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Journal articles

• Clarkson DR, Bull LA, Dardeno TA, Wickramarachchi CT, Cross EJ, Rogers TJ, Worden K, Dervilis N & Hughes AJ (2025) . Data-Centric Engineering, 6.
• Farrar CR, Dervilis N & Worden K (2025) . Strain, 61(1).
• Kamariotis A, Chatzi E, Straub D, Dervilis N, Goebel K, Hughes AJ, Lombaert G, Papadimitriou C, Papakonstantinou KG, Pozzi M , Todd M et al (2024) . Data-Centric Engineering, 5.
• Giglioni V, Poole J, Venanzi I, Ubertini F, Dervilis N & Worden K (2024) . Journal of Physics: Conference Series, 2647(18).
• Mclean JH, Dervilis N & Rogers TJ (2024) . Journal of Physics: Conference Series, 2647(19), 192023-192023.
• Simpson T, Vlachas K, Garland A, Dervilis N & Chatzi E (2024) . Scientific Reports, 14(1), 6091.
• Bee S, Poole J, Worden K, Dervilis N & Bull L (2024) . Data-Centric Engineering, 5.
• Tsialiamanis G, Sbarufatti C, Dervilis N & Worden K (2024) . Mechanical Systems and Signal Processing, 209, 111119-111119.
• Lindley CA, Jones MR, Rogers TJ, Cross EJ, Dwyer-Joyce RS, Dervilis N & Worden K (2024) . Mechanical Systems and Signal Processing, 208, 110958-110958.
• Dardeno TA, Worden K, Dervilis N, Mills RS & Bull LA (2024) . Mechanical Systems and Signal Processing, 208, 111072-111072.
• Tsialiamanis G, Dervilis N, Wagg DJ & Worden K (2023) . Mechanical Systems and Signal Processing, 200, 110581-110581.
• Nayek R, Abdessalem AB, Dervilis N, Cross EJ & Worden K (2023) . Mechanical Systems and Signal Processing, 196, 110300-110300.
• Fremmelev MA, Ladpli P, Orlowitz E, Dervilis N, McGugan M & Branner K (2023) . Structural Health Monitoring.
• Edington L, Dervilis N, Ben Abdessalem A & Wagg D (2023) . Mechanical Systems and Signal Processing, 188, 109971-109971.
• Simpson T, Dervilis N, Couturier P, Maljaars N & Chatzi E (2023) . Frontiers in Energy Research, 11.
• Haywood-Alexander M, Dervilis N, Worden K, Mills RS, Ladpli P & Rogers TJ (2022) . Sensors, 23(1).
• Champneys MD, Tsialiamanis G, Rogers TJ, Dervilis N & Worden K (2022) . Mechanical Systems and Signal Processing, 181, 109510-109510.
• Hughes AJ, Bull LA, Gardner P, Dervilis N & Worden K (2022) . Mechanical Systems and Signal Processing, 181, 109502-109502.
• Dardeno TA, Bull LA, Mills RS, Dervilis N & Worden K (2022) . Journal of Sound and Vibration, 538, 117227-117227.
• Gowdridge T, Dervilis N & Worden K (2022) . ASME Open Journal of Engineering, 1.
• Bull LA, Dervilis N, Worden K, Cross EJ & Rogers TJ (2022) . Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 478(2262).
• Haywood-Alexander M, Dervilis N, Worden K, Dobie G & Rogers TJ (2022) . Journal of Sound and Vibration.
• Gardner P, Bull LA, Dervilis N & Worden K (2022) . Mechanical Systems and Signal Processing, 167(Part B).
• Tsialiamanis G, Champneys MD, Dervilis N, Wagg DJ & Worden K (2022) . Mechanical Systems and Signal Processing, 166, 108473-108473.
• Gardner P, Bull LA, Gosliga J, Poole J, Dervilis N & Worden K (2022) . Mechanical Systems and Signal Processing, 172.
• Gonzaga P, Toft H, Worden K, Dervilis N, Bernhammer L, Stevanovic N & Gonzales A (2022) . Wind Energy.
• Rooker T, Stammers J, Worden K, Potts G, Kerrigan K & Dervilis N (2022) . Mechanical Systems and Signal Processing, 164.
• Eckels JD, Jacobson EM, Cummings IT, Fernandez IF, Ho K, Dervilis N, Flynn EB & Wachtor AJ (2022) . Ultrasonics.
• Bull LA, Gardner PA, Rogers TJ, Dervilis N, Cross EJ, Papatheou E, Maguire AE, Campos C & Worden K (2021) . Mechanical Systems and Signal Processing.
• Tsialiamanis G, Wagg DJ, Dervilis N & Worden K (2021) . Data-Centric Engineering, 2.
• Tsialiamanis G, Mylonas C, Chatzi E, Dervilis N, Wagg DJ & Worden K (2021) . Mechanical Systems and Signal Processing, 157.
• Simpson T, Dervilis N & Chatzi E (2021) . Journal of Engineering Mechanics, 147(10).
• Haywood-Alexander M, Dervilis N, Worden K, Cross E, Mills R & Rogers T (2021) . Mechanical Systems and Signal Processing, 156.
• Bull LA, Gardner PA, Dervilis N, Papatheou E, Haywood-Alexander M, Mills RS & Worden K (2021) . Journal of Sound and Vibration, 501.
• Gardner P, Bull LA, Dervilis N & Worden K (2021) . Journal of Sound and Vibration, 116245-116245.
• Rooker T, Potts G, Worden K, Dervilis N & Stammers J (2021) . Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture, 095440542110196.
• Hughes AJ, Barthorpe RJ, Dervilis N, Farrar CR & Worden K (2021) . Mechanical Systems and Signal Processing, 150, 107339-107339.
• Bull LA, Gardner P, Rogers TJ, Cross EJ, Dervilis N & Worden K (2021) . ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, 7(1).
• Gardner P, Bull LA, Gosliga J, Dervilis N & Worden K (2021) . Mechanical Systems and Signal Processing, 149.
• Gosliga J, Gardner PA, Bull LA, Dervilis N & Worden K (2021) . Mechanical Systems and Signal Processing, 148.
• Bull LA, Gardner PA, Gosliga J, Rogers TJ, Dervilis N, Cross EJ, Papatheou E, Maguire AE, Campos C & Worden K (2021) . Mechanical Systems and Signal Processing, 148.
