Journal and Book Publications old
Chatterjee T, S. Adhikari, Michael I. Friswell ‘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 2021
Chatterjee T, D. Karlicic, S. Adhikari, M.I. Friswell ‘Gaussian Process Assisted Stochastic Dynamic Analysis of Near-Periodic Structures’ – Mechanical Systems and Signal Processing DOI 2021
Gardner, P. et al ‘Learning model discrepancy: a Gaussian process and sampling-based approach’ – Mechanical Systems and Signal Processing DOI 2021
Fuentes, R., Nayek R., Gardner P., Dervilis N., Rogers T.J., Worden K. and Cross E.J. ‘Equation discovery for nonlinear dynamical systems: a Bayesian viewpoint’ – Mechanical Systems and Signal Processing DOI 2021
Bull L.A., Gardner P., Rogers T.J., Cross E.J., Dervilis N. and Worden K. ‘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 2021
Taghipour, J, Khodaparast, H.H., Friswell, M.I., H. Jalali,Madinei, H., Jamia N ‘On the sensitivity of the equivalent dynamic stiffness mapping technique to measurement noise and modelling error’ – Applied Mathematical Modelling DOI 2021
Chatterjee, T., Friswell, M.I., Adhikari, S. Chowdhury, R. ‘A global two-layer meta-model for response statistics in robust design optimization’ – Engineering Optimization DOI 2021
Gardner P, Bull L, Gosliga J, Dervilis N, Worden K ‘Foundations of population-based SHM, Part III: Heterogeneous populations – Mapping and transfer’ – Mechanical Systems and Signal Processing DOI 2021
Chakraborty S, Adhikari S, Ganguli R ‘The role of surrogate models in the development of digital twins of dynamic systems’ – Applied Mathematical Modelling DOI 2021
Chakraborty S, Adhikari S ‘Machine learning based digital twin for dynamical systems with multiple time-scales’ – Computers & Structures. 243 DOI 2021
Balatti D., Khodaparast H. H., Friswell M. I., Manolesos M., Castrichini A. ‘Aircraft turbulence and gust identification using simulated in-flight data’ – Aerospace Science and Technology DOI 2021
Bull, L. A, P. Gardner, N. Dervilis, E. Papatheou, M. Haywood-Alexander, R.S Mills, K. Worden ‘On the transfer of damage detectors between structures: An experimental case study’ – Journal of Sound and Vibration DOI 2021
Jin Zhang , Stephen J. Elliott, Jordan Cheer ‘Robust performance of virtual sensing methods for active noise’ – MSSP DOI 2021
Taghipour, H. HaddadKhodaparast, M.I. Friswell, A.D. Shaw, H. Jalali, N. Jamia ‘Harmonic-Balance-Based parameter estimation of nonlinear structures in the presence of Multi-Harmonic response and force’ – Mechanical Systems and Signal Processing DOI 2021
Nayek R, Fuentes R, Worden K, Cross EJ ‘On spike-and-slab priors for Bayesian equation discovery of nonlinear systems via sparse linear regression’ – Mechanical Systems and Signal Processing DOI 2021
Bhan Lam, Woon-Seng Gan, DongYuan Shi, Masaharu Nishimura, Stephen Elliott ‘Ten questions concerning active noise control in the built environment’ – Building and Environment DOI 2021
Beregi S, Barton DA, Rezgui D, Neild S ‘Robustness of nonlinear parameter identification in the presence of process noise using control-based continuation’ – Nonlinear Dynamics DOI 2021
Balatti D., Khodaparast H. H., Friswell M. I., Manolesos M., Amoozgar M. ‘The effect of folding wingtips on the worst-case gust loads of a simplified aircraft model’ – IMechE Part G: Journal of Aerospace Engineering DOI 2021
