Conference Publications from DigiTwin researchers

Marco De Angelis, Marco Behrendt, Liam Comerford, Yuanjin Zhang, Michael Beer Forward interval propagation through the discrete Fourier transform. Reliable engineering computing 2021. LINK
Scott Ferson, Ander Gray Distribution-free uncertainty propagation. Reliable engineering computing 2021. LINK
Gray N, Ferson S, Kreinovich V. How to Gauge the Quality of a Testing Method When Ground Truth Is Known with Uncertainty. Reliable engineering computing 2021.LINK
Gray A, Hose D, De Angelis M, Hanss M, Ferson S. Dependent possibilistic arithmetic using copulas. SIPTA 2021. LINK
De Angelis M, Rocchetta R., Gray A., Ferson S. Constructing consonant predictive beliefs from data with scenario theory. SIPTA 2021. LINK
Gray A, De Angelis M, Ferson S, Patelli E. What’s Z−X, when Z = X+Y? Dependency tracking in interval arithmetic with bivariate sets. Reliable engineering computing 2021. LINK
De Angelis M, Berhendt M, Comerford L, Zhang Y., Beer M. Forward interval propagation through the discrete Fourier transform. Reliable engineering computing 2021. LINK
Marrocchio R, Elliott S, Angelis Karlos. WKB solutions to the wave equation for the cochlea and for acoustic rainbow sensors. APS March Meeting 2021. 15-19 Mar 2021. LINK
Nayek R. Worden K, and Cross E.J. Equation discovery using an efficient variational Bayesian approach with spike-and-slab priors. IMAC XXXIX International Conference on Modal Analysis. 8-11 Feb 2021. LINK
Bonney (M.) and Wagg (D.) Historical Perspective of the Development of Digital Twins. IMAC XXXIX International Conference on Modal Analysis. 8-11 Feb 2021. LINK
Chatterjee, T., Karlicic, D., Adhikari, S., and Friswell, M.I. Parametric Amplification in a Stochastic Nonlinear Piezoelectric Energy Harvester via Machine Learning. IMAC XXXIX International Conference on Modal Analysis. 8-11 Feb 2021. LINK
L J Edington, N Dervilis, P Gardner, D J Wagg. An Initial Concept for an Error-Based Digital Twin Framework for Dynamics Applications. IMAC XXXIX International Conference on Modal Analysis. 8-11 Feb 2021. LINK
Gardner (P.), Bull (L.A.), Dervilis (N.) and Worden (K.) .On the application of heterogeneous transfer learning to population-based structural health monitoring. IMAC XXXIX International Conference on Modal Analysis. 8-11 Feb 2021. LINK
Gardner (P.), Bull (L.A.), Dervilis (N.) and Worden (K.). Challenges for SHM from structural repairs: an outlier-informed domain adaptation approach. IMAC XXXIX International Conference on Modal Analysis. 8-11 Feb 2021. LINK
Bull (L.A.), Gardner (P.), Dervilis (N.), Papatheou (E.), Haywood-Alexander (M.), Mills (R.S.) and Worden (K.). Transferring damage detectors between tailplane experiments. IMAC XXXIX International Conference on Modal Analysis. 8-11 Feb 2021. LINK
Barthorpe (R.J.), Hughes (A.J.) and Gardner (P.) A forward model driven structural health monitoring paradigm: damage detection. IMAC XXXIX International Conference on Modal Analysis. 8-11 Feb 2021. LINK
Jamia N, Jalali H, Friswell M. I., Khodaparast H. H., Taghipour J. Modelling the Effect of Pre-load in a Lap-Joint by Altering Thin Layer Material Properties. IMAC XXXIX International Conference on Modal Analysis. 8-11 Feb 2021. LINK
Kyoung Hyun lee, David Barton and Ludovic Renson, Reduced-order modelling of flutter oscillations using normal forms and scientific machine learning,. NODYCON 2021. LINK
E Nicolaidou, TL Hill, SA Neild Conserving kinetic energy while identifying nonlinear reduced-order models. NODYCON 2021. 16-19 Feb 2021. LINK
D Hong, E Nicolaidou, TL Hill, SA Neild, Identifying phase-varying periodic behaviours in a conservative cable model . NODYCON 2021. 16-19 Feb 2021. LINK
Beregi (S.), Barton (D.), Rezgui (D.), Neild (S.). Parameter Identification in a Physics-based Model of Aeroelastic Flutter Augmented with Machine-learnable Structures. NODYCON 2021. 16-19 Feb 2021. LINK
Marrocchio R, Elliott S, Angelis Karlos. Including fluid compressibility and viscosity in the WKB solution to the wave equation of the cochlea. Mechanics of Hearing Workshop 2020 (postponed to 2021).