• Bull LA, Gardner PA, Dervilis N & Worden K (2021) . IFAC-PapersOnLine, 54(7), 655-660.
• Chetcuti Zammit S, Bull LA, Sanders DS, Galvin J, Dervilis N, Sidhu R & Worden K (2020) . Journal of Medical Systems, 44(11).
• Gardner P, Fuentes R, Dervilis N, Mineo C, Pierce SG, Cross EJ & Worden K (2020) . Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 378(2182), 20190581-20190581.
• Rooker T, Stammers J, Worden K, Potts G, Kerrigan K & Dervilis N (2020) . Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture.
• Bull L, Worden K & Dervilis N (2020) . Mechanical Systems and Signal Processing, 140.
• Rogers T, Gardner P, Dervilis N, Worden K, Maguire AE, Papatheou E & Cross E (2020) . Renewable Energy, 148, 1124-1136.
• Chandrasekhar K, Stevanovic N, Cross EJ, Dervilis N & Worden K (2020) . Renewable Energy.
• Bull L, Rogers T, Wickramarachchi C, Cross E, Worden K & Dervilis N (2019) . Mechanical Systems and Signal Processing, 134.
• Dervilis N (2019) . Journal of Sound and Vibration, 458, 347-348.
• Abdessalem AB, Dervilis N, Wagg D & Worden K (2019) . Mechanical Systems and Signal Processing, 122, 364-386.
• Bull L, Worden K, Fuentes R, Manson G, Cross E & Dervilis N (2019) . Journal of Sound and Vibration.
• Rogers TJ, Worden K, Fuentes R, Dervilis N, Tygesen UT & Cross E (2019) . Mechanical Systems and Signal Processing, 119, 100-119.
• Bull LA, Worden K, Manson G & Dervilis N (2018) . Journal of Sound and Vibration, 437, 373-388.
• Worden K, Barthorpe RJ, Cross E, Dervilis N, Holmes GR, Manson G & Rogers T (2018) . Mechanical Systems and Signal Processing, 112, 194-232.
• Dervilis N, Simpson TE, Wagg D & Worden K (2018) . Strain: an international journal for experimental mechanics.
• Abdessalem A, Dervilis N, Wagg D & Worden K (2018) . Mechanical Systems and Signal Processing, 99, 306-325.
• Papatheou E, Dervilis N, Maguire AE, Campos C, Antoniadou I & Worden K (2017) . Renewable Energy, 113, 1490-1502.
• Abdessalem , Dervilis N, Wagg DJ & Worden K (2017) . Frontiers in Built Environment, 3.
• Holford KM, Eaton MJ, Hensman JJ, Pullin R, Evans SL, Dervilis N & Worden K (2017) . Progress in Aerospace Sciences, 90, 1-11.
• Dervilis N, antoniadou , Barthorpe , Cross & worden (2016) . International Journal of Sustainable Materials and Structural Systems.
• Dervilis N, Antoniadou I, Cross EJ & Worden K (2015) . Strain, 51(4), 324-331.
• Dervilis N, Worden K & Cross EJ (2015) . Journal of Sound and Vibration, 347, 279-296.
• Papatheou E, Dervilis N, Maguire AE, Antoniadou I & Worden K (2015) . IEEE Transactions on Industrial Electronics, 62(10), 6636-6644.
• Antoniadou I, Dervilis N, Papatheou E, Maguire AE & Worden K (2015) . Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 373(2035), 20140075-20140075.
• Dervilis N, Cross EJ, Barthorpe RJ & Worden K (2014) . JOURNAL OF SOUND AND VIBRATION, 333(20), 5181-5195.
• Antoniadou I, Howard TP, Dwyer-Joyce RS, Marshall MB, Naumann J, Dervilis N & Worden K (2014) . Applied Mechanics and Materials, 564, 170-175.
• Dervilis N, Creech ACW, Maguire AE, Antoniadou I, Barthorpe RJ & Worden K (2014) . Applied Mechanics and Materials, 564, 164-169.
• Antoniadou I, Worden K, Manson G, Dervilis N, Taylor SG & Farrar CR (2014) . Key Engineering Materials, 588, 43-53.
• Dervilis N, Choi M, Antoniadou I, Farinholt KM, Taylor SG, Barthorpe RJ, Park G, Farrar CR & Worden K (2014) . Key Engineering Materials, 588, 166-174.
• Dervilis N, Choi M, Taylor SG, Barthorpe RJ, Park G, Farrar CR & Worden K (2014) . JOURNAL OF SOUND AND VIBRATION, 333(6), 1833-1850.
• Antoniadou I, Dervilis N, Barthorpe RJ, Manson G & Worden K (2013) . Key Engineering Materials, 569-570, 547-554.
• Dervilis N, Barthorpe RJ & Worden K (2013) . Key Engineering Materials, 569-570, 1109-1115.
• Antoniadou I, Manson G, Dervilis N, Barszcz T, Staszewski W & Worden K (2012) Condition monitoring of a wind turbine gearbox using the empirical mode decomposition method and outlier analysis. Proceedings of the 6th European Workshop - Structural Health Monitoring 2012, EWSHM 2012, 2, 1316-1323.
• Poole J, Hughes AJ, Gardner P, Bull LA, Dervilis N, Giglioni V, Mills R & Worden K () . e-Journal of Nondestructive Testing, 29(7).
• Clarkson D, Bull LA, Dardeno TA, Wickramarachchi CT, Cross EJ, Rogers TJ, Worden K, Dervilis N & Hughes AJ () . e-Journal of Nondestructive Testing, 29(7).
• Fremmelev MA, Ladpli P, Orlowitz E, Dervilis N, McGugan M & Branner K () . Wind Energy.
• Dolcetti G, Hortobágyi B, Perks M, Tait SJ & Dervilis N () . Water Resources Research.
• Poole J, Gardner P, Dervilis N, Bull L & Worden K () . Structural Health Monitoring, 147592172211104-147592172211104.
• Gardner P, Bull LA, Dervilis N & Worden K () . Journal of Civil Structural Health Monitoring.
• Lindley C, Beamish S, Dwyer-Joyce R, Dervilis N & Worden K () A Bayesian Approach for Shaft Centre Localisation in Journal Bearings. Mechanical Systems and Signal Processing.
