Publications

Special edition of Mechanical Systems and Signal Processing: Digital twins for dynamics and control applications. Edited by David Wagg, Alessandra Vizzaccaro and Matthew Bonney (2022).  LINK

M. Krack, M. , H. Haddad Khodaparast, M.I. Friswell, et al  (2023). The Tribomechadynamics Research Challenge: Confronting blind predictions for the linear and nonlinear dynamics of a novel jointed structure with measurement results,. Mechanical Systems and Signal Processing

Nicholas Gray, Marco de Angelis, Scott Ferson (2023). Towards an Automatic Uncertainty Compiler. International Journal of Approximate Reasoning DOI 

Wills, N. J., Li, Y-Y., Jiang, J.Z., Hill, T.L., Neild, S.A., Dhaens, M.. (2023). Using inerter-integrated absorbers to improve the performance of an in-wheel motor system. Vehicle System Dynamics LINK

Chatterjee, T., Karlicic, D., Cajic, M., Adhikari, S., Friswell, M.I. (2023). Uncertainty quantification in inerter-based quasiperiodic lattices. International Journal of Mechanical Sciences 249: 108258 LINK

Jamia, N., Jalali, H., Friswell, M.I., Haddad Khodaparast, H., Taghipour, J.. (2023). Bolt-Jointed Structural Modelling by Including Uncertainty in Contact Interface Parameters.. Nonlinear Structures & Systems, Volume 1, pp 193–201 LINK

Vered, Y., Elliott, S. J.. (2022). Robust internal model control approach for position control of systems with sandwiched backlash. Mechatronics 

E. Nicolaidou, T.L. Hill and S.A. Neild. (2022). Nonlinear mapping of nonconservative forces for reduced-order modelling. Proceedings of the Royal Society Part A LINK

D. Hong; T.L. Hill; S.A. Neild. (2022). Efficient Energy Balancing Across Multiple Harmonics of Nonlinear Normal Modes. Nonlinear Dynamics LINK

D. Hong, T.L. Hill and S.A. Neild. (2022). Existence and locations of internal resonance of two-mode nonlinear conservative oscillators. Proceedings of the Royal Society Part A LINK

Hughes, Aidan J., Lawrence A. Bull, Paul Gardner, Nikolaos Dervilis, Keith Worden. (2022). 

On robust risk-based active-learning algorithms for enhanced decision support. Mechanical Systems and Signal Processing LINK

Davide Balatti, Hamed Haddad Khodaparast, Michael I. Friswell, and Marinos Manolesos. (2022). Improving Wind Tunnel “1-cos” Gust Profiles. Journal of Aircraft. DOI

Thiago Ritto, Sandor Beregi, David Barton. (2022). Reinforcement learning and approximate Bayesian computation for model selection and parameter calibration applied to a nonlinear dynamical system. Mechanical Systems and Signal Processing. DOI

Bonney M.S., de Angelis M., Dal Borgo M., Wagg D.J. (2022). Contextualisation of information in digital twin processes. Mech. Syst. Signal Process., 184 (2023), Article 109657, DOI

Hickey J., Langley R.. (2022). Alternative metrics for design decisions based on separating aleatory and epistemic probabilistic uncertainties. Mech. Syst. Signal Process., 181 (2022), Article 109532, DOI

Ritto T., Worden K., Wagg D., Rochinha F., Gardner P.. (2022). A transfer learning-based digital twin for detecting localised torsional friction in deviated wells. Mech. Syst. Signal Process., 173 (2022), Article 109000, DOI

de Angelis M., Gray A., Ferson S., Patelli E. (2022). Robust online updating of a digital twin with imprecise probability. Mech. Syst. Signal Process. DOI

Yang J., Langley R.S., Andrade L. (2022). Digital twins for design in the presence of uncertainties. Mech. Syst. Signal Process., 179 (2022), Article 109338, DOI

Gray A., de Angelis M., Patelli E., Ferson S. (2022). Bivariate dependency tracking in interval arithmetic. Mech. Syst. Signal Process. DOI

Davide Balatti, Hamed Haddad Khodaparast, Michael I. Friswell, and Marinos Manolesos. (2022). Improving Wind Tunnel “1-cos” Gust Profiles. Journal of Aircraft DOI