Nicolaidou E, TL Hill, SA Neild ‘Detecting internal resonances during model reduction’ – Proc. Roy Soc. A. Mathematical, physical, and engineering sciences DOI 2021
Ander Gray, Alex Wimbush, Roberto Rocchetta, Marco De Angelis, Peter Hristov, Dominic Calleja, Enrique Miralles Dolz ‘From inference to design: a comprehensive framework for uncertainty quantification in engineering with limited information’ – MSSP DOI 2021
Chatterjee, T., Chakraborty, S., Goswami, S., Adhikari, S., and Friswell, MI. ‘Robust topological designs for extreme metamaterial micro-structures’ – Scientific Reports. DOI 2021
Chatterjee, T., Essien, A., Ganguli, R., and Friswell, MI. ‘The Stochastic Aeroelastic Response Analysis of Helicopter Rotors using Deep and Shallow Machine Learning’ – Neural Computing and Applications DOI 2021
Marrocchio R., Karlos A., Elliott S. ‘Waves in the cochlea and in acoustic rainbow sensor’ – Wave Motion DOI 2021
A.J. Hughes, R.J. Barthorpe, N. Dervilis, C.R. Farrar, K. Worden ‘A probabilistic risk-based decision framework for structural health monitoring’ – Mechanical Systems and Signal Processing DOI 2021
Aidan J. Hughes, Robert J. Barthorpe, Charles R. Farrar, Keith Worden ‘An Augmented Risk-Based Paradigm for Structural Health Monitoring’ – Dynamics of Civil Structures, Volume 2 DOI 2021
Dongxiao Hong, Thomas L. Hill and Simon A. Neild ‘Understanding targeted energy transfer from a symmetry breaking perspective’ – Proc. R. Soc. A DOI 2021
Gardner, L.A.Bull, N.Dervilis, K.Worden ‘Overcoming the problem of repair in structural health monitoring: Metric-informed transfer learning’ – Journal of Sound and Vibration DOI 2021
Julian Gosliga, Paul Gardner, Lawrence A. Bull, Nikolaos Dervilis, Keith Worden ‘Towards Population-Based Structural Health Monitoring, Part III: Graphs, Networks and Communities’ – Topics in Modal Analysis & Testing, Volume 8 DOI 2021
Ryan Martin, Michael S. Balch and Scott Ferson ‘Response to the comment Confidence in confidence distributions!’ – Proc. R. Soc. A DOI 2021
Riccardo Marrocchioa, AngelisKarlosb, Stephen Elliott ‘Waves in the cochlea and in acoustic rainbow sensors’ – Wave Motion DOI 2021
Sara Y Zhang, Hui Yuan, Jason Z Jiang, Simon Neild, Wei-Xin Ren ‘Realising embedded stiffness in hydraulic implementations of stiffness-damping-inertance configurations’ – Journal of Vibration and Control DOI 2021
Ander Grey, Andrew Davis, Edourdo Patelli ‘Uncertainty Propagation in SINBAD Fusion Benchmarks with Total Monte Carlo and Imprecise Probabilities’ – Fusion Science and Technology DOI 2021
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 ‘Foundations of population-based SHM, Part I: Homogeneous populations and forms’ – Mechanical Systems and Signal Processing DOI 2021
Julian Gosliga, Paul Gardner, Lawrence A. Bull, Nikolaos Dervilis, Keith Worden ‘Towards Population-Based Structural Health Monitoring, Part II: Heterogeneous Populations and Structures as Graphs’ – Topics in Modal Analysis & Testing, Volume 8 DOI 2021
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 ‘Considering discrepancy when calibrating a mechanistic electrophysiology model’ – Phil. Trans. R. Soc DOI 2021
Lam, Bhan; Gan, Woon-Seng; Shi, DongYuan; Nishimura, Masaharu; Elliott, Stephen ‘Ten questions concerning active noise control in the built environment’ – Building and Environment DOI 2021
Hong, D. T. Hill and S. A. Neild ‘Identifying phase-varying periodic behaviour in conservative nonlinear systems’ – Proc. Roy. Soc. A. Mathematical, physical, and engineering sciences DOI 2020