• Fuentes R, Gardner P, Mineo C, Rogers TJ, Pierce SG, Worden K, Dervilis N & Cross EJ () . Mechanical Systems and Signal Processing, 145.
• Worden K, Bull LA, Gardner P, Gosliga J, Rogers TJ, Cross EJ, Papatheou E, Lin W & Dervilis N () . Frontiers in Built Environment, 6.
• Fuentes R, Nayek R, Gardner P, Dervilis N, Rogers T, Worden K & Cross E () Equation discovery for nonlinear dynamical systems: a Bayesian viewpoint. Mechanical Systems and Signal Processing.
• Hughes AJ, Bull LA, Gardner P, Barthorpe RJ, Dervilis N & Worden K () On risk-based active learning for structural health monitoring.

Chapters

• Giglioni V, Poole J, Mills R, Dervilis N, Venanzi I, Ubertini F & Worden K (2025) , Conference Proceedings of the Society for Experimental Mechanics Series (pp. 59-68). Springer Nature Switzerland
• Hughes AJ, Poole J, Dervilis N, Gardner P & Worden K (2025) , Conference Proceedings of the Society for Experimental Mechanics Series (pp. 19-31). Springer Nature Switzerland
• Tsialiamanis G, Dervilis N & Worden K (2025) , Conference Proceedings of the Society for Experimental Mechanics Series (pp. 85-91). Springer Nature Switzerland
• Brealy SM, Bull LA, Brennan DS, Beltrando P, Sommer A, Dervilis N & Worden K (2024) , Lecture Notes in Civil Engineering (pp. 606-614). Springer Nature Switzerland
• Gowdridge T, Manson G, Dervilis N & Worden K (2024) , Conference Proceedings of the Society for Experimental Mechanics Series (pp. 125-135). Springer Nature Switzerland
• Bull LA, Abdallah I, Mylonas C, Avendaño-Valencia LD, Tatsis K, Gardner P, Rogers TJ, Brennan DS, Cross EJ, Worden K , Duncan AB et al (2023) , Data Driven Methods for Civil Structural Health Monitoring and Resilience (pp. 120-180). CRC Press
• Tsialiamanis G, Dervilis N, Wagg DJ & Worden K (2023) , Data Science in Engineering, Volume 10 (pp. 63-71). Springer Nature Switzerland
• Poole J, Gardner P, Dervilis N, Mclean JH, Rogers TJ & Worden K (2023) , Data Science in Engineering, Volume 10 (pp. 73-81). Springer Nature Switzerland
• Gowdridge T, Cross EJ, Dervilis N & Worden K (2023) , Lecture Notes in Civil Engineering (pp. 1095-1106). Springer International Publishing
• Champneys MD, Tsialiamanis G, Rogers TJ, Dervilis N & Worden K (2023) , Nonlinear Structures & Systems, Volume 1 (pp. 135-147). Springer International Publishing
• Nayek R, Abdessalem MAB, Dervilis N, Cross EJ & Worden K (2023) , Nonlinear Structures & Systems, Volume 1 (pp. 165-175). Springer International Publishing
• Tsialiamanis G, Champneys MD, Wagg DJ, Dervilis N & Worden K (2023) , Topics in Modal Analysis & Parameter Identification, Volume 8 (pp. 45-57). Springer International Publishing
• Simpson T, Tsialiamanis G, Dervilis N, Worden K & Chatzi E (2023) , Nonlinear Structures & Systems, Volume 1 (pp. 297-300). Springer International Publishing
• Maxwell CN, Dalton JL, Dzomba NE, Jacobson EM, Dervilis N & Wachtor AJ (2022) , Data Science in Engineering, Volume 9 (pp. 143-156). Springer International Publishing
• Fuentes R, Cross EJ, Gardner PA, Bull LA, Rogers TJ, Barthorpe RJ, Shi H, Dervilis N, Farrar CR & Worden K (2022) , Handbook of Experimental Structural Dynamics (pp. 989-1061). Springer New York
• Bull LA, Hughes AJ, Rogers TJ, Gardner P, Worden K & Dervilis N (2022) , Structural Integrity (pp. 389-411). Springer International Publishing
• Gardner P, Bull LA, Gosliga J, Dervilis N, Cross EJ, Papatheou E & Worden K (2022) , Structural Integrity (pp. 413-435). Springer International Publishing
• Fuentes R, Cross EJ, Gardner PA, Bull LA, Rogers TJ, Barthorpe RJ, Shi H, Dervilis N, Farrar CR & Worden K (2022) , Handbook of Experimental Structural Dynamics (pp. 1-72). Springer New York
• Gowdridge T, Dervilis N & Worden K (2022) , Data Science in Engineering, Volume 9 (pp. 169-184). Springer International Publishing
• Tsialiamanis G, Wagg DJ, Dervilis N & Worden K (2022) , Data Science in Engineering, Volume 9 (pp. 35-46). Springer International Publishing
• Tsialiamanis G, Mylonas C, Chatzi EN, Wagg DJ, Dervilis N & Worden K (2022) , Data Science in Engineering, Volume 9 (pp. 47-63). Springer International Publishing
• Eckels JD, Fernandez IF, Ho K, Dervilis N, Jacobson EM & Wachtor AJ (2022) , Rotating Machinery, Optical Methods & Scanning LDV Methods, Volume 6 (pp. 167-181). Springer International Publishing
• Bull LA, Gardner PA, Dervilis N, Papatheou E, Haywood-Alexander M, Mills RS & Worden K (2021) , Data Science in Engineering, Volume 9 (pp. 199-211).