Aidan J. Hughes, Lawrence A. Bull, Paul Gardner, Nikolaos Dervilis, Keith Worden. (2022). On robust risk-based active-learning algorithms for enhanced decision support. Mechanical Systems and Signal Processing. DOI

Vered Y., and S.J. Elliott. (2022). The use of digital twins to remotely update feedback controllers for the motion control of nonlinear dynamic systems. Mechanical Systems and Signal Processing. DOI

Baruch, E., Y. Vered, H. Plat, and I. Bucher. (2022). Automatic traveling wave excitation of structures with imperfect cyclic symmetry. Mechanical Systems and Signal Processing. DOI

Hassan Jalali, Nidhal Jamia, Michael I. Friswell, Hamed Haddad Khodaparast, Javad Taghipour. (2022). A generalization of the Valanis model for friction modelling. Mechanical Systems and Signal Processing DOI

J. Poole , P. Gardner , N. Dervilis , L. A. Bull , & K. Worden. (2022). On statistic alignment for domain adaptation in structural health monitoring. Structural Health Monitoring DOI

Gardner,P., L.A. Bull, N. Dervilis, K.Worden. (2022). Domain-adapted Gaussian mixture models for population-based structural health monitoring. Journal of Civil Structural Health Monitoring DOI

Teoh, Jackie Quan, M. Ghandchi Tehrani, Neil S. Ferguson, Stephen J. Elliott. (2022). Eigenvalue sensitivity minimisation for robust pole placement by the receptance method. Mechanical Systems and Signal Processing Volume 173, 1 July 2022, DOI

G. Tsialiamanis, M. D. Champneys, N. Dervilis, D. J. Wagg, K. Worden. (2022). On the application of generative adversarial networks for nonlinear modal analysis. Mechanical Systems and Signal Processing. DOI

T. Gowdridge, N. Dervilis, K. Worden. (2022). On Topological Data Analysis for SHM: An Introduction to Persistent Homology. Data Science in Engineering, Volume 9. DOI

T. Gowdridge, N. Dervilis, K. Worden. (2022). On the Application of the Generating Series for Nonlinear Systems with Polynomial Stiffness. Nonlinear Structures & Systems, Volume 1. DOI

Paul Gardner, Lawrence A. Bull, Julian Gosliga, Nikolaos Dervilis, Elizabeth J. Cross, Evangelos Papatheou, Keith Worden. (2022). Population-Based Structural Health Monitoring. Structural Health Monitoring Based on Data Science Techniques. DOI

P. Gardner, L. A. Bull, J. Gosliga, J. Poole, N. Dervilis, K. Worden. (2022). A population-based SHM methodology for heterogeneous structures: Transferring damage localisation knowledge between different aircraft wings. Mechanical Systems and Signal Processing. DOI

Lawrence A. Bull, A. J. Hughes, T. J. Rogers, Paul Gardner, Keith Worden, Nikolaos Dervilis. (2022). Partially Supervised Learning for Data-Driven Structural Health Monitoring. Structural Health Monitoring Based on Data Science Techniques. DOI

P. A. Gardner, L. A. Bull, N. Dervilis, K. Worden. (2022). On the Application of Heterogeneous Transfer Learning to Population-Based Structural Health Monitoring. Data Science in Engineering, Volume 9. DOI

L. A. Bull, P. A. Gardner, N. Dervilis, E. Papatheou, M. Haywood-Alexander, R. S. Mills, K. Worden. (2022). Transferring Damage Detectors Between Tailplane Experiments. Data Science in Engineering, Volume 9. DOI

A. J. Hughes, R. J. Barthorpe, K. Worden. (2022). On Health-State Transition Models for Risk-Based Structural Health Monitoring. Dynamics of Civil Structures, Volume 2. DOI

P. A. Gardner, L. A. Bull, N. Dervilis, K. Worden. (2022). Challenges for SHM from Structural Repairs: An Outlier-Informed Domain Adaptation Approach. Data Science in Engineering, Volume 9. DOI