Chatterjee T, S. Adhikari, Michael I. Friswell ‘Uncertainty propagation in dynamic sub-structuring by model reduction integrated domain decomposition’ – Computer Methods in Applied Mechanics and Engineering DOI 2020
Dal Borgo, M, Elliott S, Ghandchi Tehrani M, Stothers, I. M. ‘Virtual sensing of wheel direction from redundant sensors in aircraft ground-steering systems’ – Mechanical Systems and Signal Processing DOI 2020
Elliott Stephen J, Jin Zhang, Chung Kwan Lai, and Jordan Cheer ‘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 DOI 2020
Gardner, R. Fuentes, N. Dervilis, C. Mineo, S.G. Pierce, E.J. Cross and K. Worden ‘Machine learning at the interface of structural health monitoring and non-destructive evaluation’ – Phil. Trans. R. Soc DOI 2020
Xuanang Liu, David J. Wagg ‘ε2-Order Normal Form Analysis for a Two-Degree-of-Freedom Nonlinear Coupled Oscillator’ – Nonlinear Dynamics of Structures, Systems and Devices DOI 2020
Ganguli R, Adhikari S ‘The digital twin of discrete dynamic systems: Initial approaches and future challenges’ – Applied Mathematical Modelling DOI 2020
Gardner P, Lord C, Barthorpe R ‘Bayesian history matching for structural dynamics applications’ – Mechanical Systems and Signal Processing DOI 2020
Gardner P, Liu X, Worden K ‘On the application of domain adaptation in structural health monitoring’ – Mechanical Systems and Signal Processing DOI 2020
Nicolaidou E, Melanthuru VR, Hill TL, Neild SA ‘Accounting for Quasi-Static Coupling in Nonlinear Dynamic Reduced-Order Models’ – Journal of Computational and Nonlinear Dynamics DOI 2020
Rogers T, Gardner P, Dervilis N, Worden K, Maguire A, Papatheou E, Cross E ‘Probabilistic modelling of wind turbine power curves with application of heteroscedastic Gaussian Process regression’ – Renewable Energy DOI 2020
Jamia N, H. Jalali, J. Taghipour, M.I. Friswell, H.H. Khodaparast ‘An Equivalent Model of a Nonlinear Bolted Flange Joint’ – Mechanical Systems and Signal Processing DOI 2020
Wagg D, Worden K, Barthorpe R, Gardner P ‘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 2020
Sadeghi J, de Angelis M, Patelli E ‘Robust propagation of probability boxes by interval predictor models’ – Structural Safety DOI 2020
Zhu Y, Au S ‘Bayesian data driven model for uncertain modal properties identified from operational modal analysis’ – Mechanical Systems and Signal Processing DOI 2020
Gardner P., Fuentes R., Dervilis N., Mineo C., Pierce S.G., Cross E.J., and Worden K. ‘Machine learning at the interface of SHM and NDE’ – Proc. Roy Soc. A. Mathematical, physical, and engineering sciences DOI 2020
Shaw, A.D.; Hill, T.L.; Neild, S.A.; Friswell, M.I. ‘Multiharmonic Resonance Control Testing of an Internally Resonant Structure’ – Vibration DOI 2020
Fuentes R., Gardner P., Mineo C., Rogers T.J., Pierce S.G., Worden K., Dervilis N., and Cross E.J. ‘Autonomous ultrasonic inspection using Bayesian optimisation and robust outlier analysis’ – Mechanical Systems and Signal Processing DOI 2020
Worden K., Bull L.A., Gardner P., Gosliga J., Rogers T.J., Cross E.J., Papatheou E., Lin W. and Dervilis N. ‘A Brief Introduction to Recent Developments in Population-Based Structural Health Monitoring’ – Frontiers in Built Environment DOI 2020
Gardner P., Dal Borgo M., Ruffini V., Hughes A.J., Zhu Y. and Wagg D.J. ‘Towards the development of an operational digital twin’ – Vibration DOI 2020