Beregi (S.), Barton (D.), Rezgui (D.), Neild (S.) Numerical Bifurcation Analysis of Oscillating Aerofoil under Noise-Load. ICoEV 2020. 14-16 Dec 2020. online LINK
Bull, L. A, P. Gardner, J. Gosliga, N. Dervilis, E. Papatheou, A. E. Maguire, C. Campos, T. J. Rogers, E. J. Cross, K. Worden. 2021. Towards population-based structural health monitoring, Part I: Homogeneous populations and forms.. Model Validation and Uncertainty Quantification, Volume 3, Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020. LINK
Gardner, P. et al. 2021. Towards population-based structural health monitoring, Part III: Transfer and mapping. Model Validation and Uncertainty Quantification, Volume 3, Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020. LINK
Gardner P, Bull L, Dervilis N, Worden K. 2020. Kernelised Bayesian Transfer Learning for Population-Based Structural Health Monitoring. Model Validation and Uncertainty Quantification, Volume 3, Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020. LINK
Gray A., Wimbush A., De Angelis, M Rocchetta R, Hristov PO, Miralles-Dolz E, Calleja D. Bayesian calibration and probability bounds analysis solution to the Nasa 2020 UQ challenge on optimization under uncertainty. ESREL . 1-5 Nov 2020. Venice, Italy. LINK
Estrada Lugo HD, Santosh TV, De Angelis M, Patelli E. Resilience Assessment of Safety-Critical Systems with Credal Networks. ESREL . 1-5 Nov 2020 . Venice, Italy. LINK
Balatti D., Khodaparast H. H., Friswell M. I., Manolesos M., Amoozgar M. The Effect of Folding Wingtips on the Flight Dynamics of an Aircraft with Elastic Wing. EURODYN 2020. 23-26 Nov 2020. LINK
Kyoung Hyun lee, David Barton and Ludovic Renson, Model identification of a fluttering aerofoil with control-based continuation,. ISMA 2020. LINK
Hughes (A.J.), Barthorpe (R.J.), Gardner (P.), Wagg (D.J.), Rogers (T.J.), Cross (E.J.) and Worden (K.) On decision-making for adaptive models combining physics and data. ISMA2020 International Conference on Noise and Vibration Engineering. 7-9 Sept 2020. Leuven, Belgium LINK
Jone (M.R.), Rogers (T.J.), Gardner (P.) and Cross (E.J.) Constraining Gaussian processes for grey-box acoustic emission source localisation. ISMA2020 International Conference on Noise and Vibration Engineering. 7-9 Sept 2020. Leuven, Belgium LINK
Dal Borgo (M.), Gardner (P.), Zhu (Y.), Wagg (D.J.), Au (S.-K.), Elliot (S.J.) On the development of a digital twin for the active vibration control of a three-storey structure. ISMA2020 International Conference on Noise and Vibration Engineering. 7-9 Sept 2020. Leuven, Belgium LINK
Zhu (Y.), Gardner (P.), Wagg (D.J.), Barthorpe (R.J.), Cross (E.J.) and Fuentes (R.) On robust equation discovery: a sparse bayesian and Gaussian process approach. ISMA2020 International Conference on Noise and Vibration Engineering. 7-9 Sept 2020. Leuven, Belgium LINK
Jamia N, Jalali H, Taghipour J., Friswell M. I., Khodaparast H. H., Shaw, A.D. Numerical and experimental investigations of nonlinearities in bolted joints. ISMA-USD2020. 7-9 Sept 2020. LINK
Nayek R. Worden K, Cross E.J., and Fuentes R. A sparse Bayesian approach to model structure selection and parameter estimation of dynamical systems using spike-and-slab priors. ISMA 2020. 7-9 Sept 2020. LINK
Chatterjee, T., Jalali, H., Khodaparast, H.H. and Friswell, M.I. Computational Aspects of Updating Contact Interface Models in Assembled Structures. ISMA-USD2020. 7-9 Sept 2020. LINK