G. Tsialiamanis, D. J. Wagg, N. Dervilis, K. Worden. (2022). On Generating Parametrised Structural Data Using Conditional Generative Adversarial Networks. Data Science in Engineering, Volume 9. DOI

Lara J. Edington, Nikolaos Dervilis, Paul Gardner, David J. Wagg. (2022). An Initial Concept for an Error-Based Digital Twin Framework for Dynamics Applications. Model Validation and Uncertainty Quantification, Volume 3. DOI

Nicholas Gray, Scott Ferson, Marco De Angelis, Ander Gray, Francis Baumont de Oliveira. (2022). Probability bounds analysis for Python. Software Impacts. DOI

Nidhal Jamia, Hassan Jalali, Michael I. Friswell, Hamed Haddad Khodaparast, Javad Taghipour. (2022). Modelling the Effect of Preload in a Lap-Joint by Altering Thin-Layer Material Properties. Nonlinear Structures & Systems, Volume 1. DOI

Molés-Cases, V., Elliott, S., Cheer, J., Piñero, G., & Gonzalez, A.. (2022). Weighted pressure matching with windowed targets for personal sound zones. Journal of the Acoustical Society of America, 151(1), 334-345. [334]. DOI

T Chatterjee, D Karličić, S Adhikari & MI Friswell, Wave Propagation in Randomly Parameterized 2D lattices via Machine Learning, Composite Structures, 275, 1 November 2021, paper 114386. DOI

M. Bonney, M. de Angelis, M. Dal Borgo, L. Andrade, S. Beregi, N. Jamia, D. Wagg. (2021). Development of a digital twin operational platform using Python Flask. Data-Centric Engineering. DOI

Taghipour, Javad; Khodaparast, Hamed Haddad; Friswell, Michael I; Shaw, Alexander D; Jalali, Hassan; Jamia, Nidhal;. (2022). Harmonic-Balance-Based parameter estimation of nonlinear structures in the presence of Multi-Harmonic response and force. Mechanical Systems and Signal Processing. DOI

Beregi S, Barton DA, Rezgui D, Neild S. (2021). Using scientific machine learning for experimental bifurcation analysis of dynamic systems. Mechanical Systems and Signal Processing. DOI

L.A. Bull, P.A. Gardner, T.J. Rogers, N. Dervilis, E.J. Cross, E. Papatheou, A.E. Maguire, C. Campos, K. Worden. (2021). Bayesian modelling of multivalued power curves from an operational wind farm. Mechanical Systems and Signal Processing. DOI

A.J. Hughes, L.A. Bull, P. Gardner, R.J. Barthorpe, N. Dervilis, K. Worden. (2021). On risk-based active learning for structural health monitoring. Mechanical Systems and Signal Processing. DOI

P. Gardner, L.A. Bull, N. Dervilis, K.Worden. (). On the application of kernelised Bayesian transfer learning to population-based structural health monitoring. Mechanical Systems and Signal Processing. DOI

A.J. Hughes, R.J. Barthorpe, N. Dervilis, C.R. Farrar, K. Worden. (2021). A probabilistic risk-based decision framework for structural health monitoring. Mechanical Systems and Signal Processing. DOI

Chatterjee, T., Essien, A., Ganguli, R., and Friswell, MI.. (2021). The Stochastic Aeroelastic Response Analysis of Helicopter Rotors using Deep and Shallow Machine Learning. Neural Computing and Applications. (In press) (I.F.- 4.774). DOI

Chatterjee, T., Chakraborty, S., Goswami, S., Adhikari, S., and Friswell, MI. (2021). Robust topological designs for extreme metamaterial micro-structures. Scientific Reports. (In press) (I.F.- 4.576). DOI

Y Zhu, P Gardner, R Fuentes, D Wagg. (2021). Robust equation discovery considering model discrepancy: a sparse Bayesian and Gaussian process approach.. Mechanical Systems and Signal Processing. DOI

Nicholas Gray and Scott Ferson. (2021). Logistic Regression Through the Veil of Imprecise Data. DOI

Alexander Wimbush, Nicholas Gray, Scott Ferson. (2021). Singhing with Confidence: Visualising the Performance of Confidence Structures. arXiv.org. DOI