Nicolaidou E, TL Hill, SA Neild ‘Indirect reduced-order modelling: Using nonlinear manifolds to conserve kinetic energy’ – Proc. Roy Soc. A. Mathematical, physical, and engineering sciences DOI 2020
Worden K, Cross E, Barthorpe R, Wagg D, Gardner P ‘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 2020
Ruffini V, Szczyglowski C, Barton D, Lowenberg M, Neild S ‘Real-Time Hybrid Testing of Strut-Braced Wing Under Aerodynamic Loading Using an Electrodynamic Actuator’ – Experimental Techniques DOI 2020
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 ‘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 2020
Y Zhu, P Gardner, R Fuentes, D Wagg ‘Robust equation discovery considering model discrepancy: a sparse Bayesian and Gaussian process approach.’ – Mechanical Systems and Signal Processing DOI 2020
Mattia Dal Borgo, Stephen J. Elliott, Maryam Ghandchi TehraniIan, M. Stothers ‘Virtual Sensing of Wheel Position in Ground-Steering Systems for Aircraft Using Digital Twins’ – Model Validation and Uncertainty Quantification, Volume 3 DOI 2020
Keith Worden ‘Towards Population-Based Structural Health Monitoring, Part VI: Structures as Geometry’ – Dynamics of Civil Structures, Volume 2 LINK 2020
Ying Zhang S, Li Y, Jiang J, Neild S, Macdonald, J ‘A methodology for identifying optimum vibration absorbers with a reaction mass’ – Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences DOI 2019
D. J. Wagg, P. Gardner, R. J. Barthorpe, K. Worden ‘On Key Technologies for Realising Digital Twins for Structural Dynamics Applications’ – Model Validation and Uncertainty Quantification DOI 2019
Mattia Dal Borgo, S.J. Elliott and I.M. Stothers ‘Using Digital Twins in the Design of Virtual Sensing Systems for Aircraft Ground-Steering Systems’ – Institute of Sound and Vibration research DOI 2019
Tartaruga I, Elliott A, Hill T, Neild S, Cammarano, A ‘The effect of nonlinear cross-coupling on reduced-order modelling’ – International Journal of Non-Linear Mechanics DOI 2019
Sadeghi J, de Angelis M, Patelli E ‘Efficient training of interval Neural Networks for imprecise training data.’ – Neural networks : the official journal of the International Neural Network Society DOI 2019
Hong D, Hill TL, Neild SA ‘Conditions for the existence of isolated backbone curves.’ – Proceedings. Mathematical, physical, and engineering sciences DOI 2019
Gardner P, Lord C, Barthorpe R ‘A Unifying Framework for Probabilistic Validation Metrics’ – Journal of Verification, Validation and Uncertainty Quantification DOI 2019
Liu X, Wagg DJ ‘Simultaneous normal form transformation and model-order reduction for systems of coupled nonlinear oscillators.’ – Proceedings. Mathematical, physical, and engineering sciences DOI 2019
Nick Gray, Marco De Angelis, Dominic Calleja and Scott Ferson ‘A Problem in the Bayesian Analysis of Data without Gold Standards’ – Proceedings of the 29th European Safety and Reliability Conference DOI 2019
Gardner P, Worden, K ‘On the application of domain adaptation for aiding supervised SHM methods’ – Structural Health Monitoring DOI 2019
Marco De Angelis, Scott Ferson , Edoardo Patelli, Vladik Kreinovich ‘Black-Box Propagation of Failure Probabilities under Epistemic Uncertainty’ – Eccomas DOI 2019
Nick Gray, Marco De Angelis and Scott Ferson ‘Computing With Uncertainty: Introducing Puffin The Automatic Uncertainty Compiler’ – Eccomas DOI 2019