Coletta (G.), Miraglia (G.), Gardner (P.), Ceravolo (R.), Surace (C.) and Worden (K.) A transfer learning application to FEM and monitoring data for supporting the classification of structural condition states. European Workshop on Structural Health Monitoring. 4-7 July 2020. Palermo, Italy LINK
Bulll (L.A.), Gardner (P.), Rogers (T.J.), Cross (E.J.), Dervilis (N.) and Worden (K.) New modes of inference for probabilistic SHM. European Workshop on Structural Health Monitoring. 4-7 July 2020. Palermo, Italy  LINK
Zhu Towards the development of a digital twin for structural dynamics. IMAC XXXVIII. 10-13 Feb 2020. Houston, USA LINK
Zhu Real-time digital twin updating strategy based on structural health monitoring systems. IMAC XXXVIII. 10-13 Feb 2020. Houston, USA LINK
Tsialiamanis G Wagg D J, Gardner P, Dervilis N, Worden K. On partitioning of an SHM problem and parallels with transfer learning. IMAC XXXVIII International Conference on Modal Analysis. 10-13 Feb 2020. Houston, USA LINK
Jamia N Friswell M, Khodaparast H, Jalali H, Taghipour J Nonlinear Dynamic Analysis of Bolted Flange Joint: Modeling and Validation. IMAC XXXVIII International Conference on Modal Analysis. 10-13 Feb 2020. Houston, USA LINK
Hughes A Barthorpe R, Farrar C, Worden K An augmented risk-based paradigm for structural health monitoring. IMAC XXXVIII International Conference on Modal Analysis. 10-13 Feb 2020. Houston, USA LINK
Gardner P Bull L A., Gosliga J., Dervilis N., Worden K Towards population-based structural health monitoring, Part IV: Heterogeneous populations, transfer and mapping. IMAC XXXVIII International Conference on Modal Analysis. 10-13 Feb 2020. Houston, USA LINK
Gardner P On partitioning of an SHM problem and parallels with transfer learning. IMAC XXXVIII. 10-13 Feb 2020. Houston, USA LINK
Gardner P Gardner P, Dal Borgo M., Ruffini V., Zhu Z., Hughes A. Towards the development of a digital twin for structural dynamics applications. IMAC XXXVIII International Conference on Modal Analysis. 10-13 Feb 2020. Houston, USA LINK
Dal Borgo, M Elliott S, Ghandchi Tehrani M, Stothers IM Virtual Sensing of Wheel Position in Ground-Steering Systems for Aircraft Using Digital Twins. IMAC XXXVIII A Conference and Exposition on Structural Dynamics: Houston, TX, USA. 10-13 Feb 2020. Houston, USA LINK
E Nicolaidou, TL Hill, SA Neild Accounting for inertia in nonlinear reduced-order models using commercial finfite element software. ECCOMAS 2020. 11-15 Jan 20. LINK
E Nicolaidou, TL Hill, SA Neild Conserving kinetic energy while identifying nonlinear reduced-order models. NODYCON 2021. 2021 LINK
Gosliga, J. et al Towards population-based structural health monitoring, Part II: Structures as graphs, networks and communities. IMAC 38. 2020 LINK
Zhang, Jin; Elliott, Stephen; Cheer, Jordan A comparison of the noise reduction performance of two virtual sensing method. Internoise. 2020 Seoul LINK
Y.C. Zhu and S.K. Au Bayesian Data Driven Model for Uncertain Parameters in Structural Health Monitoring. APSSRA2020. 2020 Tokyo LINK
TL Hill, D Hong, SA Neild Uncovering hidden responses using isolated backbone curves. ECCOMAS 2020. 11-15 Jan 20. LINK
De Angelis M. Uncertainty in Classification without gold standards. Royal Statistical Society International Conference. 2-5 Sep 2019. Belfast, United Kingdom LINK
Dal Borgo, M Elliott S, Ghandchi Tehrani M, Stothers IM Robust estimation of wheel direction in ground-steering systems for aircraft. 26th International Congress on Sound and Vibration (ICSV26). 7-11 Jul 2019. Montreal, Canada LINK
De Angelis M On the dimensionality of credal networks for inference of interval probabilities. ISIPTA. 3-6 Jul 2019. Ghent, Belgium LINK