Marrocchio R., Karlos A., Elliott S. (2021). Waves in the cochlea and in acoustic rainbow sensor. Wave motion. DOI

Zhang, Jin; Elliott, Stephen J; Cheer, Jordan;. (2021). Robust performance of virtual sensing methods for active noise control. MSSP. DOI

Gardner, P; Bull, LA; Gosliga, J; Dervilis, N; Worden, K;. (2021). Foundations of population-based SHM, Part III: Heterogeneous populations–Mapping and transfer. MSSP. DOI

LA Bull, PA Gardner, N Dervilis, K Worden. (2021). Normalising Flows and Nonlinear Normal Modes. IFAC-PapersOnLine. DOI

Gosliga, J; Gardner, PA; Bull, LA; Dervilis, N; Worden, K;. (2021). Foundations of Population-based SHM, Part II: Heterogeneous populations–Graphs, networks, and communities. Mechanical Systems and Signal Processing. DOI

Tsialiamanis, George; Wagg, David J; Dervilis, Nikolaos; Worden, Keith;. (2021). On generative models as the basis for digital twins. Data-Centric Engineering.

L.A.Bull, P.A.Gardner, J.Gosliga, T.J.Rogers, N.Dervilis, E.J.Cross, E.Papatheou, A.E.Maguire, C.Campos, K.Worden. (2021). Foundations of population-based SHM, Part I: Homogeneous populations and forms. Mechanical Systems and Signal Processing. DOI

Ander Grey, Andrew Davis, Edourdo Patelli. (2021). Uncertainty Propagation in SINBAD Fusion Benchmarks with Total Monte Carlo and Imprecise Probabilities. Fusion Science and Technology. DOI

Ander Grey, Andrew Davis, Edourdo Patelli. (2021). Uncertainty Propagation in SINBAD Fusion Benchmarks with Total Monte Carlo and Imprecise Probabilities. Fusion Science and Technology. DOI

Sara Y Zhang, Hui Yuan, Jason Z Jiang, Simon Neild, Wei-Xin Ren. (2021). Realising embedded stiffness in hydraulic implementations of stiffness-damping-inertance configurations. Journal of Vibration and Control. DOI

Riccardo Marrocchioa, AngelisKarlosb, Stephen Elliott. (2021). Waves in the cochlea and in acoustic rainbow sensors. Wave Motion. DOI

Ryan Martin, Michael S. Balch and Scott Ferson. (2021). Response to the comment Confidence in confidence distributions!. Proc. R. Soc. A. DOI

Julian Gosliga, Paul Gardner, Lawrence A. Bull, Nikolaos Dervilis, Keith Worden. (2021). Towards Population-Based Structural Health Monitoring, Part III: Graphs, Networks and Communities. Topics in Modal Analysis & Testing, Volume 8. DOI

P. Gardner, L.A.Bull, N.Dervilis, K.Worden. (2021). Overcoming the problem of repair in structural health monitoring: Metric-informed transfer learning. Journal of Sound and Vibration. DOI

Dongxiao Hong, Thomas L. Hill and Simon A. Neild. (2021). Understanding targeted energy transfer from a symmetry breaking perspective. Proc. R. Soc. A. DOI

Ander Gray, Alex Wimbush, Roberto Rocchetta, Marco De Angelis, Peter Hristov, Dominic Calleja, Enrique Miralles Dolz. (2021). From inference to design: a comprehensive framework for uncertainty quantification in engineering with limited information. MSSP. DOI

Nicolaidou E, TL Hill, SA Neild. (2021). Detecting internal resonances during model reduction. Proc. Roy Soc. A. Mathematical, physical, and engineering sciences. DOI

Balatti D., Khodaparast H. H., Friswell M. I., Manolesos M., Amoozgar M.. (2021). The effect of folding wingtips on the worst-case gust loads of a simplified aircraft model. IMechE Part G: Journal of Aerospace Engineering. DOI

Beregi S, Barton DA, Rezgui D, Neild S. (2021). Robustness of nonlinear parameter identification in the presence of process noise using control-based continuation. Nonlinear Dynamics. DOI

Bhan Lam a, Woon-Seng Gan a,*, DongYuan Shi a, Masaharu Nishimura b, Stephen Elliott c. (2021). Ten questions concerning active noise control in the built environment. Building and Environment. DOI