• Bull LA, Gardner P, Rogers TJ, Cross EJ, Dervilis N & Worden K (2021) , Lecture Notes in Civil Engineering (pp. 415-426). Springer International Publishing
• Tsialiamanis GP, Wagg DJ, Gardner PA, Dervilis N & Worden K (2021) , Topics in Modal Analysis & Testing, Volume 8 (pp. 41-50). Springer International Publishing
• Gardner P, Bull LA, Gosliga J, Dervilis N & Worden K (2020) , Model Validation and Uncertainty Quantification, Volume 3 (pp. 187-199). Springer International Publishing
• Bull LA, Gardner PA, Gosliga J, Dervilis N, Papatheou E, Maguire AE, Campos C, Rogers TJ, Cross EJ & Worden K (2020) , Model Validation and Uncertainty Quantification, Volume 3 (pp. 287-302). Springer International Publishing
• Gardner P, Bull LA, Dervilis N & Worden K (2020) , Model Validation and Uncertainty Quantification, Volume 3 (pp. 209-215). Springer International Publishing
• Devendra T, Dervilis N, Worden K, Tsialiamanis G, Cross EJ & Rogers TJ (2020) , Model Validation and Uncertainty Quantification, Volume 3 (pp. 237-246). Springer International Publishing
• Fuentes R, Cross EJ, Gardner PA, Bull LA, Rogers TJ, Barthorpe RJ, Shi H, Dervilis N, Farrar CR & Worden K (2020) , Handbook of Experimental Structural Dynamics (pp. 1-72).
• Bull LA, Worden K, Rogers TJ, Cross EJ & Dervilis N (2020) , Special Topics in Structural Dynamics & Experimental Techniques, Volume 5 (pp. 77-81). Springer International Publishing

Conference proceedings papers

• Dardeno T, Bull L, Dervilis N & Worden K (2024) Decoupling nonlinear normal modes using normalising flows. Proceedings of the 42nd International Modal Analysis Conference
• Hughes AJ, Worden K, Dervilis N & Rogers TJ (2024) Cost-informed dimensionality reduction for structural digital twin technologies. Proceedings of ISMA 2024 - International Conference on Noise and Vibration Engineering and USD 2024 - International Conference on Uncertainty in Structural Dynamics (pp 4529-4542)
• Tsialiamanis G, Worden K, Dervilis N & Hughes AJ (2024) Towards an active-learning approach to resource allocation for population-based damage prognosis. Proceedings of ISMA 2024 - International Conference on Noise and Vibration Engineering and USD 2024 - International Conference on Uncertainty in Structural Dynamics (pp 3343-3353)
• Dardeno TA, Bull LA, Dervilis N & Worden K (2024) When does a bridge become an aeroplane?. Proceedings of ISMA 2024 - International Conference on Noise and Vibration Engineering and USD 2024 - International Conference on Uncertainty in Structural Dynamics (pp 3312-3320)
• Bull LA, Dardeno T, Dervilis N, Glyn-Davies A, Bunker J, Girolami M & Worden K (2024) Nonlinear normal modes as normalising Kalman filters. Proceedings of ISMA 2024 - International Conference on Noise and Vibration Engineering and USD 2024 - International Conference on Uncertainty in Structural Dynamics (pp 2174-2187)
• Bee SC, Bull LA, Dervilis N & Worden K (2024) Regularising NARX models with multi-task learning. Proceedings of ISMA 2024 - International Conference on Noise and Vibration Engineering and USD 2024 - International Conference on Uncertainty in Structural Dynamics (pp 2014-2021)
• Champneys MD, Rogers TJ, Dervilis N & Worden K (2024) (pp 81-91)
• Haywood-Alexander M, Worden K, Dervilis N, Mills RS, Bull LA & Dardeno TA (2024) (pp 19-25)
• SMITH SM, HUGHE AJ, DARDENO TA, BULL LA, DERVILIS N & WORDEN K (2023) . Proceedings of the 14th International Workshop on Structural Health Monitoring
• POOLE J, GARDNER P, HUGHES AJ, MILLS RS, DARDENO TA, DERVILIS N & WORDEN K (2023) . Proceedings of the 14th International Workshop on Structural Health Monitoring
• HUGHES AJ, POOLE J, DERVILIS N, GARDNER P & WORDEN K (2023) . Proceedings of the 14th International Workshop on Structural Health Monitoring
• CLARKSON DR, BULL LA, DARDENO TA, WICKRAMARACHCHI CT, CROSS EJ, ROGERS TJ, WORDEN K, DERVILIS N & HUGHES AJ (2023) . Proceedings of the 14th International Workshop on Structural Health Monitoring
• LINDLEY CA, JONES MR, DARDENO TA, MILLS RS, DERVILIS N & WORDEN K (2023) . Proceedings of the 14th International Workshop on Structural Health Monitoring
• DARDENO TA, BULL LA, MILLS RS, DERVILIS N & WORDEN K (2023) . Proceedings of the 14th International Workshop on Structural Health Monitoring
• FREMMELEV MA, LADPLI P, ORLOWITZ E & DERVILIS N (2023) . Proceedings of the 14th International Workshop on Structural Health Monitoring
• BRASSINGTON A, ALEXANDER MH, DERVILIS N, WORDEN K & ROGERS TJ (2023) . Proceedings of the 14th International Workshop on Structural Health Monitoring
• BEE SC, BULL LA, DERVILIS N & WORDEN K (2023) . Proceedings of the 14th International Workshop on Structural Health Monitoring
• PAPATHEOU E, TATSIS K, AGATHOS K, HAYWOOD-ALEXANDER M, DERVILIS N & WORDEN K (2023) . Proceedings of the 14th International Workshop on Structural Health Monitoring
• Gowdridge T, Dervilis N, Cross EJ & Worden K (2023) (pp 43-52)
• Dardeno TA, Bull LA, Dervilis N & Worden K (2023) (pp 95-103)
• Bee SC, Papatheou E, Haywood-Alexander M, Mills RS, Bull LA, Worden K & Dervilis N (2023) (pp 53-61)
• Dardeno T, Bull L, Mills R, Dervilis N & Worden K (2023) Hierarchical Bayes for population-based modelling of FRFs with temperature variation. Proceedings of the XII International Conference on Structural Dynamics
• Haywood-Alexander M, Dervilis N, Worden K & Rogers TJ (2023) (pp 139-149)
• Poole J, Gardner P, Dervilis N, Bull L & Worden K (2023) (pp 408-418)
• Hughes AJ, Bull LA, Gardner P, Dervilis N, Worden K & Hughes A (2022) Semi-supervised risk-based active learning using inspection and maintenance information. Proceedings of ISMA 2022-International Conference on Noise and Vibration Engineering and USD 2022-International Conference on Uncertainty in Structural Dynamics
• Lindley CA, Rogers T, Dwyer-Joyce R, Dervilis N & Worden K (2022) On the Application of Variational Auto Encoders (VAE) for Damage Detection in Rolling Element Bearings. Proceedings of the Thirteenth International Workshop on Structural Health Monitoring, IWSHM 2021 (pp 388-397). Lancaster, PA,. USA, 15 March 2022 - 17 March 2022.
