023 |
| Identification of nonlinear dynamical systems using approximate Bayesian computation based on a sequential Monte Carlo sampler MAB Abdessalem, N Dervilis, D Wagg, K Worden ISMA, 2551-2566, 2016 | 11 | 2016 |
| An efficient likelihood-free Bayesian computation for model selection and parameter estimation applied to structural dynamics AB Abdessalem, N Dervilis, D Wagg, K Worden Structural Health Monitoring, Photogrammetry & DIC, Volume 6: Proceedings of …, 2019 | 4 | 2019 |
| Identification of piecewise-linear mechanical oscillators via Bayesian model selection and parameter estimation R Nayek, AB Abdessalem, N Dervilis, EJ Cross, K Worden Mechanical Systems and Signal Processing 196, 110300, 2023 | 3 | 2023 |
| Estimating the parameters of parametric lifetime distributions through an efficient acceptance–rejection sampler AB Abdessalem Engineering Applications of Artificial Intelligence 106 (104457), 2021 | 3 | 2021 |
| ABC-NS: a new computational inference method applied to parameter estimation and model selection in structural dynamics AB Abdessalem, N Dervilis, D Wagg, K Worden CFM 2017-23ème Congrès Français de Mécanique, 2017 | 3 | 2017 |
| Model selection, updating and prediction of fatigue crack propagation using nested sampling algorithm ABEN ABDESSALEM 23ème Congrès Français de Mécanique, 2017 | 3 | 2017 |
| Recent Advances in Approximate Bayesian Computation Methodology Application in structural dynamics AB Abdessalem, K Worden, N Dervilis, D Wagg | 3 | 2017 |
| Modelling of fatigue crack propagation using Piecewise-Deterministic Markov Processes AB Abdessalema, R Azaısb, M Touzeta, A Gégout-Petitb, M Puiggalia, ... International conference on engineering optimization, Rio de Janeiro, Brazil, 2012 | 3 | 2012 |
| Stochastic modelling and prediction of fatigue crack propagation using piecewise-deterministic Markov processes R Azaïs, AB Abdessalem, M Touzet-Cortina, M Puiggali, A Gégout-Petit ENBIS 2015, Sep 2015, Prague, Czech Republic, 2015 | 2 | 2015 |
| Optimization of Tube Hydroforming Process Using Probabilistic Constraints on Failure Modes A Ben Abdessalem, A El Hami Applied Mechanics and Materials 62, 21-35, 2011 | 2 | 2011 |
Nikolaos DervilisUniversity of Sheffield, Dynamics Research Group, Sheffield, UKVerified email at sheffield.ac.uk