Nayek R, Fuentes R, Worden K, Cross EJ. (2021). On spike-and-slab priors for Bayesian equation discovery of nonlinear systems via sparse linear regression. Mechanical Systems and Signal Processing. DOI

J. Taghipour, H. HaddadKhodaparast, M.I. Friswell, A.D. Shaw, H. Jalali, N. Jamia. (2021). Harmonic-Balance-Based parameter estimation of nonlinear structures in the presence of Multi-Harmonic response and force. Mechanical Systems and Signal Processing. DOI

Jin Zhang ⇑, Stephen J. Elliott, Jordan Cheer. (2021). Robust performance of virtual sensing methods for active noise. MSSP. DOI

Bull, L. A, P. Gardner, N. Dervilis, E. Papatheou, M. Haywood-Alexander, R.S Mills, K. Worden. (2021). On the transfer of damage detectors between structures: An experimental case study. Journal of Sound and Vibration. DOI

Balatti D., Khodaparast H. H., Friswell M. I., Manolesos M., Castrichini A.. (2021). Aircraft turbulence and gust identification using simulated in-flight data. Aerospace Science and Technology. DOI

Chakraborty S, Adhikari S. (2021). Machine learning based digital twin for dynamical systems with multiple time-scales. Computers & Structures. 243. DOI

Chakraborty S, Adhikari S, Ganguli R. (2021). The role of surrogate models in the development of digital twins of dynamic systems. Applied Mathematical Modelling. DOI

Gardner P, Bull L, Gosliga J, Dervilis N, Worden K. (2021). Foundations of population-based SHM, Part III: Heterogeneous populations – Mapping and transfer. Mechanical Systems and Signal Processing. DOI

Chatterjee, T., Friswell, M.I., Adhikari, S. Chowdhury, R.. (2021). A global two-layer meta-model for response statistics in robust design optimization. Engineering Optimization. DOI

Taghipour, J, Khodaparast, H.H., Friswell, M.I., H. Jalali,Madinei, H., Jamia N. (2021). On the sensitivity of the equivalent dynamic stiffness mapping technique to measurement noise and modelling error. Applied Mathematical Modelling. DOI

Bull L.A., Gardner P., Rogers T.J., Cross E.J., Dervilis N. and Worden K.. (2021). Probabilistic Inference for Structural Health Monitoring: New Modes of Learning from Data. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering. DOI

Fuentes, R., Nayek R., Gardner P., Dervilis N., Rogers T.J., Worden K. and Cross E.J.. (2021). Equation discovery for nonlinear dynamical systems: a Bayesian viewpoint. Mechanical Systems and Signal Processing. DOI

Gardner, P. et al. (2021). Learning model discrepancy: a Gaussian process and sampling-based approach. Mechanical Systems and Signal Processing. DOI

Chatterjee T, D. Karlicic, S. Adhikari, M.I. Friswell. (2021). Gaussian Process Assisted Stochastic Dynamic Analysis of Near-Periodic Structures. Mechanical Systems and Signal Processing. DOI

Chatterjee T, S. Adhikari, Michael I. Friswell . (2021). Multilevel Decomposition Framework for Reliability Assessment of Assembled Stochastic Linear Structural Systems. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering. DOI

Liu X., Wagg D.J. (2020). ε2-Order Normal Form Analysis for a Two-Degree-of-Freedom Nonlinear Coupled Oscillator. Nonlinear Dynamics of Structures, Systems and Devices. DOI

D. J. Wagg, K. Worden, R. J. Barthorpe, P. Gardner. (2020). Digital Twins: State-of-the-Art and Future Directions for Modeling and Simulation in Engineering Dynamics Applications. ASME. DOI

Keith Worden. (2020). Towards Population-Based Structural Health Monitoring, Part VI: Structures as Geometry. Dynamics of Civil Structures, Volume 2. DOI

Mattia Dal Borgo, Stephen J. Elliott, Maryam Ghandchi TehraniIan, M. Stothers. (2020). Virtual Sensing of Wheel Position in Ground-Steering Systems for Aircraft Using Digital Twins. Model Validation and Uncertainty Quantification, Volume 3. DOI