• TSIALIAMANIS G, WAGG D, DERVILIS N & WORDEN K (2022) . Proceedings of the 13th International Workshop on Structural Health Monitoring
• DARDENO TA, BULL LA, DERVILIS N & WORDEN K (2022) . Proceedings of the 13th International Workshop on Structural Health Monitoring
• DARDENO TA, HAYWOOD-ALEXANDER M, MILLS RS, BULL LA, DERVILIS N & WORDEN K (2022) . Proceedings of the 13th International Workshop on Structural Health Monitoring
• SIMPSON T, DERVILIS N, COUTURIER P, MALJAARS N & CHATZI E (2022) . Proceedings of the 13th International Workshop on Structural Health Monitoring
• GARDNER P, . BULL LA, GOSLIGA J, POOLE J, DERVILIS N & WORDEN K (2022) . Proceedings of the 13th International Workshop on Structural Health Monitoring
• GOWDRIDGE T, DERVILIS N & WORDEN K (2022) . Proceedings of the 13th International Workshop on Structural Health Monitoring
• POOLE J, GARDNER P, DERVILIS N, BULL L & WORDEN K (2022) . Proceedings of the 13th International Workshop on Structural Health Monitoring
• Champneys MD, Dervilis N & Worden K (2022) (pp 95-108)
• Gowdridge T, Dervilis N & Worden K (2022) (pp 135-149)
• Edington LJ, Dervilis N, Gardner P & Wagg DJ (2022) . Conference Proceedings of the Society for Experimental Mechanics Series (pp 81-89)
• Poole J, Gardner P, Dervilis N, Bull LA & Worden K (2022) A comparison of kernel and deep domain adaptation methods for SHM. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 3662-3670)
• Papatheou E, Tatsis KE, Battu RS, Agathos K, Haywood-Alexander M, Chatzi E, Dervilis N & Worden K (2022) Virtual sensing for SHM: a comparison between Kalman filters and Gaussian processes. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 3792-3803)
• Champneys MD, Rogers TJ, Dervilis N & Worden K (2022) On higher-order frequency response functions from kernel-NARX methods. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 2301-2315)
• Haywood-Alexander M, Dervilis N, Worden K, Ladpli P, Fremmelev MA & Rogers TJ (2022) Bayesian identification of material properties for a fibre-composite plate, via dispersion curves. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 1866-1874)
• Lindley CA, Jones MR, Rogers TJ, Dwyer-Joyce RS, Dervilis N & Worden K (2022) A nonparametric Bayesian approach for the detection of acoustic emission events in time series signals. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 4777-4787)
• Dardeno TA, Mills RS, Bull LA, Dervilis N & Worden K (2022) Investigating the effects of temperature variation in vibration-based SHM. Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics (pp 3620-3628)
• Dardeno TA, Bull LA, Mills RS, Dervilis N & Worden K (2022) Investigating experimental repeatability and feature consistency in vibration-based SHM using nominally-identical helicopter blades. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2022-August (pp 165-169)
• Gardner PA, Bull LA, Dervilis N & Worden K (2022) . Data Science in Engineering, Volume 9 : Proceedings of the 39th IMAC, A Conference and Exposition on Structural Dynamics 2021 (pp 87-98). Virtual conference, 8 February 2021 - 11 February 2021.
• Gardner PA, Bull LA, Dervilis N & Worden K (2022) . Data Science in Engineering, Volume 9 : Proceedings of the 39th IMAC, A Conference and Exposition on Structural Dynamics 2021 (pp 75-86). Virtual conference, 8 February 2021 - 11 February 2021.
• Haywood-Alexander M, Dervilis N, Worden K, Dobie GB & Rogers TJ (2021) . Health Monitoring of Structural and Biological Systems XV, 22 March 2021 - 27 March 2021.
• Gardner P, Bull LA, Dervilis N & Worden K (2021) On Domain-Adapted Gaussian Mixture Models for Population-Based Structural Health Monitoring. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2021-June (pp 663-670)
• Bull LA, Gardner P, Dervilis N, Papatheou E & Worden K (2021) Automated Feature Extraction for Damage Detection: A Pseudo-fault Framework for Population-based SHM. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2021-June (pp 655-661)
• Simpson T, Dervilis N & Chatzi E (2020) . EURODYN 2020 - XI International Conference on Structural Dynamics, Proceedings, Vol. II (pp 3865-3877). Athens, Greece, 23 November 2020 - 26 November 2020.
• Gosliga J, Gardner PA, Bull LA, Dervilis N & Worden K (2020) . Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020, Vol. 8 (pp 177-187). Houston, TX, USA, 10 February 2020 - 13 February 2020.
• Haywood-Alexander M, Rogers TJ, Worden K, Barthorpe RJ, Cross EJ & Dervilis N (2020) (pp 109-114)
• Gosliga J, Gardner PA, Bull LA, Dervilis N & Worden K (2020) Towards population-based structural health monitoring, Part III: Graphs, networks and communities. Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics
• Haywood-Alexander M, Worden K, Dobie G, Rogers TJ & Dervilis N (2020) Lamb wave mode separation using dispersion curves. Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics (pp 2891-2898)
• Dervilis N (2020) Preface. Conference Proceedings of the Society for Experimental Mechanics Series (pp v)
• Tsialiamanis G, Chatzi E, Dervilis N, Wagg D & Worden K (2020) . XI International Conference on Structural Dynamics, 23 November 2020 - 26 November 2020.
• Tsialiamanis G, Wagg D, Dervilis N & Worden K (2020) . XI International Conference on Structural Dynamics, 23 November 2020 - 26 November 2020.