Gray N Computing with Uncertainty: Introducing Puffin the Automatic Uncertainty Compiler. UNCECOMP. 23-26 Jun 2019. Heraklion, Greece
De Angelis M A Problem in Bayesian Analysis of Data without Gold Standards. ESREL. 22-26 Sep 2019. Hannover, Germany LINK
Gardner P Sequential Bayesian History Matching for Model Calibration. Verification & Validation Symposium. 15-17 May 2019. Las Vegas, USA LINK
Gardner P Learning of model discrepancy for structural dynamics applications using Bayesian history matching. Recent Advances in Structural Dynamics. 15-17 Apr 2019. Lyon, France LINK   Wagg (D.J.) On Key Technologies for Realising Digital Twins for Structural Dynamics Applications. Model Validation and Uncertainty Quantification. IMAC XXXVIII. 10-13 Feb 2020. Houston, USA , Volume 3 – Proceedings of the 37th IMAC, A Conference and Exposition on Structural Dynamics 2019 (pp. 267-272). Springer International Publishing. LINK
Chatterjee T Adhikari S, Friswell M Stochastic Response of Assembled Systems Using Concepts of Domain Decomposition. 7th International Probabilistic Workshop (IPW 2019), Edinburgh, Scotland. 11-13 Sep 2019. LINK
Hughes A WORDEN K, BARTHORPE R On an application of probabilistic risk assessment to structural health monitoring. International Workshop on Structural Health Monitoring. 10-12 Sep2019. Stanford, USA LINK
Gardner P On the application of domain adaptation for aiding supervised SHM methods. International Workshop on Structural Health Monitoring. 10-12 Sep2019. Stanford, USA LINK
Gardner P On current trends in forward model-driven SHM. International Workshop on Structural Health Monitoring. 10-12 Sep 2019. Stanford, USA LINK
Dal Borgo, M Using digital twins in the design of virtual sensing systems for aircraft ground-steering systems. The Real World’s Counterpart: Digital Twins – The present and the future. 43746. London, UK LINK
Estrada Lugo HD, De Angelis M, Patelli E Probabilistic risk assessment of fire occurrence in residential buildings: Application to the Grenfell tower . ICASP 2019. 43611. Seoul, South Korea LINK
Worden (K.) Cross (E.J.), Gardner (P.), Barthorpe (R.J.), Wagg (D.J.) Digital twins, mirrors and virtualisations. 37th International Modal Analysis Conference, Orlando, FL. 2019.
Wagg (D.J.) Barthorpe (R.J.), Worden (K.), Gardner (P.) Key technologies for realising digital twins for structural dynamics applications. 37th International Modal Analysis Conference, Orlando, FL. 2019.
Rogers (T.J.) Schoen (T.), Svensson (A.), Worden (K.), Cross (E.J.) Identification of a Duffing oscillator using particle Gibbs with ancestor sampling. 13th International Conference on Recent Advances in Structural Dynamics, Lyon, France. 2019. LINK
Hill, T V. R. Melanathuru, S. A. Neild Capturing nonlinear modal coupling and interactions in reduced-order models. 7th International Conference on Nonlinear Vibrations, Localization and Energy Transfer. 2019. LINK
Gray N De Angelis M, Ferson S Computing with Uncertainty: Introducing Puffin the Automatic Uncertainty Compiler. 2019. LINK
Gray N, De Angelis M, Calleja D, Ferson A Problem in the Bayesian Analysis of Data without Gold Standards. 29th European Safety and Reliability Conference (ESREL). 2019. LINK
Fuentes (R) Dervilis (N.), Worden (K.), Cross (E.J.) Efficient parameter identification and model selection in nonlinear dynamical systems via sparse Bayesian learning. 13th International Conference on Recent Advances in Structural Dynamics, Lyon, France. 2019.