Chon Lok Lei, Sanmitra Ghosh, Dominic G. Whittaker, Yasser Aboelkassem, Kylie A. Beattie, Chris D. Cantwell, Tammo Delhaas, Charles Houston, Gustavo Montes Novaes, Alexander V. Panfilov, Pras Pathmanathan, Marina Riabiz, Rodrigo Weber dos Santos, John Walmsley, Keith Worden, Gary R. Mirams and Richard D. Wilkinson. (2020). Considering discrepancy when calibrating a mechanistic electrophysiology model. Phil. Trans. R. Soc. DOI

Julian Gosliga, Paul Gardner, Lawrence A. Bull, Nikolaos Dervilis, Keith Worden. (2020). Towards Population-Based Structural Health Monitoring, Part II: Heterogeneous Populations and Structures as Graphs. Topics in Modal Analysis & Testing, Volume 8. DOI

Aidan J. Hughes, Robert J. Barthorpe, Charles R. Farrar, Keith Worden. (2020). An Augmented Risk-Based Paradigm for Structural Health Monitoring. Dynamics of Civil Structures, Volume 2. DOI

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 . DOI

Gray N, Calleja D, Wimbush A, Miralles-Dolz E, Gray A, De Angelis M, Derrer-Merk E, Oparaji B, Stepanov V, Clearkin L, Ferson S. (2020). Is “no test is better than a bad test”? Impact of diagnostic uncertainty in mass testing on the spread of COVID-19. PLOS ONE. DOI

Ruffini V, Szczyglowski C, Barton D, Lowenberg M, Neild S. (2020). Real-Time Hybrid Testing of Strut-Braced Wing Under Aerodynamic Loading Using anElectrodynamic Actuator. Experimental Techniques. DOI

Worden K, Cross E, Barthorpe R, Wagg D, Gardner P. (2020). On Digital Twins, Mirrors, and Virtualizations: Frameworks for Model Verification and Validation. ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg. DOI

Nicolaidou E, TL Hill, SA Neild. (2020). Indirect reduced-order modelling: Using nonlinear manifolds to conserve kinetic energy. Proc. Roy Soc. A. Mathematical, physical, and engineering sciences. DOI

Gardner P., Dal Borgo M., Ruffini V., Hughes A.J., Zhu Y. and Wagg D.J. (2020). Towards the development of an operational digital twin. Vibration. DOI

Worden K., Bull L.A., Gardner P., Gosliga J., Rogers T.J., Cross E.J., Papatheou E., Lin W. and Dervilis N. (2020). A Brief Introduction to Recent Developments in Population-Based Structural Health Monitoring. Frontiers in Built Environment. DOI

Fuentes R., Gardner P., Mineo C., Rogers T.J., Pierce S.G., Worden K., Dervilis N., and Cross E.J. (2020). Autonomous ultrasonic inspection using Bayesian optimisation and robust outlier analysis. Mechanical Systems and Signal Processing. DOI

Shaw, A.D.; Hill, T.L.; Neild, S.A.; Friswell, M.I. (2020). Multiharmonic Resonance Control Testing of an Internally Resonant Structure . Vibration. DOI

Gardner P., Fuentes R., Dervilis N., Mineo C., Pierce S.G., Cross E.J., and Worden K. (2020). Machine learning at the interface of SHM and NDE. Proc. Roy Soc. A. Mathematical, physical, and engineering sciences. DOI

Zhu Y, Au S. (2020). Bayesian data driven model for uncertain modal properties identified from operational modal analysis. Mechanical Systems and Signal Processing. DOI

Sadeghi J, de Angelis M, Patelli E. (2020). Robust propagation of probability boxes by interval predictor models. Structural Safety. DOI

Wagg D, Worden K, Barthorpe R, Gardner P. (2020). Digital twins: state-of-the-art future directions for modelling and simulation in engineering dynamics applications.. ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg. DOI

Jamia N, H. Jalali, J. Taghipour, M.I. Friswell, H.H. Khodaparast. (2020). An Equivalent Model of a Nonlinear Bolted Flange Joint. Mechanical Systems and Signal Processing. DOI