• Gonzaga P, Worden K, Dervilis N, Stevanovic N, Bernhammer LO & Toft HS (2020) Uncertainty quantification framework for structural model of wind turbine blades. Proceedings of the International Conference on Structural Dynamic , EURODYN, Vol. 2 (pp 3911-3920)
• Gonzaga P, Worden K, Dervilis N, Stevanovic N, Bernhammer L & Toft H (2020) On the quantification of structural uncertainties of blades and their effect on wind turbine loads. Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics (pp 3853-3862)
• Bull LA, Worden K, Rogers TJ, Wickramarachchi C, Cross EJ, McLeay T, Leahy W & Dervilis N (2019) . Journal of Physics: Conference Series, Vol. 1264. Valpre, Lyon, France, 15 April 2019 - 17 April 2019.
• Fuentes R, Dervilis N, Worden K & Cross EJ (2019) . Journal of Physics: Conference Series, Vol. 1264(1). Valpre, Lyon, France, 15 April 2019 - 17 April 2019.
• Dervilis N, Zhang T, Bull L, Cross EJ, Rogers TJ, Fuentes R, Dertimanis V, Abdallah I, Chatzi E & Worden K (2019) A nonlinear robust outlier detection approach for SHM. 8th IOMAC - International Operational Modal Analysis Conference, Proceedings (pp 107-114)
• Abdessalem AB, Dervilis N, Wagg D & Worden K (2019) (pp 141-151)
• Bull L, Manson G, Worden K & Dervilis N (2019) (pp 157-159)
• Deraemaeker A, Dumoulin C, Dervilis N, Cross EJ & Worden K (2019) Statistical analysis of damage indicators based on ultrasonic testing with embedded piezoelectric transducers. 9th ECCOMAS Thematic Conference on Smart Structures and Materials, SMART 2019 (pp 251-262)
• Scott D, Simpson T, Dervilis N, Rogers T & Worden K (2018) . Journal of Physics: Conference Series, Vol. 1106(1), 2 July 2018 - 4 July 2018.
• Bull LA, Worden K, Cross EJ & Dervilis N (2018) Outlier ensembles: An alternative robust method for inclusive outlier analysis with structural health monitoring data. 9th European Workshop on Structural Health Monitoring, EWSHM 2018
• Rogers TJ, Worden K, Fuentes R, Dervilis N, Tygesen UT & Cross EJ (2018) A semi-supervised bayesian non-parametric approach to damage detection. 9th European Workshop on Structural Health Monitoring, EWSHM 2018
• Abdallah I, Dertimanis V, Mylonas H, Tatsis K, Chatzi E, Dervilis N, Worden K & Maguire E (2018) Fault diagnosis of wind turbine structures using decision tree learning algorithms with big data. Safety and Reliability - Safe Societies in a Changing World - Proceedings of the 28th International European Safety and Reliability Conference, ESREL 2018 (pp 3053-3062)
• Fuentes R, Dervilis N, Tcherniak D, Worden K & Cross EJ (2018) Outlier analysis under uncertainty: Applications to structural health monitoring. Proceedings of ISMA 2018 - International Conference on Noise and Vibration Engineering and USD 2018 - International Conference on Uncertainty in Structural Dynamics (pp 4985-4999)
• Walker S, Lord C, Dervilis N, Papatheou E & Worden K (2018) On the use of pseudo-damage to represent damage to structures in population-based Structural Health Monitoring. Proceedings of ISMA 2018 - International Conference on Noise and Vibration Engineering and USD 2018 - International Conference on Uncertainty in Structural Dynamics (pp 3709-3722)
• ABDESSALEM A, Dervilis N, Wagg D & Worden K (2017) ABC-NS: a new computational inference method applied to parameter estimation and model selection in structural dynamics. 23 Congrès Français de Mécanique, 1 September 2017.
• Bull LA, Worden K, Cross EJ & Dervilis N (2017) . Journal of Physics: Conference Series, Vol. 842
• Dervilis N, Cross EJ, Antoniadou I, Farrar CR & Worden K (2017) . 2017 IEEE Symposium Series on Computational Intelligence (SSCI), 27 November 2017 - 1 December 2017.
• Dervilis N, Cross EJ, Antoniadou I, Farrar CR, Worden K & IEEE (2017) Aspects of Computational Intelligence in Structural Dynamics: Structural Health Monitoring. 2017 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (SSCI) (pp 1677-1683)
• Dervilis N, Maguire AE, Papatheou E & Worden K (2017) (pp 119-129)
• Fuentes R, Cross EJ, Ray N, Dervilis N, Guo T & Worden K (2017) (pp 179-188)
• Dervilis N (2017) Preface. Conference Proceedings of the Society for Experimental Mechanics Series (pp v)
• Ben Abdessalem A, Dervilis N, Wagg D & Worden K (2016) Identification of nonlinear dynamical systems using approximate Bayesian computation based on a sequential Monte Carlo sampler. Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics (pp 2551-2565)
• Papatheou E, Lord CE, Dervilis N, Wagg DJ & Worden K (2016) An exploratory study of the suitability of a wind turbine blade as a nonlinear demonstrator. Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics (pp 4069-4080)
• Dervilis N, Papatheou E, Antoniadou I, Cross EJ & Worden K (2016) On the usage of active learning for SHM. Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics (pp 4033-4043)
• Dervilis N, Shi H, Worden K & Cross EJ (2016) (pp 145-153)
• Dervilis N, Worden K, Wagg DJ & Neild SA (2016) (pp 321-326)
• Dervilis N, Worden K, Wagg DJ & Neild SA (2016) (pp 315-320)
• Datteo A, Dervilis N, Barthorpe RJ, Cross EJ, Worden K, Busca G, Cigada A & Antoniadou I (2016) Experimental evaluation of environmental effects on a polymer-coated aluminium structure: A time-series analysis and pattern recognition approach. Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics (pp 3295-3307)
• Worden K, Cross EJ, Dervilis N, Papatheou E & Antoniadou I (2015) . IFAC-PapersOnLine, Vol. 48(21) (pp 1-17)
• Papatheou E, Dervilis N, Maguire AE & Worden K (2014) Wind turbine structural health monitoring: A short investigation based on SCADA data. 7th European Workshop on Structural Health Monitoring, EWSHM 2014 - 2nd European Conference of the Prognostics and Health Management (PHM) Society (pp 512-519)