Elliott (S) Lai (C.K), Vergez (T), Cheer (J) Robust stability and performance of local active control systems using virtual sensing. 23rd International Congress on Acoustics. 2019. LINK
De Angelis M Ferson S, Patelli E, Kreinovich V Computing with Uncertainty: Introducing Puffin the Automatic Uncertainty Compiler. 2019. LINK
Chatterjee T Khodaparast H, Friswell M Performance Assessment of Dynamic Sub-Structuring Methods: Numerical Study. Seventh International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (COMPDYN). 2019. LINK
D. J. Wagg, P. Gardner, R. J. Barthorpe, K. Worden. (2019). On Key Technologies for Realising Digital Twins for Structural Dynamics Applications. Model Validation and Uncertainty Quantification. LINK
Marco De Angelis, Scott Ferson , Edoardo Patelli, Vladik Kreinovich. (2019). Black-box Propagation of Failure Probabilities under Epistemic Uncertainty. LINK
De Angelis M A Problem in Bayesian Analysis of Data without Gold Standards. ESREL. 22-26 Sep 2019. Hannover, Germany LINK
De Angelis M Ferson S, Patelli E, Kreinovich V Computing with Uncertainty: Introducing Puffin the Automatic Uncertainty Compiler. UNCECOMP 2019. LINK
Liu X, Wagg DJ ε2-Order Normal Form Analysis for a Two-Degree-of-Freedom Nonlinear Coupled Oscillator. NODYCON 2019. 2020 LINK
Dal Borgo, M Using digital twins in the design of virtual sensing systems for aircraft ground-steering systems. The Real World’s Counterpart: Digital Twins – The present and the future. 43746. London, UK LINK
Mattia Dal Borgo, S.J. Elliott and I.M. Stothers. (2019). Using Digital Twins in the Design of Virtual Sensing Systems for Aircraft Ground-Steering Systems. Institute of Sound and Vibration research. LINK
Zhang (T.) Barthorpe (R.J.), Worden (K.) NARX models using treed Gaussian processes. 28th International Conference on Noise & Vibration Engineering, Leuven. 2018.
Tygesen (U.T.) Worden (K.), Rogers (T.), Manson (G.), Cross (E.J.) State-of-the-art and future directions for predictive modelling of offshore structure dynamics. 36th International Modal Analysis Conference, Orlando, FL. 2018. LINK
Scott (D.) Simpson (T.), Dervilis (N.), Rogers (T.), Worden (K.) Machine learning for energy load forecasting. International Conference on Modern Practice in Stress and Vibration Analysis, Cambridge, UK. 2018. LINK
Rooker (T.) Dervilis (N.), Stammers (J.), Worden (K.), Hammond (P.), Potts (G.), Brown (T.) Predicting geometric tolerance thresholds in a five-axis machining centre. International Modal Analysis Conference, Orlando, FL. 2018. LINK
Rogers (T.) Worden (K.), Cross (E.J.), Tygesen (U.T.) A grey box model for wave force prediction. ASRANet – 1st International Conference On Structural Integrity For Offshore Energy Industry. 2018. LINK
Rogers (T.) Worden (K.), Manson (G.), Tygesen (U.T.), Cross (E.J.) A Bayesian filtering approach to operational modal analysis with recovery of forcing signals. 28th International Conference on Noise & Vibration Engineering Leuven. 2018. LINK
Gibbons (T.J.) Worden (K.), Antoniadou (I.) The practical application of phase-based video magnification for full-field operational modal analysis. International Conference on Modern Practice in Stress and Vibration Analysis, Cambridge, UK. 2018.
De Angelis M Ferson S Statistics for Imprecise Data. 2018. LINK
Ben Abdessalem (A.) Dervilis (N.), Wagg (D.J.), Worden (K.) An efficient likelihood-free Bayesian computation for model selection and parameter estimation applied to structural dynamics. 36th International Modal Analysis Conference, Orlando, FL.. 2018. LINK
Adhikari (S) Friswell (MI) A Stochastic Multidomain Approach for Mid-frequency Vibration Problems. International Conference on Uncertainty in Structural Dynamics (USD2018), 17-19 September 2018, Leuven, Belgium. LINK

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