Rogers T, Gardner P, Dervilis N, Worden K, Maguire A, Papatheou E, Cross E. (2020). Probabilistic modelling of wind turbine power curves with application of heteroscedastic Gaussian Process regression. Renewable Energy. DOI

Nicolaidou E, Melanthuru VR, Hill TL, Neild SA. (2020). Accounting for Quasi-Static Coupling in Nonlinear Dynamic Reduced-Order Models. Journal of Computational and Nonlinear Dynamics. DOI

Gardner P, Liu X, Worden K. (2020). On the application of domain adaptation in structural health monitoring. Mechanical Systems and Signal Processing. DOI

Gardner P, Lord C, Barthorpe R. (2020). Bayesian history matching for structural dynamics applications. Mechanical Systems and Signal Processing. DOI

Xuanang Liu, David J. Wagg. (2020). ε2-Order Normal Form Analysis for a Two-Degree-of-Freedom Nonlinear Coupled Oscillator. Nonlinear Dynamics of Structures, Systems and Devices. DOI

Ganguli R, Adhikari S. (2020). The digital twin of discrete dynamic systems: Initial approaches and future challenges. Applied Mathematical Modelling. DOI

P. Gardner, R. Fuentes, N. Dervilis, C. Mineo, S.G. Pierce, E.J. Cross and K. Worden. (2020). Machine learning at the interface of structural health monitoring and non-destructive evaluation. Phil. Trans. R. Soc. DOI

Elliott Stephen J, Jin Zhang, Chung Kwan Lai, and Jordan Cheer. (2020). Superposition of the uncertainties in acoustic responses and the robust design of active control systems . The Journal of the Acoustical Society of America 148, 1415 (2020) . DOI

Dal Borgo, M, Elliott S, Ghandchi Tehrani M, Stothers IM. (2020). Virtual sensing of wheel direction from redundant sensors in aircraft ground-steering systems. Mechanical Systems and Signal Processing. DOI

Chatterjee T, S. Adhikari, Michael I. Friswell . (2020). Uncertainty propagation in dynamic sub-structuring by model reduction integrated domain decomposition’, . Computer Methods in Applied Mechanics and Engineering. DOI

Barthorpe R. (2020). Model Validation and Uncertainty Quantification, Volume 3 – Proceedings of the 37th IMAC, A Conference and Exposition on Structural Dynamics 2019. DOI

Hong, D. T. Hill and S. A. Neild. (2020). Identifying phase-varying periodic behaviour in conservative nonlinear systems. Proc. Roy. Soc. A. Mathematical, physical, and engineering sciences. DOI

Liu X, Wagg DJ. (2019). Simultaneous normal form transformation and model-order reduction for systems of coupled nonlinear oscillators.. Proceedings. Mathematical, physical, and engineering sciences. DOI

Gardner P, Lord C, Barthorpe R. (2019). A Unifying Framework for Probabilistic Validation Metrics. Journal of Verification, Validation and Uncertainty Quantification. DOI

Hong D, Hill TL, Neild SA. (2019). Conditions for the existence of isolated backbone curves.. Proceedings. Mathematical, physical, and engineering sciences. DOI

Sadeghi J, de Angelis M, Patelli E. (2019). Efficient training of interval Neural Networks for imprecise training data.. Neural networks : the official journal of the International Neural Network Society. DOI

Gardner P, Worden, K. (2019). On the application of domain adaptation for aiding supervised SHM methods. Structural Health Monitoring. On-the-Application-of-Domain-Adaptation-for-Aiding-Supervised-SHM-Methods.pdf (researchgate.net) DOI

Tartaruga I, Elliott A, Hill T, Neild S, Cammarano A. (2019). The effect of nonlinear cross-coupling on reduced-order modelling. International Journal of Non-Linear Mechanics. DOI

Ying Zhang S, Li Y, Jiang J, Neild S, Macdonald J. (2019). A methodology for identifying optimum vibration absorbers with a reaction mass. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences. DOI

Wagg D.J. (2018). The Digital Twin for Engineering Applications. Bench Mark, The International Magazine for Engineering Designers & Analysts from NAFEMS. DOI