• Dervilis N, Wagg DJ, Green PL & Worden K (2014) Nonlinear modal analysis using pattern recognition. Proceedings of ISMA 2014 - International Conference on Noise and Vibration Engineering and USD 2014 - International Conference on Uncertainty in Structural Dynamics (pp 3017-3028)
• Worden K, Dervilis N & Cross EJ (2014) Nonlinear robust regression analysis as a means of exploring SHM data. Proceedings of ISMA 2014 - International Conference on Noise and Vibration Engineering and USD 2014 - International Conference on Uncertainty in Structural Dynamics (pp 513-525)
• Dervilis N, Barthorpe RJ & Worden K (2013) Auto-Association and Novelty Detection: Truths and Myths?. STRUCTURAL HEALTH MONITORING 2013, VOLS 1 AND 2 (pp 243-250)
• Dervilis N, Barthorpe R, Antoniadou I & Worden K (2012) Impact damage detection for composite material typical of wind turbine blades using novelty detection. Proceedings of the 6th European Workshop - Structural Health Monitoring 2012, EWSHM 2012, Vol. 2 (pp 1287-1296)
• Dervilis N, Barthorpe R, Staszewski WJ & Worden K (2012) . Key Engineering Materials, Vol. 518 (pp 319-327)
• Dervilis N, Choi M, Antoniadou I, Farinholt KM, Taylor SG, Barthorpe RJ, Park G, Worden K, Farrar CR & IOP (2012) . MODERN PRACTICE IN STRESS AND VIBRATION ANALYSIS 2012 (MPSVA 2012), Vol. 382
• Antoniadou I, Manson G, Dervilis N, Barszcz T, Staszewski WJ & Worden K (2012) Use of the Teager-Kaiser energy operator for condition monitoring of a wind turbine gearbox. PROCEEDINGS OF INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING (ISMA2012) / INTERNATIONAL CONFERENCE ON UNCERTAINTY IN STRUCTURAL DYNAMICS (USD2012) (pp 4255-4268)
• Antoniadou I, Manson G, Dervilis N, Staszewski WJ & Worden K (2012) . Proceedings of SPIE - The International Society for Optical Engineering, Vol. 8343
• Dervilis N, Barthorpe R, Antoniadou I, Staszewski WJ & Worden K (2012) . Proceedings of SPIE - The International Society for Optical Engineering, Vol. 8348
• Dardeno T, Bull LA, Dervilis N & Worden K () Transfer learning via intermediate structures. Proceedings of the 11th European Workshop on Structural Health Monitoring (EWSHM 2024). Potsdam, Germany, 10 June 2024 - 10 June 2024.
• CHANDRASEKHAR K, STEVANOVIC N, CROSS EJ, DERVILIS N & WORDEN K () . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
• BULL LA, DERVILIS N & WORDEN K () . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
• GONZAGA PH, DERVILIS N, WORDEN K, BARTHORPE R, STEVANOVIC N & BERNHAMMER LO () . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
• BULL LA, WORDEN K & DERVILIS N () . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
• WORDEN K, DERVILIS N & FARRAR C () . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
• HAYWOOD-ALEXANDER M, WORDEN K, BARTHORPE R, FUENTES R, ROGERS T & DERVILIS N () . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
• JONES MR, ROGERS TJ, DERVILIS N, WORDEN K & CROSS EJ () . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
• ROOKER T, STAMMERS J, WORDEN K, POTTS G, KERRIGAN K & DERVILIS N () . Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018.
• PAPATHEOU E, DERVILIS N, MAGUIRE E, ANTONIADOU I & WORDEN K () . Structural Health Monitoring 2015
• PAPATHEOU E, DERVILIS N, MAGUIRE E, CAMPOS C, ANTONIADOU I & WORDEN K () . Structural Health Monitoring 2015
• Bull L, Rogers T, Dervilis N, Cross E & Worden K () A Gaussian Process Form for Population-Based Structural Health Monitoring. DAMAS 2019
• CHANDRASEKHAR K, STEVANOVIC N, CORBETTA M, DERVILIS N & WORDEN K () . Structural Health Monitoring 2017, 12 September 2017 - 14 September 2017.
• Hughes A, Bull L, Gardner P, Barthorpe R, Dervilis N & Worden K () A risk-based active learning approach to inspection scheduling. Proceedings of the 10th International Conference on Structural Health Monitoring of Intelligent Infrastructure

Presentations

• Abdessalem A, Worden K, Dervilis N & Wagg D .

Preprints

• Brealy SM, Bull LA, Beltrando P, Sommer A, Dervilis N & Worden K (2025) Inter-turbine Modelling of Wind-Farm Power using Multi-task Learning.
• Lindley CA, Dervilis N & Worden K (2025) On the use of Statistical Learning Theory for model selection in Structural Health Monitoring, arXiv.
• Bee S, Bull L, Dervilis N & Worden K (2025) Regularising NARX models with multi-task learning.
• Dardeno TA, Bull LA, Dervilis N & Worden K (2024) , arXiv.
• Tsialiamanis G, Worden K, Dervilis N & Hughes AJ (2024) Towards an active-learning approach to resource allocation for population-based damage prognosis, arXiv.
• Hughes AJ, Worden K, Dervilis N & Rogers TJ (2024) Cost-informed dimensionality reduction for structural digital twin technologies, arXiv.
• Clarkson DR, Bull LA, Wickramarachchi CT, Cross EJ, Rogers TJ, Worden K, Dervilis N & Hughes AJ (2024) Active learning for regression in engineering populations: A risk-informed approach, arXiv.
• Brealy SM, Hughes AJ, Dardeno TA, Bull LA, Mills RS, Dervilis N & Worden K (2024) Multitask learning for improved scour detection: A dynamic wave tank study.
• Hughes AJ, Delo G, Poole J, Dervilis N & Worden K (2024) , arXiv.
• Smith SM, Hughes AJ, Dardeno TA, Bull LA, Dervilis N & Worden K (2024) Anomaly Detection in Offshore Wind Turbine Structures using Hierarchical Bayesian Modelling.
• Kamariotis A, Chatzi E, Straub D, Dervilis N, Goebel K, Hughes AJ, Lombaert G, Papadimitriou C, Papakonstantinou KG, Pozzi M , Todd M et al (2024) Monitoring-Supported Value Generation for Managing Structures and Infrastructure Systems, arXiv.
• Hughes AJ, Poole J, Dervilis N, Gardner P & Worden K (2023) , arXiv.
• Clarkson DR, Bull LA, Dardeno TA, Wickramarachchi CT, Cross EJ, Rogers TJ, Worden K, Dervilis N & Hughes AJ (2023) , arXiv.
• Tsialiamanis G, Dervilis N, Wagg DJ & Worden K (2023) Towards a population-informed approach to the definition of data-driven models for structural dynamics, arXiv.
• Hughes AJ, Poole J, Dervilis N, Gardner P & Worden K (2023) A decision framework for selecting information-transfer strategies in population-based SHM, arXiv.
• Dardeno TA, Mills RS, Dervilis N, Worden K & Bull LA (2023) On the hierarchical Bayesian modelling of frequency response functions.
• Bee S, Bull L, Dervilis N & Worden K (2023) , arXiv.
• Simpson T, Vlachas K, Garland A, Dervilis N & Chatzi E (2023) , arXiv.
• Bee SC, Papatheou E, Haywood-Alexander M, Mills RS, Bull LA, Worden K & Dervilis N (2023) , arXiv.
• Tsialiamanis G, Dervilis N, Wagg DJ & Worden K (2023) A Meta-Learning Approach to Population-Based Modelling of Structures.
• Tsialiamanis G, Dervilis N, Wagg DJ & Worden K (2023) , Elsevier BV.
• Gowdridge T, Dervilis N & Worden K (2022) On the application of the generating series for nonlinear systems with polynomial stiffness, arXiv.
• Gowdridge T, Dervilis N & Worden K (2022) On topological data analysis for structural dynamics: an introduction to persistent homology, arXiv.
• Gowdridge T, Dervilis N & Worden K (2022) On the application of topological data analysis: a Z24 Bridge case study.
• Gowdridge T, Cross E, Dervilis N & Worden K (2022) , arXiv.
• Haywood-Alexander M, Dervilis N, Worden K, Mills RS, Ladpli P & Rogers TJ (2022) , arXiv.
• Tsialiamanis G, Wagg D, Dervilis N & Worden K (2022) On an Application of Generative Adversarial Networks on Remaining Lifetime Estimation.
• Hughes AJ, Bull LA, Gardner P, Dervilis N & Worden K (2022) Mitigating sampling bias in risk-based active learning via an EM algorithm.
• Hughes AJ, Gardner P, Bull LA, Dervilis N & Worden K (2022) Improving decision-making via risk-based active learning: Probabilistic discriminative classifiers.
• Dardeno TA, Bull LA, Dervilis N & Worden K (2022) A generalised form for a homogeneous population of structures using an overlapping mixture of Gaussian processes.
• Poole J, Gardner P, Dervilis N, Bull L & Worden K (2022) On statistic alignment for domain adaptation in structural health monitoring.
• Haywood-Alexander M, Dervilis N, Worden K, Dobie G & Rogers TJ (2022) Informative Bayesian Tools for Damage Localisation by Decomposition of Lamb Wave Signals.
• Lindley CA, Beamish S, Dwyer-Joyce R, Dervilis N & Worden K (2022) A Bayesian Approach for Shaft Centre Localisation in Journal Bearings.
• Dardeno TA, Bull LA, Mills RS, Dervilis N & Worden K (2022) Modelling variability in vibration-based PBSHM via a generalised population form, arXiv.
• Tsialiamanis G, Wagg DJ, Dervilis N & Worden K (2022) On generative models as the basis for digital twins, arXiv.
• Tsialiamanis G, Wagg DJ, Gardner PA, Dervilis N & Worden K (2022) On partitioning of an SHM problem and parallels with transfer learning.
• Tsialiamanis G, Wagg DJ, Dervilis N & Worden K (2022) On generating parametrised structural data using conditional generative adversarial networks.
• Tsialiamanis G, Mylonas C, Chatzi E, Wagg DJ, Dervilis N & Worden K (2022) On an application of graph neural networks in population based SHM.
• Simpson T, Dervilis N, Couturier P, Maljaars N & Chatzi E (2022) Nonlinear Reduced Order Modelling of Soil Structure Interaction Effects via LSTM and Autoencoder Neural Networks.
• Tsialiamanis G, Champneys MD, Dervilis N, Wagg DJ & Worden K (2022) On the application of generative adversarial networks for nonlinear modal analysis.
• Hughes AJ, Bull LA, Gardner P, Dervilis N & Worden K (2022) On robust risk-based active-learning algorithms for enhanced decision support, arXiv.
• Bull LA, Gardner PA, Rogers TJ, Dervilis N, Cross EJ, Papatheou E, Maguire AE, Campos C & Worden K (2021) Bayesian Modelling of Multivalued Power Curves from an Operational Wind Farm, arXiv.
• Simpson T, Dervilis N & Chatzi E (2021) Machine Learning Approach to Model Order Reduction of Nonlinear Systems via Autoencoder and LSTM Networks, arXiv.
• Hughes AJ, Bull LA, Gardner P, Barthorpe RJ, Dervilis N & Worden K (2021) On risk-based active learning for structural health monitoring, arXiv.
• Tsialiamanis G, Mylonas C, Chatzi E, Dervilis N, Wagg DJ & Worden K (2021) Foundations of Population-Based SHM, Part IV: The Geometry of Spaces of Structures and their Feature Spaces, arXiv.
• Bull LA, Gardner P, Rogers TJ, Cross EJ, Dervilis N & Worden K (2021) Probabilistic Inference for Structural Health Monitoring: New Modes of Learning from Data, arXiv.
• Chandrasekhar K, Stevanovic N, Cross EJ, Dervilis N & Worden K (2021) Damage detection in operational wind turbine blades using a new approach based on machine learning, arXiv.
• Haywood-Alexander M, Dervilis N, Worden K, Cross EJ, Mills RS & Rogers TJ (2021) Structured Machine Learning Tools for Modelling Characteristics of Guided Waves, arXiv.
• Hughes AJ, Barthorpe RJ, Dervilis N, Farrar CR & Worden K (2021) A probabilistic risk-based decision framework for structural health monitoring, arXiv.
• Simpson T, Dervilis N & Chatzi E (2020) On the use of Nonlinear Normal Modes for Nonlinear Reduced Order Modelling, arXiv.
• Haywood-Alexander M, Dervilis N, Worden K, Mills RS & Rogers TJ () .